Why pricing pages trip up AI engines
Price is one of the most-asked buying questions, and it has a verifiable answer - which makes models cautious. If your price is rendered by JavaScript, baked into an image, or hidden behind a currency toggle, a crawler reads nothing. The model then hedges ("pricing isn't publicly listed") or quotes a competitor whose number it can read.
The fix is pure mechanics
Get every tier's price, currency and billing period into plain served HTML, write one sentence a model can quote ("Pro is $19/month"), and add Offer schema. No link-building, no content calendar - it's the easiest GEO win on most sites. The full walkthrough is in citable pricing pages.
Verify it yourself
Open your pricing page, hit "view source", and search the HTML for your actual price. If it's not there as text, neither a crawler nor a model can see it - and that's the first thing to fix.
