Real ChatGPT answer · index seedb7P2GoyAlGIcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
How do automated programmatic internal linking tools like Link Whisper compare to manual strategies when preparing a site for AI discovery bots?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do automated programmatic internal linking tools like Link Whisper compare to manual strategies when preparing a site for AI discovery bots?
3 real searches · 1 real-search pass
Link Whisper official features internal linking suggestions orphan pages automatic internal linksGoogle ↗
OBSERVEDOther / navigational
Google Search Central internal links crawlable links anchor text SEO documentation AI search content crawling internal linksGoogle ↗
OBSERVEDOther / navigational
OpenAI GPTBot OAI-SearchBot documentation crawling website linksGoogle ↗
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
Link Whisper official features internal linking suggestions orphan pages automatic internal links Google ↗
Google Search Central internal links crawlable links anchor text SEO documentation AI search content crawling internal links Google ↗
OpenAI GPTBot OAI-SearchBot documentation crawling website links Google ↗
- SEO Link Best Practices for Google | Google Search Central | Documentation | Google for Developers · developers.google.cn
- Learn About What Sitelinks Are | Google Search Central | Documentation | Google for Developers · developers.google.com
- Overview of OpenAI Crawlers · developers.openai.com
- [Core Features & Tools] Link Whisper Features Overview · linkwhisper.helpscoutdocs.com
- [Getting Started] How to Use Link Suggestions · linkwhisper.helpscoutdocs.com
- (Getting Started) Setting Up AI Link Suggestions · linkwhisper.helpscoutdocs.com
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · ccn.web.tr
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Link Whisper official features internal linking suggestions orphan pages automatic internal links OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central internal links crawlable links anchor text SEO documentation AI search content crawling internal links OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI GPTBot OAI-SearchBot documentation crawling website links OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |