In 2022 our engineering team made a bet on structured data. Three years later, that bet is the foundation of every Revenue Engine install. Here's what we did, and what we learned.
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We track LLM visibility for hundreds of businesses. The four major models almost never agree. The disagreement is the point — and it's how you know what to fix.
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Over the back half of 2025 we ran 14 schema markup variants across a controlled set of client sites and measured the ChatGPT recommendation rate. The results changed how we ship schema.
Read itThe exact 12-step checklist we run with new clients to get them cited in ChatGPT, Perplexity, and Google's AI Overviews inside one quarter — including the structured-data audit, GBP fixes, and content gaps to close first.
