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SERP features · supplied observation comparison

Compare AI Overviews, featured snippets, local packs, and SERP feature ownership

Import two CSV or TSV exports from your rank tracker or SERP observation workflow. OpenWebmaster compares triggered features, owned features, and citation URLs locally, then keeps every change tied to the supplied keyword, engine, location, device, and language.

SNAPSHOTS2 LOCALROWS25,000 EACHLIVE SERPNOT SCRAPED
SERP FEATURE EXPORTS

Load two comparable feature snapshots

Use matching columns when possible: keyword, SERP features, owned features, citation URLs, search engine, location, device, and language.

BASELINEEarlier feature snapshot
CURRENTLater feature snapshot

Keyword or Query is required. At least one feature, owned-feature, or citation URL column is required. Multiple rows with the same keyword, engine, location, device, and language are aggregated so row-per-feature exports work cleanly.

SERP

Ready for two real SERP feature exports.

No sample AI Overview, synthetic feature win, search-volume estimate, share-of-voice score, or manufactured opportunity appears before you supply observations.

SERP feature workflow

Track the search layout separately from your ownership

Keep the scope fixed

Location, device, language, engine, and provider method can change which features appear. Compare like-for-like exports first.

Review AI citations carefully

An AI Overview source URL is not the same evidence as an organic ranking URL. Keep citation movement, rank movement, and traffic movement separate.

Pair with page evidence

When a feature is gained or lost, compare title, headings, schema, canonical, page changes, and Search Console data before deciding what to change.

Compare rank historyCompare Search Console metricsReview structured dataCompare page changes