Real ChatGPT answer · index seed7pPKoFum6SMcompleteMarketing and advertising · AI search and generative engine optimizationhowto
My team is arguing over whether to delete or rewrite our low quality programmatic SEO pages that are getting hammered by recent AI updates, so what is the safest data driven approach to handle this today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My team is arguing over whether to delete or rewrite our low quality programmatic SEO pages that are getting hammered by recent AI updates, so what is the safest data driven approach to handle this today.
2 real searches · 1 real-search pass
Google Search Central 2026 AI search updates scaled content abuse site reputation abuse helpful content guidance November 2026Google ↗
OBSERVEDOther / navigational
Google Search Central guidance remove low quality pages improve content consolidation redirects soft 404 crawl indexingGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google Search Central 2026 AI search updates scaled content abuse site reputation abuse helpful content guidance November 2026 Google ↗
Google Search Central guidance remove low quality pages improve content consolidation redirects soft 404 crawl indexing Google ↗
- Google Search's Guidance on Generative AI Content on Your Website | Google Search Central | Documentation | Google for Developers · personscan.online
- Google Urges Fact Checking For Anyone Publishing Content Using Generative AI 10/02/2026 · mediapost.com
- Google Search's Core Updates | Google Search Central | Documentation | Google for Developers · ccn.web.tr
- Google August 2026 Spam Update: Rollout, Impact & What to Do · almcorp.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central 2026 AI search updates scaled content abuse site reputation abuse helpful content guidance November 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central guidance remove low quality pages improve content consolidation redirects soft 404 crawl indexing OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |