Open-source AI agents for public services
Bayes Impact (bayesimpact.org) scores 81 out of 100 on Brand Analyzer, placing it in the Strong Brand tier among Government brands, Non-profit brands, Technology brands, in the 89th percentile of 19934 Government brands.
Bayes Impact is a technology nonprofit founded in 2014 that builds open-source AI technology for governments and public services. Its platform helps public agencies in sectors such as healthcare, employment, and social services deploy AI agents to better support citizens. The organization states it has supported more than 20 million people since its founding, and positions itself as a leading nonprofit provider of AI tools for the public sector.
| Brand Name | Bayes Impact |
|---|---|
| Domain | bayesimpact.org |
| Industry | Government, Non-profit |
| Founded | 2014 |
| Main Competitors | Code for America (81/100), Nava PBC (79/100), Palantir Technologies (88/100), OpenGov (89/100), DataKind (74/100) |
Ranked #1,988,693 on the Tranco list of most-visited sites - modest traffic makes the brand easy for AI models to overlook.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "The technology nonprofit putting AI to work for people in need and those who help them: 20M+ people supported since 2014." (Meta description: 21 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: 1 JSON-LD block(s), Organization schema, og:title, og:description, og:image, og:type, Twitter cards, canonical. Adding FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Detected tech stack: Vercel.
Social footprint: verified profiles on GitHub, LinkedIn, X (Twitter), Facebook, Instagram; no detected presence on YouTube - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked November 2026.
When asked "What is Bayes Impact?", Claude could identify the brand as of November 2026. Bayes Impact is a nonprofit tech organization that builds data science and software solutions for government and social-good applications, founded by Paul Duan. It's known for projects like Bob Emploi, a job-search assistant used in France, and various civic tech initiatives in c Best known for Building Bob Emploi, an AI-driven job search assistant deployed with the French government.
When asked "Best brands similar to Bayes Impact?", Claude would recommend Bayes Impact as of November 2026. It's a notable civic-tech nonprofit with real-world government partnerships, so it's worth mentioning alongside similar public-interest tech organizations like Code for America.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Bayes Impact's main competitors in Government: Code for America (81/100), Nava PBC (79/100), Palantir Technologies (88/100), OpenGov (89/100), DataKind (74/100).
Sources: Brand Analyzer scan
Bayes Impact has limited AI-search visibility, scoring 34/100 on Brand Analyzer's AI visibility composite (visibility 23, trust 24, recommendation 64). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Bayes Impact official site
Bayes Impact scores 64/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest Government options. Recommendation depends on crawlability, structured data, and category authority.
Sources: Bayes Impact official site
Bayes Impact is a technology nonprofit organization founded in 2014 that builds open-source AI technology for governments and public services. It describes itself as the leading nonprofit for AI in public services, aiming to act as the operating system of what it calls the 'agentic government.' The organization focuses on helping public agencies deploy AI tools to better serve citizens, particularly in areas like healthcare, employment, and social services.
Sources: Bayes Impact official site
Bayes Impact builds open-source AI technology that allows public services and governments to deploy AI agents to support their citizens. It provides what it calls a safe, effective, and sovereign AI platform purpose-built for government use, targeting sectors such as healthcare, employment, and social services. The organization works directly with governments and public service organizations rather than consumers or private businesses.
Sources: Bayes Impact official site
Bayes Impact can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: Bayes Impact official site
Bayes Impact offers an open-source AI platform designed for governments and public service organizations to deploy AI agents. This platform is intended to help public agencies in sectors such as healthcare, employment, and social services better support the citizens they serve. The organization describes its offering as a safe, effective, and sovereign AI system built specifically for government and public-sector use.
Sources: Bayes Impact official site
Bayes Impact is known for building open-source AI technology for governments and public services, and for stating that it has supported over 20 million people in need since it was founded in 2014. It is positioned as a nonprofit focused specifically on bringing AI tools into the public sector, including healthcare, employment, and social services.
Sources: Bayes Impact official site
Bayes Impact's technology is used by governments and public service organizations, particularly those operating in healthcare, employment, and social services sectors. The ultimate beneficiaries are the citizens served by these public agencies, with the organization reporting that it has supported more than 20 million people in need since 2014.
Sources: Bayes Impact official site
Bayes Impact scores 34/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Bayes Impact has a weak AI-visibility profile at 34/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (64/100) and its weakest is visibility (23/100). It benefits from a Wikidata knowledge-graph entry, a global traffic rank of #1,988,693 (Tranco) and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify Bayes Impact from memory (November 2026) - a sign these signals are paying off.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
Ranked closest to Bayes Impact: Battery Junction (81/100), Baron Weather (81/100), British Deaf Association (81/100), Office de Tourisme de Belle-Ile-en-Mer (81/100).
A step up - brands to learn from: Yr (91/100), Yoti (91/100).
Category leader: ABC News (96/100).
Brand Analyzer is built by DataEase AI. Track your brand in ChatGPT, Gemini and Perplexity.