Real ChatGPT answer · index seed2HuBgmmekf8completeMarketing and advertising · AI search and generative engine optimizationinformational
Why are some major retail brands missing entirely from Perplexity answers and how are agencies fixing that visibility issue?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are some major retail brands missing entirely from Perplexity answers and how are agencies fixing that visibility issue?
2 real searches · 1 real-search pass
Perplexity brand visibility retail brands missing from answers agencies fixing AI search visibility GEO retail brandsGoogle ↗
OBSERVEDOther / navigational
Perplexity crawler sources ranking shopping answers brand visibility robots.txt structured data agencies generative engine optimization retailGoogle ↗
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 (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
Perplexity brand visibility retail brands missing from answers agencies fixing AI search visibility GEO retail brands Google ↗
Perplexity crawler sources ranking shopping answers brand visibility robots.txt structured data agencies generative engine optimization retail Google ↗
- The 181-Brand AI Visibility Study · citevantage.com
- State of AI Visibility in Ecommerce 2026 · flux.agency
- We Analyzed AI Search Visibility Across 28 Major Retail Brands. Here's What We Found. · origin-www.gradial.dev
- Why Your Brand Isn't Showing Up in AI Answers · slate-agency.com
- When AI Shops for You: The Retail Battle for Citations · yext.com
- AI local visibility is up to 30x harder than ranking in Google: Report · searchengineland.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Perplexity brand visibility retail brands missing from answers agencies fixing AI search visibility GEO retail brands OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Perplexity crawler sources ranking shopping answers brand visibility robots.txt structured data agencies generative engine optimization retail OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |