Search Console AI report: what impressions tell you
The dedicated Search Console generative AI report measures visibility through impressions. Use it to inspect pages and markets under consistent filters. Keep overall search clicks, referral sessions and purchases in separate records; they cannot supply a dedicated AI click-through rate without a corresponding AI click metric.
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Ecommerce GEO: product facts that help holiday shoppers
Make product pages useful for specific holiday buying decisions: fit, compatibility, included components and delivery eligibility. Publish facts supported by current evidence and keep visible information, images and structured data consistent. Google’s AI eligibility still depends on ordinary Search requirements and inclusion; it does not guarantee placement.
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Sitemap accepted, URL unknown: a Google diagnostic protocol
A reproducible protocol with XML checks, three separate clocks and observations from our own publication.
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AI crawlers: verify official IP ranges and firewall access
Separate robots permission, simulated requests, genuine visits and observed citations using a reproducible verification procedure.
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Shopify WebMCP checkout: buyer approval and order state
Shopify extends WebMCP into checkout, making eligibility, approval of the current total and final order confirmation essential acceptance checks.
Read articleGoogle Merchant API migration: preserve offer identity
A Google Merchant API migration needs source ownership, stable offer identities and processed-product checks before a Q4 campaign can be validated.
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