Search remains the quality baseline
GSC does not prove AI recommendations, but it explains visibility and click issues that still shape page quality.
- When impressions fall, check indexing, titles, demand, and page coverage.
- When CTR falls, check title, description, price, inventory, and intent match.
- When position moves, compare technical scan results and content changes.
GEO advice should become page-level tasks
If a product page has AI collection, GSC decline, and low conversion, Ptero should produce a page task instead of generic advice.
- Add Product schema, FAQs, comparison copy, and inventory context.
- Write recommendations into Task Center with sources, fit notes, and expected impact.
- Review across at least seven days instead of judging by one-day movement.