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 /llms.txt doesn't exist, you're invisible at the discovery layer too.
5-10×
higher AI citation rate after content enrichment
Top 3
AI sources per query — that's the cap
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 transform the HTML inline: entity expansion, semantic context paragraphs, FAQ generation (10-15 Q&As), schema markup injection.
- 02JSON-LD auto-injection — every pre-rendered page gets schema.org markup (Article, Product, WebPage) generated from your existing meta tags. No content edits needed.
- 03/.well-known/llms.txt auto-generated from your sitemap so AI assistants can discover your content map without crawling.
- 04Citation tracking — daily monitoring of when ChatGPT, Perplexity, Gemini, Copilot, Google AI Overview, 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
Daily monitoring 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.
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 Free Trial14-day free trial — No credit card required