# Tribble Reviews **Vendor:** Tribble **Category:** [RFP Software](https://www.g2.com/categories/rfp) **Average Rating:** 4.7/5.0 **Total Reviews:** 144 ## About Tribble Tribble is a deal intelligence platform designed to empower enterprise sales teams by transforming scattered organizational knowledge into a strategic advantage throughout the deal cycle. At its core, Tribble utilizes a dynamic knowledge graph that aggregates various data sources, including documents, call recordings, emails, CRM data, past proposals, and compliance documentation. This integration creates a centralized intelligence hub that evolves with each interaction, ensuring that sales teams have access to the most relevant information at their fingertips. The platform particularly shines in its ability to streamline the RFP (Request for Proposal) and questionnaire response processes. Tribble generates highly accurate and confident AI-driven responses by anchoring each answer in the organization’s approved knowledge base, complete with source attribution and confidence scoring. This capability allows teams to respond to inquiries in a matter of hours rather than weeks, ensuring that every response leverages the strongest institutional knowledge available, rather than relying solely on individual recollections. This feature positions Tribble as a leader in the market for organizations looking to enhance their proposal efficiency and effectiveness. Beyond improving response times, Tribble Engage equips sales teams with real-time intelligence for every client interaction. The platform automates pre-call preparations, providing essential context to ensure that team members enter meetings well-prepared. During meetings, Tribble offers coaching and guidance to steer conversations toward desired outcomes. Additionally, automated follow-ups, CRM updates, and tailored communications reduce the administrative burden on sales professionals, allowing them to concentrate on selling rather than paperwork. The analytics feature, Tribblytics, further enhances the platform by converting every deal interaction into actionable insights. Users can identify knowledge gaps that may have cost them deals and determine which content needs to be developed next. By tracking response quality trends across the team, organizations can ensure that each subsequent proposal is stronger than the last. This proactive approach turns potential blind spots into competitive advantages, enabling teams to continuously improve their performance. Tribble seamlessly integrates with existing technology stacks, including Salesforce, HubSpot, SharePoint, and Google Drive, ensuring that institutional knowledge is automatically incorporated into every response and conversation. By eliminating low-value tasks that can hinder deal progression, Tribble allows organizations to focus on revenue-driving activities, enabling them to respond faster, engage more intelligently, and ultimately win more deals. ## Tribble Pros & Cons **What users like:** - Users find Tribble to be an **easy-to-use solution** that significantly enhances efficiency in their workflow. (53 reviews) - Users praise Tribble for its **time-saving features** , dramatically reducing workload and enhancing efficiency in RFX responses. (51 reviews) - Users highlight the **efficiency** of Tribble, significantly reducing workload and saving time on responses and documentation. (40 reviews) - Users appreciate the **efficiency of RFP management** with Tribble, enabling quicker responses and reduced manual work. (32 reviews) - Users appreciate the **seamless integrations** of Tribble with existing systems, enhancing accessibility and efficiency for teams. (28 reviews) - Users love how **intuitive** Tribble is, enhancing their efficiency and streamlining InfoSec processes effortlessly. (23 reviews) - Helpful (22 reviews) - Artificial Intelligence (20 reviews) - Users highlight the **search efficiency** of Tribble, enabling quick access to information without disrupting workflows. (19 reviews) - Customer Support (18 reviews) **What users dislike:** - Users have found **inaccurate responses** from Tribble, leading to frequent reliance on alternate sources for correct information. (16 reviews) - Users find Tribble's **limited features** hinder effective project management and streamline tasks, suggesting a need for improvement. (15 reviews) - Users express concern over **AI inaccuracy** , noting vague answers and outdated information affecting overall effectiveness. (9 reviews) - Users experience **vague responses and learning limitations** in Tribble, often needing additional prompts for accurate answers. (8 reviews) - Users face **inaccuracy issues** with Tribble's outputs, requiring precise queries for reliable results and updates. (8 reviews) - Accuracy Issues (7 reviews) - Learning Curve (6 reviews) - Limitations (6 reviews) - Not Intuitive (6 reviews) - Users find it difficult to keep up with Tribble's **fast pace** , which hampers creativity and freeform design efforts. (6 reviews) ## Tribble Reviews ### 1. Tribble is Friendly, Trainable, and Gives Spot-On Answers. I Use It Every Day! **Rating:** 5.0/5.0 stars **Reviewed by:** Erik L. | Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** May 22, 2026 **What do you like best about Tribble?** Tribble is friendly, responsive, trainable, and context grounded in the most important internal and public knowledge sources about our companies products which makes its answers spot on 80-90% of the time with good prompting. Every other AI model I've tried is far below this number. **What do you dislike about Tribble?** I love the name because I'm a Star Trek fan but many of my team struggles to understand what I'm saying when I say Tribble and how to spell it. I finally built a great "How to get started" document and 20min video which is helping more people on my team use it. I wish more quick hit videos were on the Tribble.ai website and YouTube to help people self-enable. **What problems is Tribble solving and how is that benefiting you?** I always use Tribble as my first source for answering complex questions requiring deep technical knowledge, spanning, public, and internal data source sources. The answers are usually 80%-90% accurate requiring minor refinement. It also allows me to easily search Salesforce without becoming an Salesforce reporting expert. I first used Tribble to build a 200 question sales training/certification exam for our sales and sales engineer team last year that was very effective. Tribble is also great at troubleshooting, customer environment issues, error messages, and answering complex product, sales, and licensing questions. I just use Tribble yesterday to counter an incorrect open-source competitive feature by feature comparison table that a customer built that was inaccurate about our product. It created a much better response in under a minute with data and links to back it up. ### 2. Massive Time Saver for RFPs, Smart Automation, and Great Collaboration **Rating:** 5.0/5.0 stars **Reviewed by:** Sarah M. | Proposal Manager, Enterprise (> 1000 emp.) **Reviewed Date:** April 20, 2026 **What do you like best about Tribble?** I love how Tribble generates a full first draft for big RFPs in under an hour, something that used to take me days. The confidence scores help me focus review time only where it's needed, and the Slack integration for routing questions to SEs is a game-changer. The compounding effect of answers getting better and faster with every use is real, and the analytics showing turnaround time improvements have made a big impression with leadership. I also appreciate not having to manually update a content library—Tribble learns from what we approve and connects to our docs automatically. **What do you dislike about Tribble?** The initial setup was more involved than I expected, especially connecting to SharePoint and Confluence, which required IT and took about a week. Also, the UI has changed a few times recently, and while I get that it's due to fast product updates, it can be disorienting when buttons move or things look different. Exporting is generally good, but we did hit a minor snag with Excel formatting due to merged cells. **What problems is Tribble solving and how is that benefiting you?** Before Tribble, we were manually piecing together proposals from a shared drive full of old responses—searching, copy-pasting, and rewriting stale answers. Our SEs were constantly bottlenecked because we’d forward them emails with little to no context and ask them to respond to big blocks of questions. Turnaround for a typical RFP was 11 days. Now, with Tribble, first drafts that used to take 2 days are done in under an hour, our overall turnaround is down to 7 days, and we’ve gone from handling 8–10 RFPs per month to 14+ without adding headcount. The SE routing through Slack alone has probably saved us 20+ hours a month in back-and-forth. ### 3. Tribble Meets Us in Slack and Speeds Up Our AEs with Accurate AI **Rating:** 4.5/5.0 stars **Reviewed by:** Matthew L. | Vice President, Global Commercial Sales, Enterprise (> 1000 emp.) **Reviewed Date:** March 24, 2026 **What do you like best about Tribble?** Tribble does a fantastic job of meeting you in the workspace you are in, notably slack, most consistently. This concentrates workflows and drives adoption, which has been notably high since we took Tribble into our workplace. The value of the product itself is that it is well trained on our internal systems, which means faster time to value with powerful AI built in. While all AI systems will get it wrong at times, its profoundly accurate often and allows our AEs to work faster. **What do you dislike about Tribble?** I’d love for Tribble to replace more of the steps in our CRM process, and it seems like it’s actively rolling that out. Still, having those capabilities become more extensive would be really valuable. In addition, if Tribble could proactively surface insights for leaders and AEs—almost like a personal assistant—it would make the product even more useful. That said, there’s very little I outright dislike about Tribble; this feels more like an opportunity for future innovation. **What problems is Tribble solving and how is that benefiting you?** It's helping drive performance amongst our Account Executives by aggregating items like Customer feedback, customer stories, competitor decks, etc. into real world situations for them. It takes what would have been an arduous process into a very fast one, in the space that is being worked. For our managers, it can now build insights for coaching and forecasting perspective helping to strengthen how we show up as a leadership team for our reps. ### 4. Helpful Tool for Prioritizing Sales Campaigns for Reps **Rating:** 4.0/5.0 stars **Reviewed by:** Kara S. | Director of Pipeline Strategy & Operations, Enterprise (> 1000 emp.) **Reviewed Date:** March 11, 2026 **What do you like best about Tribble?** Tribble has been really helpful in operationalizing how we surface campaign priorities to our sales team. It allows us to serve up our CACTUS list of campaigns directly in Slack, so reps don’t have to leave their workflow to see what plays they should be running. The campaigns are clearly prioritized and linked to the resources they need, which makes it much easier for the team to take action. Another big benefit is the Salesforce integration. Because Tribble is connected to our CRM, reps get more relevant information about their accounts when preparing for outreach and account research. It helps connect the dots between campaigns and the accounts where those plays are most relevant. Overall, it’s been a great tool for making our campaigns more visible, actionable, and embedded into the daily workflow of the sales team. **What do you dislike about Tribble?** I’d love to see more robust analytics and usage reporting to better understand how the team is actually engaging with the tool. As someone responsible for driving campaign adoption with sales, deeper visibility into what plays, content, and recommendations reps are using would help us identify what’s working and where there are gaps. Stronger analytics would also make it easier to justify the ROI of AI-powered recommendations by showing how they influence rep behavior and pipeline outcomes. That kind of insight would help us double down on the most effective plays and continue deepening usage of the platform across the team. **What problems is Tribble solving and how is that benefiting you?** Tribble helps solve the challenge of getting the right information and actions in front of sales reps at the right time without pulling them out of their workflow. What we like most is the flexibility of the platform. We’re able to use it across a wide variety of use cases, from prioritizing pipeline generation campaigns, to supporting onboarding handoffs, to helping reps prepare for account research. It’s become a helpful way to operationalize different sales plays and surface what matters most to the team in a simple, actionable way. ### 5. Tribble Brings Account History and Context Together Effortlessly **Rating:** 5.0/5.0 stars **Reviewed by:** Maddy d. | Account Executive, Small-Business (50 or fewer emp.) **Reviewed Date:** February 06, 2026 **What do you like best about Tribble?** I like that Tribble can pull in information from other sources to provide context, especially when I’m working on later-stage opportunities. Having the account history and background in one place is really helpful, because it lets me build on what’s already there without having to manually sift through a bunch of different places on my own. **What do you dislike about Tribble?** Sometimes Tribble has formatting issues, like adding strange numbers or letters after certain parts of the text, which makes it hard to simply copy and paste the information. It has also gotten the date wrong numerous times and will pull info or context from two years ago. That makes me concerned about its reliability, especially when I’m sharing information externally. Similarly, when I ask it questions about internal processes or functionality, it doesn’t always pull from a reliable source and may provide an answer without verifying it first. **What problems is Tribble solving and how is that benefiting you?** Tribble has saved me a lot of time when it comes to prepping for calls and gathering information for prospecting. I’ve probably saved upwards of 5–10 hours a week. It’s also been instrumental in helping me refine the language in my emails and prepare for later-stage conversations, since it pulls in historical call info and adds helpful context from our conversations to date. ### 6. Incredible for Scaling RFPs & Security Reviews—Easy Slack Bot and Responsive Team **Rating:** 5.0/5.0 stars **Reviewed by:** Ankit P. | Director, Solutions Consulting, Mid-Market (51-1000 emp.) **Reviewed Date:** January 21, 2026 **What do you like best about Tribble?** Tribble has been an incredible tool for our team, allowing us to scale rapidly and meet a high degree of customer RFPs and Information Security reviews in this past year. The slack bot from Tribble also integrates easily with our existing communication channels and our team finds it easy to use. The Tribble team is highly responsive and a great partner. We use Tribble several times a day to achieve timely responses. **What do you dislike about Tribble?** Documentation management can be a little tricky but this can also be attributed to our own processes for reviewing materials. **What problems is Tribble solving and how is that benefiting you?** Tribble allows us to respond to detailed Information Security and RFP responses with high quality and precision, positioning us to meet our rapid scale of growth. Without Tribble, our average questionnaire completion time would be 4-5x larger. Tribble also serves as a great real-time AI Sales agent that can provide prompt answers to the team on detailed questions. ### 7. A Reliable, Intelligent Platform That Grows With Our Needs **Rating:** 5.0/5.0 stars **Reviewed by:** Adamson J. | Field Operations Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** April 17, 2025 **What do you like best about Tribble?** After more than a year of using Tribble, it has proven to be one of the most dependable and value‑adding tools in our workflow. What initially served as a much‑needed boost to our RFP process has evolved into a connected platform that supports collaboration and content management across the entire organization. One of the biggest advantages is how easily Tribble fits into our existing systems. It integrates smoothly with SharePoint, our internal web resources, and now Slack—each integration bringing measurable improvements. The Slack connection has been especially impactful: SMEs can jump into channel discussions, review content on the spot, and respond to requests without delays. This has greatly reduced the typical slowdowns associated with gathering inputs or clarifications during the RFP cycle. Tribble has also become a core part of our Deal Desk operations. We use it for every RFx, and it continues to deliver consistent, dependable results. With the introduction of Tribble Chat to Sales and Customer Success, its usefulness has expanded even further. These teams now have quick access to reliable answers, reducing unnecessary back-and-forth and helping them stay productive. The AI capabilities are another strong point. Tribble offers helpful response suggestions, creates well‑structured drafts, and keeps content aligned across different documents. Centralizing information in one platform has made collaboration smoother and eliminated duplicated work across teams. Lastly, the team behind Tribble deserves recognition. Their responsiveness, willingness to collaborate, and ongoing support make the experience even stronger. They truly feel like partners in our process. **What do you dislike about Tribble?** One improvement I would appreciate is the ability to save the finalized output directly within the project. Having a built‑in option to store the completed version would make it easier to reference, track, and share final deliverables. Adding this as a future enhancement would streamline the workflow even further. **What problems is Tribble solving and how is that benefiting you?