1. [Home](https://www.g2.com/) 2. ... 3. [Public Sector Software](https://www.g2.com/categories/public-sector) 4. [Government Procurement Software](https://www.g2.com/categories/government-procurement) 5. [SamSearch](https://www.g2.com/products/samsearch/reviews) 6. [SamSearch Claims vs Evidence](https://www.g2.com/products/samsearch/claims-vs-evidence) # SamSearch Claims vs Evidence ## Claim: “Every opportunity graded against your company profile, past performance and your own criteria, with the passage it was scored from cited, so you can check it.” ##### Mixed support from reviews. Some reviewers report that recommendations use the company profile and explain why contracts fit, but others note imperfect matching and insufficiently deep opportunity qualification. The reviews do not establish that every opportunity is graded using past performance and cited source passages. - “The daily recommendations are actually relevant. It reads our company profile and tells us why each contract fits, not just that it does.” [Read Full Review](https://www.g2.com/survey_responses/13336887) - “I feel like the percentage match on RFP emails isn't always perfect for my business.” [Read Full Review](https://www.g2.com/survey_responses/13369648) - “The main area that could be improved is deeper opportunity qualification.” [Read Full Review](https://www.g2.com/survey_responses/13263008) Last updated Oct 5, 2026 Source: [https://samsearch.co/product/find-opportunities](https://samsearch.co/product/find-opportunities) ## Claim: “SamSearch searches federal, state and local, forecasts, recompetes, subcontracting, DIBBS, SBIR/STTR, grants, Canada and GSA eBuy together, and you choose which of those a given search covers.” ##### Supported by reviews. Relevant reviewers consistently report that SamSearch brings federal, state, and local opportunities together and includes forecasting, recompetes, and subcontracting-related opportunities. The reviews support these portions of the claim, though they do not independently address every named source or the ability to choose which sources a search covers. - “The ability to access federal plus state local jobs and opportunities for funding as subcontractors is great.” [Read Full Review](https://www.g2.com/survey_responses/13417188) - “I find SamSearch incredibly helpful for government contracting, from finding, forecasting opportunities, and recompetes” [Read Full Review](https://www.g2.com/survey_responses/13276561) - “The platform makes it easy to identify opportunities across multiple federal, state, and local portals.” [Read Full Review](https://www.g2.com/survey_responses/13255367) Last updated Oct 5, 2026 Source: [https://samsearch.co/product/find-opportunities](https://samsearch.co/product/find-opportunities) ## Claim: “Extract requirements from the SOW, build compliance matrices, and surface key insights automatically.” ##### Supported by reviews. Relevant reviewers describe automated RFP insights, organization of proposal requirements, bid/no-bid analysis, gap identification, and compliance-related tracking. These reports consistently support the claimed functionality, although they do not explicitly use the term “compliance matrices.” - “I also appreciate that it provides insights on the RFPs and helps start the draft of an RFP, organizing everything I need to prepare my drafts.” [Read Full Review](https://www.g2.com/survey_responses/13369648) - “The AI tools really help, and it's very user-friendly.” [Read Full Review](https://www.g2.com/survey_responses/13334918) - “The bid/no-bid reasoning is built in, which saves us from downloading docs and pasting into ChatGPT just to figure out if something is worth pursuing.” [Read Full Review](https://www.g2.com/survey_responses/13336887) - “ensuring compliance metrics” [Read Full Review](https://www.g2.com/survey_responses/13276561) Last updated Oct 5, 2026 Source: [https://samsearch.co/](https://samsearch.co/) ## Claim: “From proposal volumes to government form filling, every response is grounded in the solicitation and your organizational knowledge.” ##### Supported by reviews. Relevant reviewers report that SamSearch uses company-profile and solicitation information to inform opportunity analysis and draft FAR-compliant responses. The reviews support solicitation- and organization-informed drafting, although they do not specifically mention every response or government form filling. - “It reads our company profile and tells us why each contract fits, not just that it does.” [Read Full Review](https://www.g2.com/survey_responses/13336887) - “it provides insights on the RFPs and helps start the draft of an RFP, organizing everything I need to prepare my drafts.” [Read Full Review](https://www.g2.com/survey_responses/13369648) - “significantly accelerates the time needed to draft FAR compliant responses” [Read Full Review](https://www.g2.com/survey_responses/13255367) Last updated Oct 5, 2026 Source: [https://samsearch.co/](https://samsearch.co/) ## Claim: “samsearch agents shred the solicitation and its attachments, build the compliance matrix, and draft response sections grounded in your own past performance and document library, cited back to source.” ##### Supported by reviews. Relevant reviewers consistently report solicitation analysis, access to solicitation documents, gap/compliance support, and proposal drafting. However, the reviews do not specifically establish that drafts are grounded in the customer’s past-performance and document library or cited back to source. - “I also appreciate that it provides insights on the RFPs and helps start the draft of an RFP, organizing everything I need to prepare my drafts.” [Read Full Review](https://www.g2.com/survey_responses/13369648) - “I appreciate that it provides recommendations, drafts proposals, and highlights gaps.” [Read Full Review](https://www.g2.com/survey_responses/13334918) - “It's great at generating reports for senior roles on our pipeline's progress, ensuring compliance metrics, and significantly improving proposal writing using...” [Read Full Review](https://www.g2.com/survey_responses/13276561) - “I especially appreciate the ability to quickly access solicitation documents, which helps my team determine whether an opportunity is a good fit and begin preparing high-quality, competitive proposals.” [Read Full Review](https://www.g2.com/survey_responses/13205191) Last updated Oct 5, 2026 Source: [https://samsearch.co/](https://samsearch.co/) ## Claim: “samsearch searches federal, SLED, DIBBS, vehicles, subcontracts, and grants in one place, plus Canadian federal, provincial and municipal tenders, then grades every notice for fit against your NAICS and PSC codes, set-asides, and past performance.” ##### Mixed support from reviews. Reviewers consistently describe SamSearch as bringing multiple government opportunity sources together and providing relevant matching, fit explanations, and NAICS/PSC-based search. However, others report that qualification factors are not surfaced deeply enough and that set-aside classifications can be incorrect, so the reviews are mixed regarding the full breadth and accuracy of the claim. - “The daily recommendations are actually relevant. It reads our company profile and tells us why each contract fits, not just that it does. The bid/no-bid reasoning is built in” [Read Full Review](https://www.g2.com/survey_responses/13336887) - “The search is the biggest thing for me: I can describe what I'm looking for in plain language and get results that make sense, instead of guessing at the right NAICS/PSC combination the way I have to on SAM.gov.” [Read Full Review](https://www.g2.com/survey_responses/13266192) - “While the matching is useful, surfacing key bid/no-bid factors such as eligibility, local presence requirements, contract value, mandatory experience, certifications, and other potential deal breakers earlier would make it much easier to identify which opportunities are genuinely worth pursuing.” [Read Full Review](https://www.g2.com/survey_responses/13263008) - “I have noticed several times that SamSearch AI incorrectly labeled opportunities as SDVOSV and WOSB set-asides when they were not actually set-asides in the RFP.” [Read Full Review](https://www.g2.com/survey_responses/13255367) Last updated Oct 5, 2026 Source: [https://samsearch.co/](https://samsearch.co/) ## Claim: “AI finds, reads, and qualifies opportunities across every market.” ##### Supported by reviews. Relevant reviewers generally report that SamSearch finds opportunities across federal, state, and local sources, reads and summarizes them, and helps assess fit and bid/no-bid decisions. However, some reviewers note qualification gaps, including insufficiently surfaced deal-breakers and incorrect set-aside labels. - “The daily recommendations are actually relevant. It reads our company profile and tells us why each contract fits, not just that it does.” [Read Full Review](https://www.g2.com/survey_responses/13336887) - “The platform makes it easy to identify opportunities across multiple federal, state, and local portals.” [Read Full Review](https://www.g2.com/survey_responses/13255367) - “The main area that could be improved is deeper opportunity qualification.” [Read Full Review](https://www.g2.com/survey_responses/13263008) - “I have noticed several times that SamSearch AI incorrectly labeled opportunities as SDVOSV and WOSB set-asides when they were not actually set-asides in the RFP.” [Read Full Review](https://www.g2.com/survey_responses/13255367) Last updated Oct 5, 2026 Source: [https://samsearch.co/](https://samsearch.co/)