Real ChatGPT answer · index seedEDDWD06jQPwcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
Can you contrast how Google SGE and ChatGPT handle PDF whitepapers versus HTML blog posts when generating product recommendations?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you contrast how Google SGE and ChatGPT handle PDF whitepapers versus HTML blog posts when generating product recommendations?
2 real searches · 1 real-search pass
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
Google Search AI Overviews PDF indexing HTML pages product recommendations Shopping Graph documentation PDFs Google ↗
OpenAI ChatGPT search crawling PDF files web citations file uploads product recommendations official documentation Google ↗
- SEO Guide for Web Developers | Google Search Central | Documentation | Google for Developers · developers.google.cn
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.cn
- Searching the web with ChatGPT · help.openai.com
- Use ChatGPT with PDFs · chatgpt.com
- Uploading files and audio to ChatGPT · help-lb.openai.com
- Google Explains How They Rank PDFs And What It Means For SEO/GEO · searchenginejournal.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search AI Overviews PDF indexing HTML pages product recommendations Shopping Graph documentation PDFs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI ChatGPT search crawling PDF files web citations file uploads product recommendations official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |