ChatGPT and Claude don't recommend us.
Your competitors get cited. You don't. The difference is rarely the content itself — it's how the content is structured for AI to understand.
What's actually happening
Large language models pull citations from a small, ranked set of sources per query. They prefer pages with clean structure: explicit entities, defined terms, FAQ-shaped Q&A blocks, schema markup, and tightly written passages that map neatly to a question.
Generic marketing HTML — long paragraphs, ambiguous pronouns, no structured data, no FAQ — tokenizes into vague answers. The model has nothing to anchor a citation to. Your competitor with structured content gets the mention. You get nothing.
AI crawlers also see your site differently from humans. If your page needs JavaScript to render or your /.well-known/llms.txt doesn't exist, you're invisible at the discovery layer too.
Up to 12×
more structured content served to AI crawlers after enrichment, in our testing
A handful
of sources cited per AI answer — the slot is scarce
0
JS-rendered pages indexed by most AI crawlers
How Wrenda fixes it
We rewrite the version of your page that AI crawlers see — same URL, richer structure — without touching what humans get.
- 01AI optimization — when GPTBot, ClaudeBot, or similar crawlers fetch a page, we serve an enriched markdown version of it: entity expansion, semantic context paragraphs, FAQ generation (10-15 Q&As), schema metadata from the facts on the page.
- 02Page Optimizations — for each URL, Wrenda reads the page, your Search Console queries and the AI fan-out queries around it, then suggests title, meta, schema, FAQ and entity changes. Enable with one click or auto-apply; verified against Search Console after 14 days; reversible at any time.
- 03JSON-LD auto-injection — every pre-rendered page gets schema.org markup (Article, Product, WebPage) generated from your existing meta tags. No content edits needed.
- 04/.well-known/llms.txt auto-generated from your sitemap so AI assistants can discover your content map without crawling.
- 05Citation tracking — weekly monitoring (daily on Scale) of when ChatGPT, Perplexity, Gemini, Google AI Overviews, Microsoft Copilot and Grok cite your brand vs competitors. You see what's working.
What changes after you install
AI assistants cite you for queries you care about
Your structured pages outrank generic content in the citation slot.
You see citation gaps before competitors fill them
Weekly monitoring (daily on Scale) shows queries where competitors get cited and you don't.
Schema and FAQ markup happen automatically
No CMS migrations, no developer tickets — applied at the proxy layer, and per-page suggestions are verified against Search Console.
Real humans see no difference
Browsers get the original HTML. Only AI crawlers get the enriched version.
Get cited
Be the page AI recommends.
Install once, your AI-crawler version of every page is automatically enriched.
Start 14-day trial14-day free trial — No credit card required