Agentcy open sources AI visibility
Agentcy is open-sourcing the AI visibility module of its platform, making it free for anyone to download and use. The move gives PR and communications agencies an auditable foundation for tracking not just how brands appear in AI search results, but whether what those results say about them is actually correct. The module has been built with the industry and for the industry, developed with input from senior practitioners across PR, corporate communications, and public affairs.
What the AI says about you matters as much as whether it mentions you at all. A brand can appear frequently in AI responses and still be systematically misrepresented. It can be cited as a source without ever being named in the answer. Source presence and narrative presence are different problems, and most tools only solve one of them.
Agentcy defines accuracy precisely: the extent to which AI search results describe a brand correctly, measured claim by claim against a verified source of truth. The platform breaks each brand description into discrete, testable claims, checks them against approved brand material, and flags every divergence: wrong facts, outdated positioning, missing context, competitive misattribution. Every score is traceable back to the raw prompt, the raw answer, the cited URLs, and a timestamp. Nothing is a black box.
"Much of the hype about GEO centres on visibility but for the work we do with clients in the corporate, government and not-for-profit space then being portrayed accurately in AI answers is even more important. Tools that just focus on visibility can't provide corporate communications professionals with the data they need to protect and improve reputations," said Stuart Bruce, The PR Futurist and Co-CEO of AI communications transformation consultancy Purposeful Relations.
The platform is available now at github.com/AgentcyPR/ai-visibility.