GEO Readiness · May 7, 2026
mixpanel.com
10 pass · 1 partial · 4 fail across 15 GEO readiness checks. Top failures are highlighted below — fix these first.
These are the surface checks. Get a full 200+ point audit with AI action plan.
AI crawler access
50/50 ptsWhether AI search engines can actually reach your site — the foundation for everything else.
Content accessibility
15/15 ptsWhether your content is reachable, public, and visible without JavaScript.
Structured data (JSON-LD)
0/15 pts3 issuesSchema.org markup that helps AI engines identify your brand and cite your content.
No JSON-LD structured data found on the homepage.
How to fix: Add at least one <script type="application/ld+json"> block. Start with an Organization schema (name, url, logo, sameAs) — it's the foundation every AI search engine uses to identify your brand.
No entity schema (Organization, WebSite, LocalBusiness, etc.) found. AI engines need this to attribute content to your brand.
How to fix: Add an Organization schema with at least name, url, logo, and a sameAs array linking to your verified social profiles. This is the single most important schema for AI brand recognition.
No JSON-LD structured data on the homepage, so no content-type schema either.
How to fix: Add JSON-LD structured data to your homepage. Start with FAQPage — it's the schema AI engines cite most often.
Discoverability files
5/10 pts1 issue/llms.txt and /sitemap.xml — the files AI crawlers look for first.
No /llms.txt at the site root (HTTP 404).
How to fix: Add an /llms.txt file at your domain root. Markdown format: H1 with site name, blockquote summary, then sections like ## Docs with bullet links to key URLs. Anthropic and Answer.AI endorse this standard.
On-page basics
8/10 ptsTitle, meta description, single H1, complete Open Graph — fundamentals AI engines lean on.
Issues found: 3 <h1> tags (should be exactly 1).
How to fix: Fix the items listed above. These are the same signals Google AI Overviews and ChatGPT Search use to generate snippets — getting them right makes you eligible for richer citations.
Now check a competitor
See how mixpanel.com stacks up against the sites you're losing AI mentions to.