Real ChatGPT answer · index seedwTpyBayhSBkcompleteMarketing and advertising · AI search and generative engine optimizationhowto
How do I fix canonical tag issues that are confusing LLM scrapers and causing the wrong landing pages to appear in generative search snippets?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I fix canonical tag issues that are confusing LLM scrapers and causing the wrong landing pages to appear in generative search snippets?
1 real search · 1 real-search pass
Google Search Central canonicalization duplicate URLs rel canonical redirects sitemap documentation Bing canonical URL guidance AI search crawlers canonical tagsGoogle ↗
OBSERVEDOther / navigational
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Google Search Central canonicalization duplicate URLs rel canonical redirects sitemap documentation Bing canonical URL guidance AI search crawlers canonical tags Google ↗
- What is URL Canonicalization | Google Search Central | Documentation | Google for Developers · developers.google.com
- How to Specify a Canonical with rel="canonical" and Other Methods | Google Search Central | Documentation | Google for Developers · developers.google.com
- Fix Canonicalization Issues | Google Search Central | Documentation | Google for Developers · ltnr.ca
- Open Search Console · search.google.com
- Open Bing Webmaster Tools · bing.com
- Validate structured data · validator.schema.org
- Run a page test · pagespeed.web.dev
- Does Duplicate Content Hurt SEO and AI Search Visibility? · blogs.bing.com
Queries
1 queries · click a column to sort