Top Free RFP Software

How Many RFP Software Products Does G2 Track?

Total Products under this Category: 191

Category Stats (Oct 2026)

  • Average Rating: 4.65/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Euna Procurement (+2.07%) - Among all products in this category, Euna Procurement recorded the largest rating increase compared to last month

Last updated: October 07, 2026

How Does G2 Rank RFP Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,800+ Authentic Reviews
  • 191+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for RFP Software

G2 Grid® for RFP Software plotting products by satisfaction and market presence

Highlighted products: Responsive, formerly RFPIO, Loopio, Upland Qvidian, Inventive.AI, Iris, Tribble, Steerlab, and AutogenAI.

Underlying data: [Grid® JSON](https://www.g2.com/categories/rfp/grids.json?focus%5B%5D=responsive-formerly-rfpio&focus%5B%5D=loopio&focus%5B%5D=upland-qvidian&focus%5B%5D=inventive-ai&focus%5B%5D=heyiris-ai-iris&focus%5B%5D=tribble&focus%5B%5D=steerlab&focus%5B%5D=autogenai)

Inventive.AI

Inventive AI is AI-native response automation platform for RFPs, RFI, Due Diligence Questionnaires (DDQ), security questionnaires (VSQs). Our clients see > 90% faster RFP response workflows and up to 50% higher win rates. THE INVENTIVE DIFFERENCE We have built industry-leading AI Agents for 3 of the biggest problems for the sales teams: 1. AI Conflict Manager (proprietary) to tackle conflicting sources Inventive is the first and only platform to have built proprietary LLM technology to detect conflicting information between your sources, so only the most accurate data makes it to the 2. AI Context Engine (proprietary) to get highly contextual responses Our Agents take extensive context into account while responding to the questions ranging from the floated documents, meeting notes, relevant web information, and more 3. AI Agents for strategic advantage Inventive has multiple agents that help with researching your competitors as well as customers. You can also brainstorm creative ideas and do general web research on the platform. 4. New age knowledge management to reduce the pain of maintaining legacy QnA library Inventive integrates with your data tools (Sharepoint, gDrive, Confluence, Notion, etc.), which reduces dependency on SMEs to maintain legacy QnA . We also offer an approach to get rid of legacy QnA library completely for fast moving teams. 5. Answer excel questionnaires and create narrative-style proposals You can create responses to excel sheets as well as generate narrative style documents within Inventive. 6. Always ahead The founding team comes from Google AI, Stanford & UC Bekerley, and the team members are pioneers of several LLM and agentic platforms. We are always ahead of the game in terms of fast moving AI-technology. Request a demo at inventive.ai/demo

Average Rating: 4.8/5.0

Total Reviews: 79

How Do G2 Users Rate Inventive.AI?

  • Ease of Use: 9.7/10 (Category avg: 9.2/10)
  • RFX: 9.7/10 (Category avg: 8.9/10)
  • Review: 9.4/10 (Category avg: 9.0/10)
  • Questions Library: 9.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Inventive.AI?

  • Seller: Inventive
  • Company Website:
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Marketing and Advertising
  • Company Size: 46% Small, 35% Medium

What Do G2 Reviewers Say About Inventive.AI?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Inventive.AI, finding it simplifies complex tasks and speeds up responses.
  • Users commend the efficiency of Inventive.AI, highlighting rapid RFP completion and seamless integration with tools.
  • Users value the time-saving benefits of Inventive.AI, greatly reducing the hours spent on manual reviews and compliance.
  • Users value the consistency in messaging offered by Inventive.AI, enhancing clarity and improving overall win rates.
  • Users appreciate the intuitive design of Inventive.AI, enabling faster and more efficient completion of tasks.
Cons
  • Users find the analytics insufficient, lacking depth for strategic planning and comprehensive insights into productivity trends.
  • Users find the reporting features lacking as customizable filters and visual dashboards are needed for better analytics.
  • Users feel a significant lack of clarity in content performance, hindering improvements and effective content management.
  • Users find the missing features of Inventive.AI, like onboarding tips and notification filters, limiting and frustrating.
  • Users note a minor gap in role-based workflows and suggest improvements for better control and onboarding.

What Are Recent G2 Reviews of Inventive.AI?

Iris

Iris – AI-Powered RFP Automation & Security Questionnaire Software Iris is an AI-powered response automation platform that helps sales, presales, and compliance teams complete RFPs, security questionnaires, DDQs, RFIs, and other buyer-facing documents faster and more accurately. By combining intelligent content generation with a centralized knowledge base, Iris eliminates bottlenecks, reduces manual work, and ensures consistency across every response. Generate First Drafts in Minutes Iris uses AI trained on your organization's past responses and institutional knowledge to create high-quality first drafts instantly. Teams save hours on repetitive content while still delivering tailored, accurate answers that reflect your company's voice and compliance standards. A Single Source of Truth The built-in knowledge base centralizes your best content in one place. As your team adds new responses, Iris learns and improves—adapting to your tone, terminology, and evolving security or compliance requirements. No more digging through old documents or Slack threads to find the right answer. Collaborative Workflows for Cross-Functional Teams Whether you're answering a complex RFP or completing a time-sensitive vendor security assessment, Iris makes collaboration seamless. Multi-user access lets sales engineers, subject matter experts, and compliance teams work in parallel, assign tasks, and maintain version control—replacing fragmented spreadsheets and email chains. Content Library for Consistency at Scale Quickly reuse top-performing answers with Iris's searchable content library. Built-in tagging, custom instructions, and template management help teams standardize responses across different questionnaire types while maintaining quality and brand consistency. Respond Faster. Win More. By automating repetitive content creation and improving response quality, Iris helps teams submit faster, increase win rates, and deliver a better buyer experience. Whether you're a lean team managing a handful of proposals or an enterprise responding at scale, Iris grows with you.

Average Rating: 4.9/5.0

Total Reviews: 75

How Do G2 Users Rate Iris?

  • Ease of Use: 9.7/10 (Category avg: 9.2/10)
  • RFX: 9.4/10 (Category avg: 8.9/10)
  • Review: 9.8/10 (Category avg: 9.0/10)
  • Questions Library: 9.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Iris?

  • Seller: heyiris.ai
  • Company Website:
  • Year Founded: 2023
  • HQ Location: Brooklyn / Chicago, US
  • LinkedIn® Page: www.linkedin.com
    43 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Computer & Network Security
  • Company Size: 44% Medium, 28% Small

What Do G2 Reviewers Say About Iris?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Iris, enabling quick productivity with minimal training and setup.
  • Users appreciate the time-saving benefits of Iris, significantly reducing response times for RFPs and security questionnaires.
  • Users value the time-saving capabilities of Iris, significantly reducing manual work during the RFP process.
  • Users praise Iris for its efficiency, drastically reducing time on tasks and enhancing productivity for teams.
  • Users praise the responsive customer support of Iris, providing quick solutions and enhancing the overall experience.
Cons
  • Users find a lack of mobile features hinders collaboration and review capabilities, despite prompt glitch resolutions.
  • Users experience inaccurate responses from Iris, particularly due to data quality and overly robotic outputs.
  • Users are disappointed by missing mobile capabilities that hinder review and collaboration efforts with Iris.
  • Users encounter minor bugs with Iris as the platform evolves, requiring occasional support for workarounds.
  • Users face integration issues with Iris, as it lacks certain functionalities and mobile support.

What Are Recent G2 Reviews of Iris?

Tribble

Tribble is a governed knowledge platform for organizations that answer high-stakes questions under time pressure. It takes the knowledge a company already holds, scattered across the CRM, call recordings, decks and documents, and turns it into answers that are cited, reviewable and drawn only from approved sources. At the center sits a knowledge layer Tribble calls the Brain. It learns: every document read and every expert correction compounds into one current understanding of how the business runs, with experts kept in the loop wherever judgment matters. Unlike a content library, where everything sits on the shelf and nothing indicates what is current, newer approved answers outrank stale ones. The platform covers RFPs, RFIs, due diligence questionnaires and security questionnaires, and connects to sources including Salesforce, Highspot, Confluence, SharePoint, Google Drive, Box and call recordings. Answers are delivered inside Slack, Microsoft Teams and the browser, so subject matter experts contribute without leaving the tools they already work in. The same knowledge layer supports pre-call preparation, closed-lost analysis, partner enablement, call coaching and CRM hygiene, so one deployment serves more than the proposal team. Published deployments include a sales engineer completing 90 percent of a 200-question RFP in under an hour, a proposal team handling more than 500 bids a year, and an enterprise rollout reaching 1,300 internal users and 350 partner organizations. Licensing is usage-based with unlimited users, so reviewers, subject matter experts and approvers participate without additional licenses. Tribble was founded in 2023 and is backed by Salesforce Ventures.

Average Rating: 4.7/5.0

Total Reviews: 175

How Do G2 Users Rate Tribble?

  • Ease of Use: 9.4/10 (Category avg: 9.2/10)
  • RFX: 9.3/10 (Category avg: 8.9/10)
  • Review: 8.8/10 (Category avg: 9.0/10)
  • Questions Library: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Tribble?

  • Seller: Tribble
  • Company Website:
  • Year Founded: 2023
  • HQ Location: Los Angeles, CA
  • Twitter: @Tribble_ai
    36 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Account Executive
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 42% Medium, 42% Large

What Do G2 Reviewers Say About Tribble?

AI-generated summary from verified user reviews

Pros
  • Users find Tribble to be an easy to use solution, enhancing efficiency and speeding up the RFX response process.
  • Users highlight the time-saving capabilities of Tribble, dramatically reducing workloads and speeding up response generation.
  • Users love Tribble's efficiency, significantly reducing workloads and expediting responses under strict deadlines.
  • Users appreciate the efficiency in RFP management with Tribble, highlighting time savings and ease of use.
  • Users value seamless integrations of Tribble with tools like Salesforce and Slack, enhancing efficiency and self-sufficiency.
Cons
  • Users have experienced inaccurate responses from Tribble, occasionally requiring validation against other sources for accuracy.
  • Users find Tribble has limited features, particularly missing project management tools and formatting options that hinder efficiency.
  • Users highlight the inaccuracy of AI responses in Tribble, necessitating careful prompting for reliable information.
  • Users find Tribble's inaccurate responses and outdated information limiting, impacting effective use in queries and tasks.
  • Users often face inaccuracy issues with Tribble, leading to vague responses and outdated information in their work.

What Are Recent G2 Reviews of Tribble?

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Steerlab

Steerlab is an AI-powered platform specifically designed to assist B2B companies in enhancing their response strategies for Requests for Proposals (RFP), Requests for Information (RFI), and security questionnaires. This solution caters to Proposal, PreSales, and Security teams, leveraging advanced automation and intelligent collaboration tools to significantly reduce response times, improve accuracy, and ultimately boost win rates. Steerlab addresses the complexities of responding to both structured Q&A documents and intricate narrative RFPs. Unlike conventional RFP tools that offer basic automation, Steerlab is engineered to facilitate the creation of high-quality, customized responses in various formats such as Excel, Word, or PDF. This versatility allows teams to maintain a professional and consistent tone while tailoring their responses to the specific context of each RFP. One of the standout features of Steerlab is its ability to automatically generate up to 90% of responses using pre-approved content. This capability not only accelerates the response process but also ensures that the quality of the answers remains high. The platform supports both straightforward Q&A formats and more elaborate narrative sections, such as executive summaries and solution descriptions, making it adaptable to a wide range of proposal requirements. Additionally, the self-updating content library organizes information by product, topic, and use case, ensuring that teams have access to the most relevant and current data without the need for manual upkeep. Steerlab also empowers teams to make informed decisions with its Go/No-Go agent, which evaluates the suitability of responding to an RFP based on various factors, including fit and internal capacity. The platform includes features for bias detection and gap analysis, allowing users to identify potential issues early in the process. Furthermore, deal pattern insights provide valuable analytics that help teams understand what strategies are effective across different industries and buyer types, enhancing future submissions. Collaboration is seamless with Steerlab, as it allows real-time interaction among internal and external teams. Users can assign tasks, leave comments, and track changes directly within familiar document formats, eliminating the need for cumbersome reformatting. The platform integrates smoothly with existing tools such as Notion, SharePoint, Google Drive, Salesforce, and Slack, ensuring that teams can work efficiently without switching between applications. Steerlab is designed with enterprise needs in mind, offering robust security and compliance with standards such as SOC 2 Type II, ISO 27001, and GDPR. It can be hosted in either the EU or US, depending on client preferences, and importantly, customer data is never utilized to train the AI models. Trusted by a range of B2B software companies, from startups to established enterprises, Steerlab is equipped to support organizations responding to varying volumes of RFPs, helping them focus on what truly matters: winning deals.

Average Rating: 4.6/5.0

Total Reviews: 55

How Do G2 Users Rate Steerlab?

  • Ease of Use: 9.5/10 (Category avg: 9.2/10)
  • RFX: 9.7/10 (Category avg: 8.9/10)
  • Review: 7.1/10 (Category avg: 9.0/10)
  • Questions Library: 9.6/10 (Category avg: 8.7/10)

Who Is the Company Behind Steerlab?

  • Seller: Steerlab
  • Company Website:
  • Year Founded: 2023
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 64% Medium, 25% Small

What Do G2 Reviewers Say About Steerlab?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the efficiency of Steerlab, benefiting from faster, accurate responses and streamlined workflows.
  • Users appreciate the high-quality AI responses of Steerlab, which enhance collaboration and decision-making efficiency.
  • Users find Steerlab easy to use, facilitating quick onboarding and seamless document handling with excellent import/export features.
  • Users benefit from enhanced process efficiency, as Steerlab automates workflows and accelerates draft generation significantly.
  • Users value the time-saving automation in Steerlab's RFP management, enhancing collaboration and boosting win rates.
Cons
  • Users notice inaccurate responses from Steerlab's AI, highlighting the need for double-checking critical compliance-related answers.
  • Users find the limited features of Steerlab restrict their ability to generate insights and create comprehensive client-facing materials.
  • Users note the missing features in Steerlab, particularly the lack of slide generation and comprehensive Slack integrations.
  • Users experience bug issues with formatted templates and version history, impacting collaboration efficiency in Steerlab.
  • Users find formatting issues challenging, impacting their ability to navigate and utilize features effectively.

What Are Recent G2 Reviews of Steerlab?

AutoRFP.ai

AutoRFP.ai is the accuracy-first AI platform for RFPs, security questionnaires, and DDQs: every answer source-grounded and citable, with zero library maintenance. SUBMISSION-READY ANSWERS YOU CAN DEFEND Zero hallucination by design: AutoRFP.ai only writes from content your team has approved, and if it can't find approved sources to support a response, it leaves the answer blank and flags it for human review rather than guessing. Every answer carries a trust score and shows the exact approved sources behind it. This is the Verifiable Response Engine™, with two visible components: the Citation Engine™ (every answer cites its source) and Trust Scores (per-answer confidence and source age). Quality isn't a promise: it's two scores and an edit rate. Every answer is scored twice before a human reads it: a Trust Score for the sources behind it and a Feedback Score for how completely it answers what was asked. The measure of quality is how little your experts have to change: a number, not an adjective. Generation defaults to verbatim language from your approved responses and learns your tone and structure, so answers sound like your company, not like AI. First drafts in minutes, every answer cited. AUTOMATE THE MUNDANE AND WIN EFFORTLESSLY Zero library maintenance: don't update content; have content update you. The system learns from every approved response, with no snippet curation, no tagging, and no dedicated content-manager role. Your solutions engineers and subject-matter experts review and approve a submission-ready first draft instead of writing from scratch. Fits your stack: Salesforce, SharePoint, OneDrive, Google Drive, Confluence, Notion, Microsoft Teams, and Slack, with SSO via Okta and Microsoft Entra (SAML, SCIM provisioning), plus an official MCP server. Built for the whole team: assignments and ownership, sequential review and co-editing, approval-gated saves, Slack and Teams notifications, and an ask-a-question bot in Slack or Teams that answers from your library and shows its sources. Answers export back in the client's original format: the same Excel or Word file, however it was formatted, with compliance boxes ticked where they wanted them. A browser extension with AI question scraping handles procurement portals like Ariba, Workday, and Coupa. DEPLOY AT SCALE WITH CONFIDENCE SOC 2 Type II and ISO 27001 certified, so security review doesn't stall your pilot. GDPR compliant, no training on customer data, tenant isolation and private instances available, and regional hosting in the US, EU, and Australia. A self-service Trust Center provides downloadable reports and agreements. Sequential approval workflows, role-based permissions, version history, and audit trails keep every answer defensible, including fund-specific and firm-wide approval layers for private-capital DDQ teams. One platform for the whole workload: RFPs, RFIs, security questionnaires, and DDQs in one system. 44+ languages, 24/6 global support, and unlimited users on every plan: pricing scales with projects, not seats. Try it on your own RFPs in a two-week proof of concept.

Average Rating: 4.8/5.0

Total Reviews: 61

How Do G2 Users Rate AutoRFP.ai?

  • Ease of Use: 9.2/10 (Category avg: 9.2/10)
  • RFX: 8.8/10 (Category avg: 8.9/10)
  • Review: 9.5/10 (Category avg: 9.0/10)
  • Questions Library: 9.4/10 (Category avg: 8.7/10)

Who Is the Company Behind AutoRFP.ai?

  • Seller: AutoRFP.ai
  • Company Website:
  • Year Founded: 2022
  • HQ Location: Brisbane, QLD
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 66% Medium, 23% Small

What Do G2 Reviewers Say About AutoRFP.ai?

AI-generated summary from verified user reviews

Pros
  • Users highlight the time-saving features of AutoRFP.ai, appreciating its efficiency in managing RFP processes seamlessly.
  • Users praise the time-saving RFP management of AutoRFP.ai, significantly enhancing productivity and efficiency in responses.
  • Users appreciate the team collaboration features of AutoRFP.ai, enhancing efficiency in project management and RFP responses.
  • Users appreciate the responsive customer support of AutoRFP.ai, ensuring quick assistance and valuable feedback integration.
  • Users highly value the efficiency of AutoRFP.ai, significantly reducing time spent on RFP processes and boosting productivity.
Cons
  • Users find the platform not especially intuitive, making navigation and project continuity challenging without clearer guidance.
  • Users find the poor interface design challenging, though it doesn't significantly hinder the overall usability of AutoRFP.ai.
  • Users find the feature usability lacking, with a need for clearer guidance and more intuitive navigation.
  • Users find navigation difficult, struggling to track projects and access features within the user interface.
  • Users find the difficult learning curve of AutoRFP.ai challenging, especially without adequate training before use.

What Are Recent G2 Reviews of AutoRFP.ai?

Bid Banana

Bid Banana is a user-friendly, subscription-based RFP (Request for Proposal) search engine developed by The Bid Lab. It aggregates thousands of open local, state, and federal RFPs and solicitations, helping small-to-medium businesses find, filter, and save relevant contract, grant, and funding opportunities. Organizations can also research previously closed bids and awarded contract data.

Average Rating: 5.0/5.0

Total Reviews: 10

How Do G2 Users Rate Bid Banana?

  • Ease of Use: 9.8/10 (Category avg: 9.2/10)

Who Is the Company Behind Bid Banana?

  • Seller: Bid Lab Technologies
  • Company Website:
  • HQ Location: Nyack, New York (remote)
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®
  • Ownership: Maurice and Jordan Harary

Who Uses This Product?

  • Company Size: 80% Small, 10% Large

What Are Recent G2 Reviews of Bid Banana?

Arphie

Arphie is an AI-powered RFP automation platform that helps sales, solutions engineering, investor relations, and security teams complete RFPs, RFIs, DDQs, and security questionnaires faster and with higher quality. Instead of spending hours drafting first-pass responses, searching for information, or manually maintaining a knowledge base, Arphie automates the most time-consuming parts of the RFP process by combining advanced artificial intelligence with human-in-the-loop workflows—freeing your team to focus on revenue, sales execution, and strategic work. Using cutting-edge, patent-pending AI technology, Arphie can: ■ Connect to your business information where it resides, without having to deal with pulling it into your knowledge base in a Q&A form, or having to manually update data. For example, when your marketing team updates the pitch presentation document, Arphie will automatically recognize those changes and make it available for use. Arphie can also migrate information from legacy RFP software in just a few clicks, so you won't lose anything from your prior content library. ■ Generate AI-written first-draft responses with full transparency. Arphie shows exactly where each answer comes from, displaying source citations and confidence signals alongside the generated response—so reviewers can trust and validate answers quickly. ■ Make knowledge management proactive instead of reactive. Arphie intelligently flags answers that may be outdated when underlying documents change and suggests improved responses—eliminating last-minute scrambles and ongoing manual updates. See how Arphie can bring your team into a whole new RFP paradigm — get a demo at www.arphie.ai today.

Average Rating: 4.9/5.0

Total Reviews: 26

How Do G2 Users Rate Arphie?

  • Ease of Use: 9.4/10 (Category avg: 9.2/10)
  • RFX: 9.4/10 (Category avg: 8.9/10)
  • Review: 9.4/10 (Category avg: 9.0/10)
  • Questions Library: 9.1/10 (Category avg: 8.7/10)

Who Is the Company Behind Arphie?

  • Seller: Arphie
  • Year Founded: 2023
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 50% Medium, 35% Large

What Do G2 Reviewers Say About Arphie?

AI-generated summary from verified user reviews

Pros
  • Users find Arphie to be exceptionally easy to use, enhancing productivity and simplifying knowledge management for teams.
  • Users are thrilled with how Arphie provides a time-saving solution, transforming workflows and enhancing productivity.
  • Users value the intuitive user interface of Arphie, making onboarding and integration seamless and efficient.
  • Users are thrilled with Arphie's time-saving efficiency, dramatically reducing RFP response times and enhancing productivity.
  • Users are thrilled with Arphie's time-saving RFP management, praising its efficiency and user-friendly, AI-driven features.
Cons
  • Users note export issues with limited file format options, suggesting the need for more flexibility in imports and exports.
  • Users experience occasional minor software bugs, but the team is quick to address and resolve them promptly.
  • Users note some formatting issues in Arphie that interfere with smooth extraction and overall user experience.
  • Users note that the inadequate reporting features are still pending, impacting their overall experience with Arphie.
  • Users find the lack of mobile accessibility in Arphie limits its use and hinders their overall experience.

What Are Recent G2 Reviews of Arphie?

Precoro

Precoro is an Agentic Procurement & AP Centralization Platform that consolidates procurement, E-invoicing, AP automation, and spend management in one place. Designed to streamline your entire intake-to-payment cycle, Precoro empowers businesses to eliminate manual effort, prevent maverick spend, and gain total control over cash flow. Stop toggling between disconnected tools: Precoro AI Crews cover intake to payment, inside your workflows and by your rules, while your team scales output, not headcount. Key Capabilities: Intake Crew: Capture the right details from the start with customizable request forms, internal catalogs, and supplier PunchOut integrations, so employees buy from approved sources every time. Purchasing Crew: Streamline your entire request-to-PO process. Automate custom approval workflows, centralize purchase orders, and eliminate maverick spend from day one. AP Automation Crew: Simplify AP from intake to payment. Automatically capture invoices via E-invoicing networks or intelligent document capture, run automated 3-way matching, and pay vendors directly from Precoro — including with virtual cards — with every payment backed by a matched, approved invoice. Spend Intelligence Crew: Get instant clarity with your built-in AI co-pilot. Ask natural language questions about spend trends, supplier performance, or budget forecasts, and get real-time budget monitoring and data-backed answers across locations and departments. Supplier Management Crew: Automate vendor onboarding and manage all supplier information, performance, and risk metrics within a secure, centralized repository. Contract Agent turns every contract into actionable insight, extracting key terms and answering contract-related questions instantly. Seamless Integrations: Connect Precoro with ERPs like NetSuite, QuickBooks, Xero, and Sage, or build custom connections via our free API to ensure data integrity across your financial ecosystem. Precoro ensures painless onboarding without IT involvement, with customization, scaling, and dedicated support from your Customer Success Manager. Security is our priority: Precoro is SOC 2 Type II compliant, supports SSO and 2-factor authentication, and aligns with GDPR/CCPA standards to keep your sensitive financial data protected.

Average Rating: 4.7/5.0

Total Reviews: 219

How Do G2 Users Rate Precoro?

  • Ease of Use: 9.3/10 (Category avg: 9.2/10)
  • RFX: 8.5/10 (Category avg: 8.9/10)
  • Review: 8.9/10 (Category avg: 9.0/10)
  • Questions Library: 9.1/10 (Category avg: 8.7/10)

Who Is the Company Behind Precoro?

  • Seller: Precoro
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Brooklyn, New York
  • Twitter: @PrecoroHQ
    845 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    143 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 63% Medium, 30% Small

What Do G2 Reviewers Say About Precoro?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Precoro, making it simple for newcomers to manage purchasing tasks.
  • Users appreciate the efficiency of Precoro, noting its ease of use and quick responses from customer support.
  • Users find Precor's simplicity refreshing, as it's user-friendly and easy for newcomers to navigate effectively.
  • Users appreciate the simple and intuitive approval process in Precoro, enhancing efficiency and user experience.
  • Users praise Precoro's fantastic customer support for its speed and effectiveness in resolving issues promptly.
Cons
  • Users find the not intuitive interface of Precoro challenging, especially in managing multiple subsidiaries and requests.
  • Users find the lack of centralization for approvals cumbersome, making it hard to manage multiple subsidiaries efficiently.
  • Users face challenges with invoice issues, particularly in approving invoices and reconciling with accounting software.
  • Users find the learning curve steep, particularly for new users navigating through requests and approvals.
  • Users find the limited functionality of Precoro challenging, especially with multiple subsidiaries and insufficient reconciliation options.

What Are Recent G2 Reviews of Precoro?

LightSource

LightSource is the only AI-native operating system for direct materials sourcing, purpose-built for innovative companies. Most manufacturers run sourcing on email, Excel, and tools never built for direct materials or NPI velocity. By the time procurement gets involved, most product cost is already locked in. LightSource fixes both. It connects engineering, procurement, and suppliers from first spec to award in one system, so cost decisions are made when they still matter and companies win on speed. Bids are normalized on arrival. Every decision is backed by data. Trusted by Amazon, Conair, BRP, Shure, and Medtronic

Average Rating: 4.9/5.0

Total Reviews: 11

How Do G2 Users Rate LightSource?

  • Ease of Use: 9.7/10 (Category avg: 9.2/10)
  • RFX: 9.8/10 (Category avg: 8.9/10)
  • Review: 9.6/10 (Category avg: 9.0/10)
  • Questions Library: 9.3/10 (Category avg: 8.7/10)

Who Is the Company Behind LightSource?

  • Seller: LightSource
  • Year Founded: 2020
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    59 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 55% Large, 45% Medium

What Do G2 Reviewers Say About LightSource?

AI-generated summary from verified user reviews

Pros
  • Users praise the exceptional customer support of LightSource, highlighting the team's commitment to efficient and effective sourcing.
  • Users laud the ease of use of LightSource, appreciating its straightforward setup and efficient functionality.
  • Users appreciate the growing feature set of LightSource, which enhances efficiency and simplifies commodity management.
  • Users appreciate the efficiency of LightSource, which significantly streamlines sourcing and vendor management processes.
  • Users value the automation capabilities of LightSource, significantly reducing manual tasks and enhancing efficiency in sourcing processes.
Cons
  • Users experience occasional software bugs, but the quick resolution by the team mitigates overall impact.
  • Users experience occasional glitches and bugs, but they find the overall benefits of LightSource outweigh these issues.
  • Users feel the lack of adequate documentation is an issue, expressing a desire for a Chinese user manual.
  • Users find that initial supplier engagement is a challenge, but once onboarded, they recognize its value.

What Are Recent G2 Reviews of LightSource?

Thalamus AI

Thalamus AI is an AI-native RFP and proposal platform that helps enterprise proposal teams automate the full RFP lifecycle - from bid qualification and requirement mapping to SME collaboration, compliance tracking, addenda management, source-linked proposal drafting, and post-submission learning. Powered by AI agents and a verified RFP content library, Thalamus AI supports every RFx type: RFPs, RFIs, DDQs, security questionnaires, Q&A forms, portal responses, and high-stakes narrative proposals. Unlike traditional RFP software built mainly around content libraries and answer reuse, Thalamus AI brings bid strategy, proposal knowledge, compliance control, SME coordination, and institutional learning into one workspace. Teams can qualify RFP opportunities, map explicit and implicit requirements, route work with AI RACI assignments, manage clarification and risk registers, track compliance matrices, monitor addenda, and build structured review gates across the response process. Thalamus AI turns past proposals, case studies, project experience, certifications, compliance proofs, Q&A pairs, pricing inputs, and approved content into source-linked proposal knowledge. Every correction, decision, reviewer comment, win, and loss can improve future responses, helping teams build a compounding RFP knowledge layer over time. Thalamus AI integrates with tools such as SharePoint, OneDrive, Google Drive, Slack, Outlook, Microsoft Teams, and enterprise file repositories, helping proposal teams centralize knowledge while coordinating work across sales, legal, finance, security, solutions, delivery, and SMEs. Thalamus AI is SOC 2 Type II and ISO 27001 certified, giving enterprise teams a secure AI RFP software platform for complex proposal, questionnaire, and bid management workflows. Trusted by organizations including AGS Health, Cardinal Correctional, EBC, R1, and Whatfix, Thalamus AI is built for proposal teams that need more than answer automation. It helps teams build stronger RFP responses with compliant content, traceable knowledge, coordinated reviews, and bid intelligence that improves with every submission.

Average Rating: 5.0/5.0

Total Reviews: 13

How Do G2 Users Rate Thalamus AI?

  • Ease of Use: 9.7/10 (Category avg: 9.2/10)
  • RFX: 9.4/10 (Category avg: 8.9/10)
  • Review: 9.5/10 (Category avg: 9.0/10)
  • Questions Library: 9.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Thalamus AI?

  • Seller: Thalamus AI
  • Year Founded: 2025
  • HQ Location: San Francisco, US
  • Twitter: @ThalamusHQ
    5 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 46% Large, 38% Medium

What Do G2 Reviewers Say About Thalamus AI?

AI-generated summary from verified user reviews

Pros
  • Users love the efficiency brought by Thalamus AI, achieving rapid proposal drafts with powerful AI assistance.
  • Users love the efficient RFP automation of Thalamus AI, drastically speeding up proposal creation with its AI Agents.
  • Users value the automation capabilities of Thalamus AI, significantly speeding up RFP processes and enhancing efficiency.
  • Users value the smoother collaboration tools in Thalamus AI, enhancing communication and efficiency with integrated solutions.
  • Users value the efficient Content Library for its smooth integration and minimal maintenance, enhancing proposal creation speed.
Cons
  • Users experience software bugs like freezing screens and loading issues, impacting the overall reliability of Thalamus AI.
  • Users experience bug issues like task tracker loading failures, although support is responsive and helpful.
  • Users experience integration issues with Thalamus AI, particularly finding the Dropbox setup prolonged and cumbersome.

What Are Recent G2 Reviews of Thalamus AI?

Arkestro

Arkestro is the leading Predictive Procurement Orchestration platform. Built to amplify the impact of procurement’s influence, Akestro customers deliver a 2-5x lift on cost savings from everyday purchasing and sourcing cycles. Top enterprises leverage Arkestro’s behavioral science, game theory and machine learning to predict and win faster value in every category of addressable spend. Learn more at arkestro.com

Average Rating: 5.0/5.0

Total Reviews: 11

How Do G2 Users Rate Arkestro?

  • Ease of Use: 10.0/10 (Category avg: 9.2/10)
  • RFX: 7.5/10 (Category avg: 8.9/10)
  • Review: 9.2/10 (Category avg: 9.0/10)
  • Questions Library: 5.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Arkestro?

  • Seller: Arkestro
  • Year Founded: 2017
  • HQ Location: San Francisco, US
  • Twitter: @Arkestro
    725 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    136 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 73% Medium, 9% Large

What Do G2 Reviewers Say About Arkestro?

AI-generated summary from verified user reviews

Pros
  • Users value the supportive customer service from Arkestro, making it easy to use independently after training.
  • Users find Arkestro to be easy to use, enabling teams to operate independently with helpful support from the team.
  • Users praise Arkestro for its efficiency in streamlining processes and effectively reducing overall spending.
  • Users find Arkestro's onboarding process seamless, enabling teams to operate independently with strong support when needed.
  • Users benefit from process automation in Arkestro, which efficiently streamlines operations and minimizes expenses.
Cons
  • Users face challenges with inaccurate responses regarding delivery dates, affecting their bidding experience.

What Are Recent G2 Reviews of Arkestro?

What Are G2 Users Discussing About Arkestro?

OrbitShift

OrbitShift is an AI-powered sales engine built for enterprise technology, engineering, and business services organizations, helping teams move from the first signal of opportunity to closing the deal. Powered by 50+ specialized AI agents, OrbitShift continuously connects live buying signals with the intelligence spread across your CRM, customer interactions, and knowledge repositories. It helps teams uncover emerging opportunities, understand complex accounts, identify the right buyers, execute relevant campaigns and outreach, manage proposals, and move deals forward faster. Rather than adding another point solution to the sales stack, OrbitShift brings sales, campaign teams, pre-sales, and enablement together around a shared view of the customer and the next best action. Every part of the selling motion becomes faster, more connected, and easier to execute. Trusted by 8 of the world's top 15 technology services providers, including DXC, Fujitsu, HCLTech, Infosys, LTIMindtree, Tech Mahindra, and Wipro, OrbitShift helps organizations build better-qualified pipeline, shorten deal cycles, increase win rates, and accelerate proposal management.

Average Rating: 4.6/5.0

Total Reviews: 30

How Do G2 Users Rate OrbitShift?

  • Ease of Use: 9.1/10 (Category avg: 9.2/10)
  • RFX: 7.5/10 (Category avg: 8.9/10)
  • Review: 5.8/10 (Category avg: 9.0/10)

Who Is the Company Behind OrbitShift?

  • Seller: OrbitShift
  • Year Founded: 2022
  • HQ Location: San Francisco, California, United States
  • LinkedIn® Page: www.linkedin.com
    69 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 63% Large, 10% Medium

What Do G2 Reviewers Say About OrbitShift?

AI-generated summary from verified user reviews

Pros
  • Users value the efficiency of OrbitShift, significantly reducing time spent on research and planning for outreach efforts.
  • Users highlight the ease of use of OrbitShift, enhancing their workflows and adapting seamlessly to company needs.
  • Users value the efficient decision-making capabilities of OrbitShift, enhancing team alignment and reducing research time.
  • Users value the time-saving capabilities of OrbitShift, significantly reducing their research and planning efforts.
  • Users value the ease of setup and detailed contact information provided by OrbitShift, enhancing their outreach effectiveness.
Cons
  • Users find the data accuracy issues on OrbitShift problematic, with outdated contact info undermining trust and reliability.
  • Users find the outdated data on OrbitShift frustrating, as it compromises the reliability and accuracy of information.
  • Users find the inaccurate responses on OrbitShift problematic, encountering outdated or mismatched contact information frequently.
  • Users report outdated information on OrbitShift, with 2%-3% inaccuracies affecting the reliability of contact data.
  • Users find OrbitShift has a steep learning curve, requiring guided onboarding for effective use and understanding of its features.

What Are Recent G2 Reviews of OrbitShift?

Prokuria

Procurement made easy with Prokuria. Cut your procurement costs without compromising on quality! Prokuria's cloud-based platform is an innovative way to streamline your procurement, purchasing, and sourcing process. It helps you save time and money through automation, without compromising on quality or customizations that suit each team’s needs perfectly! Prokuria is easy to customize, fast to start, with an intuitive interface when compared to other more traditional software solutions. No training is required for buyers and suppliers, which leads to fast adoption by teams. While cloud-based, it is straightforward to be customized for special requirements like approval flows, audit needs, or special user rights. RFIs, RFPs, RFQs without hassle From RFIs, RFPs, RFQs, and other sourcing documents to procurement decisions - streamline your way with digitized data. Prokuria is the key to faster and smarter sourcing decisions from anywhere in a matter of seconds with our innovative technology that streamline the selection and puts you on top of your sourcing process through features like Sealed Bids, Message Center, Supplier Engagement Monitoring, Internal Collaboration, Smart Alerts & Reminders, Powerful Questionnaires, Audit Logs and more. Reverse Auctions for big impact With Prokuria's new and improved tools for reverse auctions, you'll be able to maximize savings while streamlining supplier selection - all in one place with the use of our best features: British Reverse Auctions, Dutch Auctions, Dynamic Allocations, Multiple Factor Auction (MFA), Supplier Engagement Monitor, Set-up for competition (multiple settings available: show or hide rank and best bid, bid at item level or at the total price), Message Center, Audit logs and more. Requisition & Approvals You'll never have to worry about forgetting a document again. All your requisition, approvals, and budget tracking in one place! You can configure the workflow to suit you. You'll get access to real-time updates that tell how things are going with no hassle of juggling multiple lists or checking up on past transactions every day! Supplier Management for utmost efficiency Automate your way to success. Get a centralized view on suppliers' performance, collaborate with them and let you be the one in charge with Prokuria's great features like Central Directory, Supplier Onboarding, Approval Flows, Suppliers Scorecards, Supplier Segmentation, Smart Automations, Internal Collaboration, Audit logs, Smart Alerts & Reminders and many more. Purchase Orders made interactively With the use of technology, eliminate manual work and coordinate purchasing processes in an efficient manner, configure your POs, improve collaboration with suppliers with the use of Prokuria's Interactive PO, and track updates in real-time with clear statuses and smart notifications. Contract repository You can't afford to miss deadlines. Keep your contracts online and with smart notifications for a paperless office, where you're always on top of things! Supplier Price Monitoring Keep an eye on the price of your products, promotions, and stock in any country or online shop with our great features like Data History, Alerts and Notifications, Customizable Reports, Data Export and API. No-Code for Procurement Discover how Prokuria through its no-code solution makes it simple to design and build applications, so companies can quickly launch complex, scalable, automated workflows without writing a single line of code. With Prokuria, we make sure that the procurement process is both modern and efficient with our software. We use several different approaches to achieve this goal with a focus on: - Ease of use - With a user-friendly and intuitive interface, anyone can use Prokuria with no training needed. - Free-trial - Test Prokuria and see if we are a match for you. We offer a Risk-Free Trial where no credit card is required to sign up! - Open pricing - We want to make sure you have the right plan for your needs, so we offer flexible and transparent pricing options. You can be confident in knowing exactly what it costs before committing! - In-depth customizations - Custom fields, custom modules, intelligent flows, and alerts. - Usability - Latest standards in design and UX. Product adoption is fast for users, but also for suppliers. - Internal collaboration - Speed of business is essential. Particularly for remote working, efficient communication and project/task management is key. - Fast implementation & data migration (weeks - vs. other platforms, months) - Buying teams need a working solution now, not in 6 months, or when IT departments can work on their problem.

Average Rating: 4.9/5.0

Total Reviews: 8

How Do G2 Users Rate Prokuria?

  • Ease of Use: 9.8/10 (Category avg: 9.2/10)
  • RFX: 8.9/10 (Category avg: 8.9/10)
  • Questions Library: 8.9/10 (Category avg: 8.7/10)

Who Is the Company Behind Prokuria?

  • Seller: Prokuria
  • Year Founded: 2017
  • HQ Location: Windermere, US
  • Twitter: @prokuria
    161 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Small, 25% Medium

What Do G2 Reviewers Say About Prokuria?

AI-generated summary from verified user reviews

Pros
  • Users value the automation features of Prokuria, significantly saving time and money in procurement processes.
  • Users value the efficiency of Prokuria, reducing time and costs through streamlined procurement automation.
  • Users value Prokuria's process automation, as it streamlines procurement, saving time and money effectively.
  • Users benefit from the automated procurement process of Prokuria, saving both time and money effectively.
  • Users benefit from Prokuria's time-saving automation, simplifying procurement and eliminating tedious processes like Excel and emails.
Cons
  • Users find the manual data entry process cumbersome as there's no upload option for adding suppliers initially.
  • Users find the manual processes tedious, especially when adding suppliers for the first time without an upload option.
  • Users face upload issues with Prokuria, as the initial manual entry of suppliers complicates the process.

What Are Recent G2 Reviews of Prokuria?

Jiga

Sourcing manufactured parts is a very manual, time consuming process. With constant back-and-forth with suppliers via emails and spreadsheets, supply chains become inefficient, slow and error-prone. Jiga makes sourcing parts fast and hassle free. Using Jiga you: -Find the right vetted suppliers -Communicate with them directly -Eliminate friction on quoting and ordering -Track quotes, parts, revisions and orders Supported manufacturing services include CNC machining, 3D printing, sheet metal, injection molding, custom PCBs and more.

Average Rating: 4.8/5.0

Total Reviews: 13

How Do G2 Users Rate Jiga?

  • Ease of Use: 9.5/10 (Category avg: 9.2/10)
  • RFX: 10.0/10 (Category avg: 8.9/10)
  • Review: 9.2/10 (Category avg: 9.0/10)
  • Questions Library: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Jiga?

  • Seller: Jiga
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • Twitter: @Jiga3d
    123 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    120 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 69% Small, 15% Medium

What Are Recent G2 Reviews of Jiga?

What Are G2 Users Discussing About Jiga?

VisibleThread

VisibleThread is a full-lifecycle RFP platform designed to support every stage of the bid and contract process - before, during, and after submission. It fits into existing workflows across sales, capture, proposal, and contracts teams, supporting organizations of all sizes without forcing process change. Manual, repetitive work is replaced with intelligence and automation, helping teams move faster while maintaining control, consistency, and quality across complex documents. All insights in VisibleThread are grounded in evidence and fully traceable back to source content. The platform creates a clear, visible thread between AI-powered outputs and the original documents they come from enabling confident decision-making, defensible compliance, and reliable analysis. From opportunity qualification and document comparison to risk identification and quality checks, teams gain actionable insights without relying on black-box AI or manual interpretation. Security is built in, not bolted on. VisibleThread is trusted with highly sensitive, mission-critical content and supports multiple deployment options including private cloud and on-premise to meet a wide range of security and governance requirements. The result is a single, secure platform that improves speed, quality, collaboration, and outcomes, while reducing risk and enabling teams to win more business with confidence.

Average Rating: 4.3/5.0

Total Reviews: 14

How Do G2 Users Rate VisibleThread?

  • Ease of Use: 8.9/10 (Category avg: 9.2/10)
  • RFX: 10.0/10 (Category avg: 8.9/10)
  • Review: 9.2/10 (Category avg: 9.0/10)
  • Questions Library: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind VisibleThread?

  • Seller: VisibleThread
  • Year Founded: 2008
  • HQ Location: Baltimore, MD
  • Twitter: @VisibleThread
    1,469 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    59 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 47% Medium, 47% Small

What Do G2 Reviewers Say About VisibleThread?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the user-friendly interface of VisibleThread, enhancing efficiency with easy navigation and helpful documentation.
  • Users benefit from excellent tracking capabilities, enhancing document compliance and providing essential insights for proposal writing.
  • Users appreciate the easy document scanning and compliance generation feature of VisibleThread, enhancing efficiency and accuracy.
  • Users value the user-friendly documentation of VisibleThread, enhancing their ability to quickly generate compliance metrics.
  • Users find document management features in VisibleThread user-friendly, enhancing compliance and security with impressive visuals.
Cons
  • Users find the interface not intuitive, requiring time and support to navigate and understand the features effectively.
  • Users experience bug issues with VisibleThread, as it sometimes fails to correctly recognize paragraphs when shredding PDFs.
  • Users report a steep learning curve with VisibleThread, making it time-consuming to master the complex interface.
  • Users find the feature usability limited due to lack of ignored word lists and support for additional languages.
  • Users are frustrated by inaccurate responses when generating compliance matrices from PDF documents, leading to multiple rows for one paragraph.

What Are Recent G2 Reviews of VisibleThread?

What Are G2 Users Discussing About VisibleThread?

Nathan Calabrese
NC
Researched and written by Nathan Calabrese
Updated October 3, 2024