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Is your brand in the knowledge graphs AI trusts?
AfterLaunch checks whether your brand appears in the knowledge graphs AI assistants lean on, Wikidata and the Google Knowledge Graph, and what to do if it is not there yet.
Free, no signupLooking up YourSaaS in the knowledge sources AI reads from.
YourSaaS resolves to one confident entity. Models can name it without hedging.
Freshlaunch only exists on its own site. Directory listings and consistent naming build the entry.
What this tool checks
AfterLaunch looks your brand up in the public knowledge sources machine systems read from: Wikidata, the structured knowledge base behind much of the machine-readable web, and the Google Knowledge Graph, which powers how Google understands entities. The verdict is simple: recognised, partially recognised, or not recognised.
The full result, unlocked with an email, shows what each source actually holds about you and the concrete steps that build recognition, grounded in what the check found rather than generic advice.
Why entity recognition matters
When an AI assistant decides whether to name your product, it leans on whether you exist as a coherent entity in the sources it trusts. A product that appears in the knowledge graphs, described consistently, is something a model can talk about with confidence. A product that only exists on its own website is a single unverified claim, and models hedge on claims they cannot corroborate.
Entity recognition is slow to build and durable once built. Consistent naming across your site, your directory listings and your company profiles is what lets scattered mentions collapse into one confident entity.
Common questions
What counts as recognised?
Recognised means your brand has a matching entry in the sources the check reads, with Wikidata as the backbone. Partially recognised means it appears in some sources but not others, or the match is weak. Not recognised means the check found no matching entity.
My product is new. Should I expect to be recognised?
Probably not yet, and that is useful to know. Entity recognition follows presence: directory listings, company profiles, third-party mentions and consistent naming. The full result lists the steps in a sensible order.
Why does the Google Knowledge Graph result sometimes say not checked?
The Google lookup depends on an upstream service being available at run time. When it is not, the check reports it honestly as not checked rather than guessing.
What does it cost?
Nothing. The verdict and per-source summary are free with no signup. The detail and the fix guidance unlock with an email address. No card, no trial starts.
AfterLaunch is the agentic growth engine. This check is one of the hundred-plus runs it makes on a company every week.
claude mcp add afterlaunch --transport http https://afterlaunch.io/api/mcp --header "Authorization: Bearer $AFTERLAUNCH_API_KEY"Cursor, Windsurf, Gemini CLI and VS Code read AGENTS.md instead. ChatGPT and Claude on the web need no file, just the connector. See the per-client guides.