** Tribble has significantly reduced the manual work involved in our RFx process. Tasks that once required extensive drafting, searching for accurate content, and double‑checking for consistency are now streamlined through the platform’s AI capabilities. This has freed up a considerable amount of time for our team, allowing us to focus on higher‑value work. The integration with Slack and the expansion into team‑specific workflows have strengthened these benefits even further. SMEs can respond quickly within shared channels, helping resolve questions faster and reducing bottlenecks. Centralizing all of our approved content in one place has also helped eliminate duplicate answers and prevent issues with outdated information. This ensures that every submission is built on the most accurate and consistent content available. By using Tribble across Deal Desk, Sales, and Customer Success, we’ve created more unified messaging across the organization. The ability for these teams to rely on the same AI‑powered knowledge source has improved alignment and boosted the quality and speed of our responses. **Official Response from Ray Shipley:** > Thank you for your glowing review Adamson! ### 8. Blazing-Fast Support Team, but many things still needed for best experience. **Rating:** 3.5/5.0 stars **Reviewed by:** Jānis K. | Senior Security Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 19, 2026 **What do you like best about Tribble?** Support team is blazing fast Ability to fill RFPs using UI or Spreadsheet view, this helps a lot. **What do you dislike about Tribble?** - When you have 28 active projects it is hard (non intuitive) way to find in which project you have assigned questions. It would be nice to have view in primary dashboard to be able to check "show project where I have assigned" (assigned questions, part of the team etc.) - Before Tribble I created CustomGPT (in OpenAI) to help answer questions. I have feeded same information to Tribble, unfortunately quite often I have to ask questions questions to my CustomGPT and it still have better answers. I think ability to regenerate already proposed answer with some custom prompt (e.g. "rewrite answer to 1 sentence", or "rewrite answer to 4-5 sentences", "Answer from ISO 27001 perspective", "Answer from GDPR perspective") would be good capability, since there are RFPs where thy ask long answers and there is place where one sentence is good enough. - It is hard to mark spreadsheet fields especially when first upload was done with mistakes, example - someone uploads sheet and marks YES/NO field as generic answer, so there are cases where there are two generic answer fields in one row. - i encounter some small mishaps (from my side) like accidentally press "not reviewed" button. So after such misclick I have to go to the "reviewed" section and search for the question (in 100+ RFP "good luck" find right answer), my proposal is to do similar as it is solved in G-Mail a small "Undo" slide-up in lower corner would help a lot. **What problems is Tribble solving and how is that benefiting you?** To speed up RFP processing time To help organize incoming RFPs To help answer uneasy/tricky questions ### 9. Versatile AI **Rating:** 4.5/5.0 stars **Reviewed by:** Ryan M. | Enterprise (> 1000 emp.) **Reviewed Date:** March 24, 2026 **What do you like best about Tribble?** I use Tribble for many daily activities, and I appreciate how it integrates with our internal tools. It searches quickly to find answers and provides lots of background information rapidly. I like that it analyzes data and shows trends in seconds, saving me a significant amount of time. What stands out for me is the ability to inform the team about the accuracy of answers, which helps the tool get smarter over time. It connects to our internal tools, so I don't have to export reports into a different tool; it analyzes them as they are, and this saves me effort. **What do you dislike about Tribble?** There are times when you have to be very specific with the things you want. If they could make it easier to prompt, that would be great. Potentially having some starting places and initial example libraries to work from. **What problems is Tribble solving and how is that benefiting you?** I use Tribble to quickly search internal tools, get background information for accounts, analyze data trends in seconds, and avoid exporting reports as it integrates with our tools. ### 10. Seamless Integration, Super Convenient **Rating:** 5.0/5.0 stars **Reviewed by:** Scott J. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 11, 2026 **What do you like best about Tribble?** I like that Tribble is integrated into Slack, which is the best use case for it. It keeps me working where I am without needing to switch to a different application. Everything is integrated into Slack, which is super helpful and very convenient. As an end user, I appreciate the buttons built out within Tribble, which are super helpful and categorized, so I know exactly where to look. Once I click a button, Tribble asks follow-up questions, making it easier to find the information I need. **What do you dislike about Tribble?** I think the only thing I want Tribble to do is to be able to connect to more of my business applications. I don't believe that is a Tribble limitation though, I think that is my company's decision on which apps that they allow to integrate into Tribble. **What problems is Tribble solving and how is that benefiting you?** Tribble helps me find answers in real time, avoiding delays in customer follow-ups. It speeds up getting answers to internal questions, increasing my productivity. As a new employee at Sprout, it has reduced the time it takes for me to find answers about our product, customers, etc. which makes the entire onboarding and learning process so much more enjoyable. ### 11. Time-Saver with Reliable Messaging **Rating:** 5.0/5.0 stars **Reviewed by:** Dillon P. | Enterprise (> 1000 emp.) **Reviewed Date:** March 04, 2026 **What do you like best about Tribble?** I work in tech sales for context. What I like most about Tribble is being able to save time. It isn't necessarily tied to specific features, but it definitely helps me feel confident in my messaging when reaching out to prospects. I appreciate being able to share messaging at scale and gather potential prospect information that I might have overlooked. This means I spend less time bugging or coordinating with my team for simple questions and rely on Tribble for that. It saves me time and effort in these areas. **What do you dislike about Tribble?** I think the citing could be more accurate, specifically when I am researching and sharing specific facts and insights. I want to be confident in the messaging that I'm sharing without having to tell Tribble, 'Hey, Tribble, please cite that information.' I want Tribble to do the work in the background to be able to cite that information for itself, and to spew out the correct information to me if I'm outreaching to prospects. I wish there was a way for Tribble to share the set of information with me on the side, and to know for sure that even though AI does make mistakes, it's 100% accurate in what it's sharing with me. **What problems is Tribble solving and how is that benefiting you?** I use Tribble to research and prospect, saving time and helping me gather information confidently for my messaging. It aids in coordinating with my team and ensuring effective communication with similar accounts. ### 12. Quick Button Workflows Make Repeated Info Easy to Access **Rating:** 4.0/5.0 stars **Reviewed by:** Josie J. | Sales Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** March 23, 2026 **What do you like best about Tribble?** I like the button workflows you can create to quickly pull up the information I tend to ask for repeatedly. **What do you dislike about Tribble?** Sometimes I get different answers when I ask the same question, which makes me question its accuracy. **What problems is Tribble solving and how is that benefiting you?** As a Sales Leader, Tribble helps me quickly understand what’s happening with my team’s deals and where the gaps are. It saves me time because I don’t have to review every email or listen to every call. Instead, I can quickly spot coaching opportunities and deal strategies, rather than spending my time combing through every little thing. ### 13. Efficient, But Needs Performance Boost **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** May 14, 2025 **What do you like best about Tribble?** I like that I can chat with Tribble pretty easily right through Slack, and it plugs into our Salesforce instance, which is really helpful for getting true account data right there. Tribble has been really valuable in helping my team prepare better for upcoming calls, ensuring we come in with strong points of view and solid account research, including research on the company and what they're doing in our industry. The pre-call level stuff has been great. It's also really helpful for determining our strategy. Tribble saves me a ton of time, especially with deal research, account research, and messaging, all in a place I can present to my team. I've been loving using it. **What do you dislike about Tribble?** Tribble can be pretty slow, so it takes a while to load more complex prompts. Sometimes, when I'm loading up prompts, I'll go to another screen and then forget the prompt was running because it takes a little while. I would love if there was a desktop version of Tribble. The Slack integration's helpful, but sometimes I wish I could run those queries in a side browser and have it operate a little bit more like a chat GPT or a Gemini window interface. **What problems is Tribble solving and how is that benefiting you?** I use Tribble to help my team prepare better for calls and to ensure strong account research. It saves me a lot of time on deal and account research and helps with messaging. ### 14. Up-to-Date Customer Context That Helps AEs Stay Self-Sufficient **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** February 03, 2026 **What do you like best about Tribble?** Tribble connects to our business through tools like Salesforce, Gong, Slack, and our help center to deliver the most relevant, up-to-date customer context. It’s helped our AEs become more self-sufficient when creating POVs, answering product questions, and finding customer stories to highlight throughout their deal cycles. **What do you dislike about Tribble?** Like most AI tools, it can hallucinate. When the data it references contains conflicting information, it may return incorrect answers, fill in gaps with assumptions, and sometimes make things up. **What problems is Tribble solving and how is that benefiting you?** Tribble is solving a few key problems for our deal teams. First, it speeds up time to insight for everyone involved in a deal (AE, SE, CSM, etc.). Second, it frees up time for SEs because they no longer have to spend time answering basic product questions from their AEs. Third, it helps make our AEs and SEs stronger industry experts in their deal work, since Tribble pulls specific, relevant customer examples based on the data sources it draws from. ### 15. Efficient Research Tool, Needs Speed Improvement **Rating:** 4.5/5.0 stars **Reviewed by:** Daniel T. **Reviewed Date:** February 03, 2026 **What do you like best about Tribble?** I love the prompts that are already there for me to just click. It feels like a quick speed button, so if I know exactly what I need from Tribble, I can click on one of those buttons or prompts that are already provided. This makes it faster for me to get the information I want. I also appreciate how Tribble definitely takes the guesswork out of account research and provides me with a lot of information faster than it would take me to do it on my own. The processes in Tribble streamline help me really well with tasks like account research, logo approvals, and looking into past deals. **What do you dislike about Tribble?** I find Tribble's speed of providing information to be a bit slow. I understand it's searching through a lot of data, but I'd love for it to be faster. **What problems is Tribble solving and how is that benefiting you?** Tribble takes the guesswork out of account research, quickly providing me with all the necessary information and logos for messaging. It helps understand account history and past deals, offering messaging insights, thus expediting my workflow efficiently. ### 16. All My Sales Tools, Perfectly Aggregated in One Place **Rating:** 5.0/5.0 stars **Reviewed by:** Shannon O. | AI GTM Architect, Enterprise (> 1000 emp.) **Reviewed Date:** January 26, 2026 **What do you like best about Tribble?** I love that it aggregates insights across all of our sales GTM platforms in one place, so we are not manually jumping between tools like Salesforce, Gong, Slack, Atlassian, and HighSpot. **What do you dislike about Tribble?** If I am not very specific about the source, it can occasionally return vague or inaccurate data. This means strong, precise prompting is important, and not every rep in our org is familiar with best practices for AI prompting yet. **What problems is Tribble solving and how is that benefiting you?** I build many of the prompts used by our sales teams, and Tribble helps solve the challenge of creating AI strategies across every tool in our stack. Instead of each GTM platform having its own disconnected version of AI, Tribble brings those capabilities together in one place. This makes our AI approach more cohesive, easier to use, and far less confusing for reps. We use Tribble for our internal sales wiki, MEDDPICC deal analysis, CRM hygiene updating, product knowledge FAQ, account research and much more! ### 17. Streamlined RFI Process with Excellent Efficiency **Rating:** 5.0/5.0 stars **Reviewed by:** Darius H. **Reviewed Date:** January 23, 2026 **What do you like best about Tribble?** I like that Tribble uses the responses and knowledge from previous interactions to simplify the RFI process. It saves time by helping us get RFI answers faster without the usual admin work. Tribble provides a ton of value for my team, allowing us to make the RFI process simple for our current customer base and effectively cut down the time it takes to fill out RFIs. The initial setup was very simple, and our RevOps admin could set it up easily. I also appreciate the ability to connect with our internal analyst insight software. **What do you dislike about Tribble?** We've run into instances where we've had to wait on our internal admin to set up an integration. This is more of an internal barrier, but a move to a plug and play integration model would be great. **What problems is Tribble solving and how is that benefiting you?** Tribble simplifies the RFI process by helping us quickly find answers without sifting through documents or emails. I appreciate how it uses previous responses to save time and reduce admin hassle. This efficiency is valuable for our team. ### 18. Tribble: Speedy Drafting with Stellar Chat Support **Rating:** 5.0/5.0 stars **Reviewed by:** Greg J. **Reviewed Date:** January 22, 2026 **What do you like best about Tribble?** I use Tribble for all aspects of bid management, and it is invaluable. The AI agent allows me to draft a lengthy response in minutes, saving days of work. Tribble helps solve challenges by leveraging previous work, drafting quickly with the AI agent, and building a response draft in real time. The speed to draft is unlike anything else I've worked with. The chat feature is especially valuable for one-off questions and support, allowing quick access to responses without digging through folders or drives for content. Compared to other tools like Loopio and RFP360, Tribble is much better. Building the initial library takes some thoughtful work, but the Tribble team made it very easy. **What do you dislike about Tribble?** Tribble is young and the AI tool is growing. Obviously that comes with some hiccups. **What problems is Tribble solving and how is that benefiting you?** Tribble tackles the challenges of RFP work by managing deadlines, organizing content, and providing SME access without duplication. It leverages previous work, drafts quickly with its AI, and helps build real-time response drafts. ### 19. Significant Efficiency Boost Yet Needs Improved Learning Features in RFP **Rating:** 4.0/5.0 stars **Reviewed by:** Jessica K. **Reviewed Date:** January 19, 2026 **What do you like best about Tribble?** I find the LLM functionality in Tribble a key feature to how valuable it is. Tribble can intake previous questionnaire responses we've sent to customers and use that information to generate initial draft responses with new questionnaires even when the question is worded entirely differently. This feature is great because I don't have to search for specific terms or look things up in a flat, static way, saving significant time for my team. Also, the upload functionality within the RFP feature is HUGE plus. We often deal with questionnaires that have over 200 questions, and being able to just upload the document instead of copying and pasting each question into a chat type format saves us a lot of time. **What do you dislike about Tribble?** Minor- Within the RFP feature, the functionality for editting Word or PDF document responses is not quite as smooth as those for Excel, but still helpful enough that we review it regardless. Additionally, the way Tribble learns from RFP responses currently requires approval of each individual response rather than being able to supply the final document and learn from the delta. Overall, the RFP product is constantly being made more intuitive so I am excited to see how these areas will be improved in the coming months. **What problems is Tribble solving and how is that benefiting you?** I use Tribble to reduce my team's cognitive burden, allowing us to handle a large volume of security questionnaires and RFPs. We use Tribble to take a first pass and then we just have to edit/ tweak, streamlining responses to varied customer queries efficiently. As a result our small team can handle complex inquiries at a higher volume than if we were creating each response from scratch. ### 20. Boosts RFP Productivity with Seamless AI Integration **Rating:** 4.5/5.0 stars **Reviewed by:** Brian C. | Head of Global Sales Engineering, Mid-Market (51-1000 emp.) **Reviewed Date:** January 21, 2026 **What do you like best about Tribble?** I like Tribble for its ease of setup and management through integrations with the knowledge base. The analytics are great for understanding volume, productivity, and the strength of the answer library. I appreciate how its AI capabilities extend SE workflows, from pre to post handoffs to analyzing call data. Setting up, adding, or updating content that the AI uses is easy, especially with integrations like Gdrive, Confluence, and other sources, which automatically improve the answer library. The native analytics provide a quick understanding of Tribble's impact on productivity, and the AI capabilities make it simple to see what needs to be improved. **What do you dislike about Tribble?** I think Tribble could improve in a few areas like AI prompt guidance, RFP-related tagging for different products, and integration with OneTrust or other RFP portals. **What problems is Tribble solving and how is that benefiting you?** Tribble increases productivity with AI responses to RFPs, saving 80% of time. It's easy to set up through integrations, and its analytics help understand productivity and improve AI answers. ### 21. Turning expertise into consistent, defensible outputs at scale **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** January 20, 2026 **What do you like best about Tribble?** Tribble does a great job turning individual subject-matter expertise into shared, reusable knowledge. Instead of answers living in people’s heads or scattered documents, the platform creates a structured review loop that improves accuracy over time and helps less experienced team members produce consistent, defensible outputs. It scales expertise globally without sacrificing quality, which is especially valuable in regulated, high-stakes use cases like RFPs. **What do you dislike about Tribble?** Tribble works best when inputs are structured and aligned with its intended workflow, which can feel restrictive for users accustomed to making quick edits in external tools like Google Sheets. The review step can initially feel like friction, especially for teams under tight deadlines, and it requires some upfront change management. That said, this is more about adoption and expectations than a fundamental product gap, and the tradeoff is higher quality and consistency over time. **What problems is Tribble solving and how is that benefiting you?** Tribble solves the problem of scattered, tribal knowledge in complex and regulated environments. It provides a structured way to capture expertise once and reuse it consistently, instead of rewriting or revalidating the same content across teams and regions. The interaction with the Tribble agent is especially valuable. It lets me iteratively refine responses, challenge assumptions, and converge on language I’m confident standing behind. The result is faster turnaround without sacrificing quality, and more consistent, defensible outputs at scale. ### 22. Solid Tool for Onboarding and RFPs, Needs Improvement on Updates **Rating:** 3.0/5.0 stars **Reviewed by:** Elizabeth O. **Reviewed Date:** January 20, 2026 **What do you like best about Tribble?** I like that Tribble is pretty easy to use. I think the Slack integration is really powerful as well because it puts Tribble right into my daily workflow, making it super easy to ask things. We're able to add it into specific Slack channels, which is really convenient. I also appreciate that Tribble integrates with not just Slack but also information from Google Drive and Notion, making it even more useful. **What do you dislike about Tribble?** I don't like its ingestion of Word Docs versus Excel sheets. Whenever I input document questions, I just want discrete answers for each discreet question, so I end up having to convert documents from Word Docs to Excel sheets myself. In addition, Tribble has trouble learning new facts. Even when connected to Google Drive, it holds on to old knowledge and provides outdated information. Also, the responses and answers aren't as polished as I would like. I often take answers from Tribble and plug them into ChatGPT to get the tone and level of technical language I'm looking for. **What problems is Tribble solving and how is that benefiting you?** I use Tribble to handle common product questions and fill out infosecs efficiently. It provides a solid starting point and eases the overwhelm of drafting responses. It's also a great onboarding tool for new hires to understand our platform. ### 23. Speedy and Accurate Responses Enhance RFX Handling **Rating:** 4.5/5.0 stars **Reviewed by:** Amandeep L. **Reviewed Date:** January 21, 2026 **What do you like best about Tribble?** I use Tribble for RFX responses and really like its context grounding/training feature, which helps in getting the correct responses most of the time. The speed of Tribble is also great, as it's quick with the responses, which is important since we work under strict customer deadlines. It really helps in expediting our job, and we receive good responses because it's trained on our data. Setting up Tribble was also pretty easy, and I could do it by myself. **What do you dislike about Tribble?** Complex queries can be answered better, but even these can be fine-tuned when you go back and forth with the AI. By getting integrated with more knowledge bases, architecture diagrams, etc., Tribble could improve. More data would make the responses more precise. **What problems is Tribble solving and how is that benefiting you?** Tribble helps us provide correct and concise responses to RFX queries. It expedites our work under deadlines due to its AI training and speed, consistently delivering accurate responses. ### 24. Transforming RFx Speed and Quality with Tribble AI **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** April 08, 2025 **What do you like best about Tribble?** Tribble has significantly streamlined our RFx response process, cutting turnaround times while also improving the overall quality of our answers. It tailors responses to each customer’s specific needs, which leads to more relevant and compelling submissions. The biggest benefit for us is the reduced reliance on subject matter experts—Tribble captures, reuses, and builds on past responses to consistently deliver accurate, thorough, high-impact content. Two standout features are the ability to request source validation and citations, along with seamless integration with Slack and other applications. **What do you dislike about Tribble?** At this time, all features of Tribble have proven to be useful. **What problems is Tribble solving and how is that benefiting you?** Using Tribble to answer RFx questions has reduced response time by half, enabling me to complete more RFx in less time than before. I also feel more confident in the responses Tribble provides, as sources are clearly identified. Additionally, Tribble is significantly easier to use than Responsive, our previous RFx software, making the overall experience far more efficient. **Official Response from Ray Shipley:** > Thank you Emilar! ### 25. Automates Complex RFP Processes with Ease **Rating:** 4.0/5.0 stars **Reviewed by:** Patrick A. **Reviewed Date:** January 17, 2026 **What do you like best about Tribble?** I think what I like most about Tribble is its capability to pull in pertinent information to questions, even when they aren't exact matches or very close to previous ones. It does a good job of understanding the context of a question from our knowledge base and providing the best answers. Also, Tribble allows us to automate about 80-90% of our RFP workflow, which used to be a manual task. I appreciate how it integrates well with our main knowledge base, Notion, and Google Drive. The support from Tribble is impressive too; our contact Ray has been responsive and helpful, spending time to walk us through training and resolving issues. **What do you dislike about Tribble?** I find the Slack UX experience with Tribble needs improvement. When we push questions into Slack for subject matter experts to weigh in on, it's not always clear who should answer, especially in larger teams, causing some confusion. While it generally works well, there have been bugs in the workflow that we've had to report, though they were addressed. It would be great to have the option to direct message someone, ensuring they know they're the one who should answer, rather than posting in a channel where people might not want to step on each other's toes. **What problems is Tribble solving and how is that benefiting you?** Tribble speeds up our RFP process by automating 80-90% of the workflow. It understands context from our knowledge base, pulling in relevant information even for non-exact questions. ### 26. Speeds Up RFP Responses with Deep Analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Morgan M. **Reviewed Date:** January 14, 2026 **What do you like best about Tribble?** I have mainly used Tribble to help me craft RFP responses. It helps comb through all the materials we have and polish responses. I like the speed and depth of Tribble; it would take me at least five times longer to go through the materials myself or work with other team members to verify. I also mentioned that I have switched from working with a third party that manually did these responses before. I would rate the likelihood of recommending Tribble a 10. **What do you dislike about Tribble?** I definitely have to closely evaluate responses. It will often include things that make it clear AI wrote it. When you give a response for an RFP, do not make it sound like AI or include things implying it was written by a third party. **What problems is Tribble solving and how is that benefiting you?** I use Tribble to craft RFP responses, helping me comb through materials and polish them. It saves time by being faster than manually verifying with my team. ### 27. Dependable Information Hub with Easy Slack Integration **Rating:** 5.0/5.0 stars **Reviewed by:** Ryan C. **Reviewed Date:** January 17, 2026 **What do you like best about Tribble?** I find Tribble to be an easy to access expert trained on our past RFP responses, security questionnaires, and Slack conversations, serving as a reliable source of product and security information. I like that it is fine-tuned to only use answers with high confidence and cites sources, which helps me reliably trust or verify the information it provides. Additionally, I enjoy the Slack integration because it allows easy access and has good controls in place for managing which content Tribble ingests from Slack. The initial setup was easy as well. Tribble provides value to our entire GTM team, and saves significant SE time answering product questions. **What do you dislike about Tribble?** None **What problems is Tribble solving and how is that benefiting you?** I use Tribble as a reliable source for product and security information, trained on our past responses and conversations. It provides easy access to expert information, cites sources confidently, and integrates with Slack, allowing us to control content ingestion. ### 28. Efficient Database Search with Seamless Slack Integration **Rating:** 4.5/5.0 stars **Reviewed by:** Abigail P. **Reviewed Date:** January 15, 2026 **What do you like best about Tribble?** I love the Slack integration with Tribble, it makes it super easy to just start a chat and get what I need. The way Tribble searches our databases so I don't have to, and gives me concise information in a digestible format, is really helpful. The integration into my regular workflow through using Slack is seamless. Also, the information our company has provided to Tribble makes it very useful, especially since we have tons of information in various Notion and Google documents that can be hard to search, but Tribble does it fast. **What do you dislike about Tribble?** When Tribble links to sources, I'd rather it go right to the source instead of to Tribble where I then get the source. **What problems is Tribble solving and how is that benefiting you?** Tribble searches our databases quickly, delivering digestible information. The Slack integration makes it part of my regular workflow, simplifying access to our vast information stored in Notion and Google documents. ### 29. Lightning-Fast RFP Drafts with Tribble **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Mid-Market (51-1000 emp.) **Reviewed Date:** January 09, 2026 **What do you like best about Tribble?** The speed to first draft for RFP responses. **What do you dislike about Tribble?** Still waiting for Tribble to fully implement the Identity Provider (IdP) solution to connect Omada's Tribble instance to Omada's Okta instance. Longform (Word or PDF) RFP projects UI is clunky, not as user friendly as the Excel design. Also, Tribblelytics Agent doesn't support retrieving full answer text across all RFP projects in "Finish" stage. When we tell Tribble to limit an answer to a specific character/word count, once Tribble provides the answer, we then ask it to count the characters/words, most times it's far under or over the prescribed limit. We have to ask Tribble again to adjust accordingly, then it does accurately. The lack of consistent communication and updates from Tribble. **What problems is Tribble solving and how is that benefiting you?** Speed to first draft pulling content from trusted Omada sources. That allows me more time to spend tailoring more nuanced answers to address the customer's objectives and pain points. ### 30. Time-Saving for RFI First Passes, Great Tribble Support Collaboration **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** January 21, 2026 **What do you like best about Tribble?** I appreciate the time savings on a first pass for an RFI. The interface is pretty user-friendly and straightforward. I have also appreciated the collaboration with the Tribble support team, which has impressed me in onboarding demos and responding to questions/feedback. **What do you dislike about Tribble?** My team is still exploring use cases and trying to best understand how to leverage all the features, so there's still a bit of a remaining ramp in feeling fully onboarded to the tool and understanding all the resources available. (New to the tool w/in last 3 months) **What problems is Tribble solving and how is that benefiting you?** Tribble is helping us with time-to-value for RFIs and helping us make sense of our data by providing a place to unify it and connect our dots. ### 31. A true AI-powered RFP Response System **Rating:** 5.0/5.0 stars **Reviewed by:** Ray M. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** March 18, 2025 **What do you like best about Tribble?** Tribble is very agile. It can respond to simple yes/no questions and to long-form responses where it has to come up with examples and other verbiage. It is also very easy to use and 'train'. You feed it your data and reference material/links, and it takes it from there. **What do you dislike about Tribble?** We would love it if Tribble was integrated with Dynamics 365 Sales. **What problems is Tribble solving and how is that benefiting you?** Our ability to respond with appropriate levels of detail was limited by the available time. Tribble allows us to create more detailed and effective responses AND respond to 3 times as many RFPs in a given period of time. **Official Response from Ray Shipley:** > From one Ray to another, thank you. I'd love to integrate with Dynamics, and I'll share that with the team. ### 32. Tribble Saves Us Tons of Time—An Easy-to-Use, Growing Knowledge Base **Rating:** 5.0/5.0 stars **Reviewed by:** Austin M. | Director of Partnerships, Mid-Market (51-1000 emp.) **Reviewed Date:** January 21, 2026 **What do you like best about Tribble?** Tribble saves our team a tremendous amount of time. As our knowledge base, "the brain" continues to grow, things get faster and faster. The product is incredibly easy to use and the Tribble team has been excellent to work with **What do you dislike about Tribble?** Only dislike is that our organization required approvals for a few integrations to best feed the Tribble Brain. **What problems is Tribble solving and how is that benefiting you?** Tribble helps execute a significant amount of RFPs, which is originally why we purchased the tool. However, our use case has significantly expanded as we now have tremendous institutional knowledge built into Tribble that multiple teams are leveraging for multiple things. ### 33. Effortless Customer Engagement **Rating:** 4.5/5.0 stars **Reviewed by:** Rachael A. **Reviewed Date:** January 12, 2026 **What do you like best about Tribble?** I like that Tribble is integrated with Slack and has a great UX/UI. It's very easy to use and does not take a lot of experience to get going. The initial setup was easy, and I'm able to add sources and build out prompts pretty easily. I even use Tribble to help me build my prompts. Tribble allows me to spend more value-added time with my customers as opposed to searching through massive materials and systems to respond to customer inquiries or common customer success motions. **What do you dislike about Tribble?** I find the PPT beta feature could be improved. The content and context are great, but the formatting gets overly complicated and could use improvement. **What problems is Tribble solving and how is that benefiting you?** I use Tribble to respond to customer inquiries and build agents for customer success, allowing me to spend more time with customers rather than searching through materials and systems. ### 34. Saves Time with Instant Data Retrieval **Rating:** 5.0/5.0 stars **Reviewed by:** Michael M. **Reviewed Date:** January 23, 2026 **What do you like best about Tribble?** I like Tribble because it helps me save a lot of time when completing RFI's. I find the instant answer retrieval feature really useful, and the confidence scoring allows me to easily and quickly review the information. Instead of manually searching for answers in old RFI's, Tribble automatically pulls them in, making the process much more efficient. I also appreciate the confidence score, which guides me on when and where to double-check for accuracy, even if it only gets me 90% of the way there. **What do you dislike about Tribble?** Tribble still only gets you 90% of the way there. **What problems is Tribble solving and how is that benefiting you?** Tribble speeds up RFI completion by automatically gathering answers. The confidence scoring helps me know when to verify details, saving me a lot of time. It's a great aggregator of data and provides instant answer retrieval for quick reviews. ### 35. Speeds Research, Seamlessly Integrates with CRM **Rating:** 5.0/5.0 stars **Reviewed by:** Cameron M. **Reviewed Date:** February 06, 2026 **What do you like best about Tribble?** I love how Tribble seems to keep learning, specifically around our organization and industry. It significantly speeds up my ability to do account research and answer questions around product capabilities. The speed to insight and accurate feedback, though it might need some minor corrections, is quite valuable. I appreciate that it looks at internal company history and not just a general LLM. The integration with Slack was seamless and super easy for a user to adopt. **What do you dislike about Tribble?** While I know the queries are big and a lot of data needs to be processed, the time it takes to provide feedback is a little annoying. **What problems is Tribble solving and how is that benefiting you?** Tribble speeds up my account research, helps with product queries and competition analysis, and offers valuable insights by learning about my organization and industry. ### 36. Fast and Insightful, Needs Better Data Accuracy **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** May 09, 2025 **What do you like best about Tribble?** I like how fast Tribble provides me with results, which really makes my job a lot easier, especially when I need to answer super technical questions from customers. It also gives me point of views on what messaging to use for my accounts, which is super helpful. **What do you dislike about Tribble?** It doesn't always have the most accurate information from our CRM or Gong. **What problems is Tribble solving and how is that benefiting you?** Tribble makes my job easier by providing quick insights on accounts and technical questions, and helps me with effective email messaging for outreach. **Official Response from Darshan Patel:** > Thanks for the great review! Tribble loves to hear the tool is working well for you. ### 37. Effortless RFP Management in Slack **Rating:** 4.0/5.0 stars **Reviewed by:** Tim C. **Reviewed Date:** January 19, 2026 **What do you like best about Tribble?** I like that it lives in Slack. I can just pull it up instead of having to go to a different platform. I don't have to leave Slack because it's my primary workspace. Being able to switch into that channel and ask a question is super frictionless, especially since many questions I get from customers also come from Slack. The initial setup was incredibly easy, basically none, because I use it within Slack. **What do you dislike about Tribble?** Nothing immediate comes to mind. **What problems is Tribble solving and how is that benefiting you?** I find Tribble helpful for quickly accessing past RFP responses and help center articles, saving me the effort of recalling or searching manually. Its memory is better than mine for these tasks and provides immediate answers, enhancing my efficiency. ### 38. Intuitive RFP Tool That Makes Filling Out RFPs Easy! **Rating:** 5.0/5.0 stars **Reviewed by:** TJ S. | Senior Business Development Representative, Mid-Market (51-1000 emp.) **Reviewed Date:** January 23, 2026 **What do you like best about Tribble?** - Makes filling out RFPs for ranking reports easy and is very intuitive on the answers it collects from the data we provide! Customer support is always ready to step in a lend a hand. Saves us a ton of time filling in rudimentary or repetitive questions. **What do you dislike about Tribble?** - Required our internal team validation to integrate with preexisting solutions, only hurdle we faced! **What problems is Tribble solving and how is that benefiting you?** With our business we fill out thousands of RFP's a year and finding a way to cut down the lift has been game changing for us freeing up our team to really hone in replies that seem more of a priority and alleviating the stress and annoyance of answering duplicate or rudimentary questions! ### 39. Simplifies Business Research for Day-to-Day Marketing **Rating:** 4.5/5.0 stars **Reviewed by:** Christopher L. | Business Development Representative, Enterprise (> 1000 emp.) **Reviewed Date:** March 16, 2026 **What do you like best about Tribble?** I love how it makes it simple to research about businesses and what their needs are for day to day marketing **What do you dislike about Tribble?** As it continues to grow, it develops better understanding on what research is needed. However some of the data it provides needs to be double checked as some of the information is made within Tribble without any sources **What problems is Tribble solving and how is that benefiting you?** It increases efficiency when pursuing accounts and going wide on outreach. Allowing me to stay ahead of tasks and attack my book of business with intention and value ### 40. Tribble Makes Finding the Right Answers Fast and Effortless **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** March 05, 2026 **What do you like best about Tribble?** Tribble consolidates multiple info sources to answer questions at the click of a button, rather than having to search through files individually, all to share back the most relevant answers and keep me moving all day long. **What do you dislike about Tribble?** Tribble's answers are incredibly helpful, but it can take a bit longer than ideal for results to begin appearing. **What problems is Tribble solving and how is that benefiting you?** Tribble is allowing me to run in my role all day long by providing recommended product-specific discovery questions and account specific points of view to ensure customer calls are valuable and efficient for all parties involved. ### 41. Centralized Knowledge Hub That Streamlines Research and Collaboration **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** January 09, 2026 **What do you like best about Tribble?** What I like best about Tribble is having all of my organization’s institutional knowledge and context centralized in one place. It makes it significantly easier to articulate accurate technical answers, quickly ramp on customer or account-specific context, and conduct lightweight customer research without hunting through docs, Slack threads, or tribal knowledge. That shared source of truth is especially valuable when building slides or preparing for conversations that require both technical precision and business context. **What do you dislike about Tribble?** Slide generation today is just a standalone non-editable image. I believe this is still a beta feature and will improve over the next year or so. **What problems is Tribble solving and how is that benefiting you?** Tribble solves the problem of fragmented institutional knowledge and the time cost of repeatedly re-deriving answers across Slack, docs, Gong, and tribal memory. Instead of manually piecing together past conversations, implementation details, or prior decisions, I can ask Tribble targeted questions and quickly get accurate, contextual responses—whether I’m evaluating implementation LOE, comparing architectural approaches, building customer-facing slides, or creating talk tracks. This has materially improved my speed, consistency, and confidence when responding to technical questions, preparing for customer conversations, or supporting cross-functional work, while reducing context-switching and redundant effort. ### 42. AI-Powered Answer Organization Tailored to Customers and Strategy **Rating:** 4.0/5.0 stars **Reviewed by:** Nicole C. | Head of Deal Desk, Mid-Market (51-1000 emp.) **Reviewed Date:** January 19, 2026 **What do you like best about Tribble?** The AI first aspect. Really helps me to find and organize my answers according to specific customers and strategies. **What do you dislike about Tribble?** So far, I’m still working through the kinks. There have been a few areas I’ve needed to add to the product, and that has slowed me down a bit. **What problems is Tribble solving and how is that benefiting you?** Tribble is allowing me to use trusted sources to pull information from so I can trustthat my answers are current and updated. ### 43. Efficient and User-Friendly **Rating:** 4.5/5.0 stars **Reviewed by:** Erika M. | Enterprise (> 1000 emp.) **Reviewed Date:** March 23, 2026 **What do you like best about Tribble?** I like Tribble because it is easy to use. I love that it's integrated with Slack and can process questions that would otherwise take much longer. It saves me time and increases my productivity. **What do you dislike about Tribble?** I wish it was a little faster. It takes multiple prompts to get what I want. **What problems is Tribble solving and how is that benefiting you?** I find Tribble saves time and boosts productivity by simplifying theme discovery across SFDC and Gong. Its Slack integration makes asking complex questions quick and easy. ### 44. Tribble's: A Smart, Time-Saving Tool for RFP **Rating:** 4.5/5.0 stars **Reviewed by:** Flora B. | Senior Tender Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** October 15, 2025 **What do you like best about Tribble?** It honestly feels like having an extra pair of hands during RFP season. Tribble's is smart, easy to use, and actually understands context, not just keywords. I love that everything is finally in one place. It saved me so much time by centralizing our Q&A and making it easy for the team to find, reuse, and collaborate on RFx. On top of that, the customer support is through the roof. They’ve been super responsive, always listening to feedback, and actually implementing the features we needed. They also developed the right integrations to fit how our team works, which made a huge difference. Our team uses Tribble on a daily basis now, and it’s become a key part of how we manage proposals. **What do you dislike about Tribble?** The setup takes a bit of effort at the start to get the content library and workflow right, but once that’s done, it really pays off.Their team has been joining numerous calls to support us with this setup. **What problems is Tribble solving and how is that benefiting you?** Tribble has completely changed the way we handle RFPs and proposals. Before, we were juggling multiple documents, folders, and threads just to find the right information. Now everything is centralized, structured, and easy to update. It’s solving the pain of scattered content and repetitive work, we can reuse accurate answers instantly, keep consistency across proposals, and collaborate with the team in real time. The biggest benefit is time. What used to take hours now takes minutes, and I can focus on strategy and storytelling instead of admin work. ### 45. Easy, integrated AI assistant **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** February 26, 2026 **What do you like best about Tribble?** Tribble has become a part of my daily workflows. The Slack integration makes it super easy to use, in addition to its ability to pull data across my emails, calls, CRM, and intranet to eliminate the manual process of adding context that is usually required for AI tool. **What do you dislike about Tribble?** While I encountered some initial inaccuracies, the output quality has seen significant and consistent improvement over time. **What problems is Tribble solving and how is that benefiting you?** Tribble helps me with account research, deal summaries, RFP responses, and call prep, follow ups, and recaps. ### 46. Optimized RFP Process with AI Chat analytics **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.) **Reviewed Date:** January 12, 2026 **What do you like best about Tribble?** The AI chat agent style makes it much easier to gain insights from aggregate data. The slide generation feature that pulls from the brain and Salesforce has also been very useful. **What do you dislike about Tribble?** Tribble is further along in its features with Slack compared to Microsoft Teams, but they are in the process of catching up the features. **What problems is Tribble solving and how is that benefiting you?** In addition to the automation of the RFP process, Tribble is helping us track analytics from Salesforce and create slides to present our KPIs to the executive team. The Analytics features have also been crucial to give us relevant insights into how we can optimize our current RFP process. ### 47. Tribble Makes RFP Responses Fast, Effortless, and Scalable **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** January 23, 2026 **What do you like best about Tribble?** Tribble allows me to do more work with less time, effort, hands, etc. Because of the source materials hosted in Tribble, the tool learning from my responses over time, and the fact that I don't have chase SMEs anymore, I won't go back to manual RFP responses. **What do you dislike about Tribble?** Tribble gets me very close to completion of RFPs, but there is always room for human verification. That comes with any AI powered tool. **What problems is Tribble solving and how is that benefiting you?** Historically, RFPs were something that took a lot of personnel effort to complete. Not only does it save me time, but it also saves my team time! ### 48. Effortless Workflow Setup with Robust Document Analysis **Rating:** 4.0/5.0 stars **Reviewed by:** Kelly S. **Reviewed Date:** January 22, 2026 **What do you like best about Tribble?** I like the ease of setting up workflows in Tribble. If I want to update its knowledge bank, it’s as easy as typing up a string. Tribble is able to analyze thoroughly a large set of data and files and answer any questions we ask it in Slack. Initial setup was easy. Linking CRM was easy as well. **What do you dislike about Tribble?** Filtering data was slightly tricky in terms of the interface. **What problems is Tribble solving and how is that benefiting you?** I use Tribble for analyzing documents and optimizing workflows. It handles large data sets, answers questions in Slack, and eases workflow set up by updating its knowledge bank effortlessly. ### 49. Good AI, Needs More Project Management Features **Rating:** 3.5/5.0 stars **Reviewed by:** Jasmine W. | Business Operations Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** January 09, 2026 **What do you like best about Tribble?** I like being able to assign tasks to people, which makes project management with Tribble beneficial for me. I also find Tribble's AI capabilities to be pretty good, as they minimize the time needed to rewrite answers. **What do you dislike about Tribble?** Tribble needs more project management features to help streamline tasks. Specifically, the absence of file attachment and a log of approvers can make certain aspects of project tracking and management cumbersome. **What problems is Tribble solving and how is that benefiting you?** I use Tribble for managing sales/customer questionnaires. It helps with project management by allowing me to assign tasks to people. The AI capabilities minimize the time needed to rewrite answers, which is pretty beneficial. ### 50. Saves Hours and Seamlessly Integrates **Rating:** 4.5/5.0 stars **Reviewed by:** David S. | Enterprise (> 1000 emp.) **Reviewed Date:** March 11, 2026 **What do you like best about Tribble?** I love how Tribble saves me tons of hours that were formerly spent manually researching. It's easy to use and extremely easy to set up. It analyzes data from our other tools like Salesforce and Gong. **What do you dislike about Tribble?** I don't like its writing style a ton, so I use other AI tools like Gemini for copywriting **What problems is Tribble solving and how is that benefiting you?** Tribble saves me tons of hours by reducing the time I used to spend on manual research. - [View Tribble pricing details and edition comparison](https://www.g2.com/products/tribble/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-02+14%3A29%3A07+-0500&secure%5Bsession_id%5D=9776ec2e-b8d1-4d96-be64-b72581911857&secure%5Btoken%5D=638b151151d8a155c2f7e9ef123f39caac9236b486ac5faf843b357c8d332613&format=llm_user) ## Tribble Integrations - [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) - [Agentforce Service (formerly Salesforce Service Cloud)](https://www.g2.com/products/agentforce-service-formerly-salesforce-service-cloud/reviews) - [Atlassian Atlas](https://www.g2.com/products/atlassian-atlas/reviews) - [Box](https://www.g2.com/products/box/reviews) - [Clari](https://www.g2.com/products/clari/reviews) - [Confluence](https://www.g2.com/products/confluence/reviews) - [Gong](https://www.g2.com/products/gong/reviews) - [Google Workspace](https://www.g2.com/products/google-workspace/reviews) - [Highspot](https://www.g2.com/products/highspot/reviews) - [Jira](https://www.g2.com/products/jira/reviews) - [Microsoft SharePoint](https://www.g2.com/products/microsoft-sharepoint/reviews) - [Microsoft Teams](https://www.g2.com/products/microsoft-teams/reviews) - [Notion](https://www.g2.com/products/notion/reviews) - [Salesforce B2C Commerce](https://www.g2.com/products/salesforce-b2c-commerce/reviews) - [Slack](https://www.g2.com/products/slack/reviews) - [Zendesk Contact Center](https://www.g2.com/products/zendesk-contact-center/reviews) - [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews) ## Tribble Features **Lead Facilitation** - Customer-facing Chatbot - Lead Qualification - Lead Follow-up - Meeting Scheduling **RFP Generation** - Templates - RFX - Versioning - Questions Library **Revenue Sourcing and Forecasting** - Revenue History - Pipeline Management - Dashboard Analytics - Multi-Device Data Visualization - Data Segmentation - Predictive Forecasting - Revenue Operations Cadence **Meeting Prep - AI Meeting Assistants** - Agenda Management - Virtual Meeting Hosting - Automated Scheduling **Agentic AI - Sales Analytics** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Document Processing & Extraction - AI Proposal Generator Tools** - Requirement Identification & Tagging - Multi-Format Document Ingestion - RFP & Questionnaire Parsing **Data Sourcing** - Data Sourcing - Exporting & Sharing Data - Multi-Device Data Visualization - Interactive Dashboards - Data Segmentation **Organization** - Opportunity and Pipeline Management - Data Entry - Integrations / APIs **RFP Distribution** - Tracking - Analysis - Selection **CRM Data Enrichment** - Calendar Sync - Email Activity Capture - Conversation Intelligence - Marketing Leads - Contact Capture **Meeting Automation - AI Meeting Assistants** - Automated Note-Taking - Voice Recognition - Action Item Tracking **AI Response Generation - AI Proposal Generator Tools** - Continuous Learning from Edits - Response Personalization & Tone Control - Contextual Answer Recommendations - AI Draft Response Generation **Predictive Analytics** - Lead Scoring - Opportunity Scoring - Risk Analysis - Live Forecasting **Performance Analysis** - Coaching - Peformance Tracking **Submissions** - Collaboration - Knowledge Base - Review - Reporting **Account Management** - Nonengaged Accounts - Account optimization - Historical Patterns - Rep Performance - Account Engagement - Historical Win/Loss Patterns **Meeting Insights - AI Meeting Assistants** - Sentiment Analysis - Personalization - Smart Summaries **Content Management - AI Proposal Generator Tools** - Governed Content Library - Content Versioning & Approval Controls - Duplicate Detection & Content Optimization **Sales Management** - Live Pipeline Management - Sales Gamification - Account-Based Analytics - Activity Tracking **Sales Analysis** - ROI Forecasting - Sales Forecasting **RFP Response** - Project Management - Content Library - Access - Automation - Export - Import **Accessibility - AI Meeting Assistants** - Language Translation - Real-Time Transcription - Accessibility Guidelines Compliance **Agentic AI - Revenue Operations & Intelligence (RO&I)** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making **Collaboration & Workflow - AI Proposal Generator Tools** - SME Assignment & Task Routing - Review & Approval Workflows **Generative AI** - AI Text Generation - AI Text Summarization **Agentic AI - RFP** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration **Agentic AI - AI Meeting Assistants** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Decision Making **Analytics & Performance - AI Proposal Generator Tools** - Proposal Performance Analytics **Agentic AI - AI Sales Assistant** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Meeting Capture & Retention - AI Meeting Assistants** - Bot Presence - Meeting Moments Management - Audio or Video Recording ## Top Tribble Alternatives - [Responsive, formerly RFPIO](https://www.g2.com/products/responsive-formerly-rfpio/reviews) - 4.5/5.0 (1,276 reviews) - [Loopio](https://www.g2.com/products/loopio/reviews) - 4.6/5.0 (803 reviews) - [Proposify](https://www.g2.com/products/proposify/reviews) - 4.6/5.0 (1,108 reviews)