Real ChatGPT answer · index seedTV5ntN7uJyYcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
We sell handmade furniture and want to know the best tools for optimizing our product catalog for multimodal AI search engines
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We sell handmade furniture and want to know the best tools for optimizing our product catalog for multimodal AI search engines
3 real searches · 1 real-search pass
best tools optimize ecommerce product catalog multimodal AI search visual search product data enrichment 2026Google ↗
OBSERVEDComparison
Google product structured data Merchant Center product data specification image requirements schema.org Product 2026Google ↗
OBSERVEDInstruction
ecommerce product information management PIM tools Akeneo Plytix Salsify multimodal search catalog AIGoogle ↗
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
best tools optimize ecommerce product catalog multimodal AI search visual search product data enrichment 2026 Google ↗
Google product structured data Merchant Center product data specification image requirements schema.org Product 2026 Google ↗
ecommerce product information management PIM tools Akeneo Plytix Salsify multimodal search catalog AI Google ↗
- Akeneo website · akeneo.com
- Akeneo PIM | Akeneo · akeneo.com
- Cloudinary website · cloudinary.com
- Cloudinary Assets (DAM) Overview · cloudinary.com
- Metadata & Tagging · cloudinary.com
- Algolia website · algolia.com
- Build search with our UI components · algolia.com
- Gartner Magic Quadrant for Search and Product Discovery · gartner.com
- Google Merchant Center · merchants.google.com
- Product data specification · support.google.com
- Intro to Product Structured Data on Google | Google Search Central | Documentation | Google for Developers · developers.google.com
- Set up structured data for Merchant Center · support.google.com
- Elasticsearch website · elastic.co
- Multimodal embeddings for ecommerce product search · elastic.co
- How To Add Merchant Listing Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- Schema.org Product specification · schema.org
- Google Product structured data guide · developers.google.com
- Google Rich Results Test · search.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best tools optimize ecommerce product catalog multimodal AI search visual search product data enrichment 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google product structured data Merchant Center product data specification image requirements schema.org Product 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
ecommerce product information management PIM tools Akeneo Plytix Salsify multimodal search catalog AI OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |