Real ChatGPT answer · index seedx95US2VfYYocompleteMarketing and advertising · AI search and generative engine optimizationbrand
What step-by-step optimization framework should our creative team use to make sure our brand assets rank well in multimodal visual and conversational search results?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What step-by-step optimization framework should our creative team use to make sure our brand assets rank well in multimodal visual and conversational search results?
3 real searches · 1 real-search pass
2026 multimodal search optimization visual content image SEO conversational search Google Lens AI Overviews structured data metadata accessibility best practicesGoogle ↗
OBSERVEDInstruction
Google Search Central image SEO best practices image metadata structured data visual search documentationGoogle ↗
OBSERVEDInstruction
Bing visual search webmaster image SEO multimodal search documentationGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 multimodal search optimization visual content image SEO conversational search Google Lens AI Overviews structured data metadata accessibility best practices Google ↗
Google Search Central image SEO best practices image metadata structured data visual search documentation Google ↗
Bing visual search webmaster image SEO multimodal search documentation Google ↗
- Image SEO Best Practices | Google Search Central | Documentation | Google for Developers · developers.google.com
- Image SEO Best Practices | Google Search Central | Documentation | Google for Developers · developers.google.cn
- How Bing delivers search results · support.microsoft.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.cn
- Image SEO Best Practices | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google Images SEO: Image Metadata | Google Search Central | Documentation | Google for Developers · ltnr.ca
- Announcing web multimodal Search performance reporting in Search Console | Google Search Central Blog | Google for Developers · developers.google.cn
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 multimodal search optimization visual content image SEO conversational search Google Lens AI Overviews structured data metadata accessibility best practices OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Google Search Central image SEO best practices image metadata structured data visual search documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Bing visual search webmaster image SEO multimodal search documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |