Real ChatGPT answer · index seedDu4tsO0MNZEcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
Can you compare the multimodal search optimization steps recommended by top SEO agencies for optimizing product imagery in modern AI shopping assistants?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the multimodal search optimization steps recommended by top SEO agencies for optimizing product imagery in modern AI shopping assistants?
3 real searches · 1 real-search pass
SEO agency recommendations optimize product images visual search multimodal search AI shopping assistants product imagery schema alt text image SEO 2026Google ↗
OBSERVEDOther / navigational
top ecommerce SEO agencies AI shopping search optimization product imagery visual search multimodal SEO recommendationsGoogle ↗
OBSERVEDComparison
Google product image SEO guidelines structured data Merchant Center image requirements AI shopping visual searchGoogle ↗
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 (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
SEO agency recommendations optimize product images visual search multimodal search AI shopping assistants product imagery schema alt text image SEO 2026 Google ↗
top ecommerce SEO agencies AI shopping search optimization product imagery visual search multimodal SEO recommendations Google ↗
Google product image SEO guidelines structured data Merchant Center image requirements AI shopping visual search Google ↗
- Top Generative Engine Optimization (GEO) Agencies and Thought Leaders for eCommerce Brands · gofishdigital.com
- Best AI SEO Agencies for Ecommerce (2026) · pikaseo.com
- Top 10 Retail SEO & AEO Agencies in 2026 · onely.com
- Image link [image_link] · support.google.com
- Image SEO Best Practices | Google Search Central | Documentation | Google for Developers · developers.google.com
- Image SEO in 2026: The Complete Guide to Image Optimisation, Advanced Tactics and Multimodal Search · mlforseo.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SEO agency recommendations optimize product images visual search multimodal search AI shopping assistants product imagery schema alt text image SEO 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
top ecommerce SEO agencies AI shopping search optimization product imagery visual search multimodal SEO recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google product image SEO guidelines structured data Merchant Center image requirements AI shopping visual search OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |