Real ChatGPT answer · index seedHLCGJtRxNCEcompleteMarketing and advertising · AI search and generative engine optimizationinformational

What are the practical steps for auditing our image alt text and metadata to make sure our visual assets show up in multimodal AI search queries on a zero-dollar budget?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the practical steps for auditing our image alt text and metadata to make sure our visual assets show up in multimodal AI search queries on a zero-dollar budget?
3 real searches · 1 real-search pass
Google Search Central image SEO best practices alt text image structured data sitemap multimodal search guidanceGoogle ↗
OBSERVEDInstruction
W3C WAI images tutorial alt text decorative functional complex imagesGoogle ↗
OBSERVEDInstruction
Google Search Console performance search appearance image 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)
Short factOther / navigational33%ComparisonConsequenceReasonDefinitionInstruction67%Yes / no

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
Google Search Central image SEO best practices alt text image structured data sitemap multimodal search guidance Google ↗
W3C WAI images tutorial alt text decorative functional complex images Google ↗
Google Search Console performance search appearance image search documentation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central image SEO best practices alt text image structured data sitemap multimodal search guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
W3C WAI images tutorial alt text decorative functional complex images
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Google Search Console performance search appearance image search documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1