Real ChatGPT answer · index seedssZCHH0daykcompleteCareers and HR · professional networkingcommercial
Which websites offer the best advice on how to request LinkedIn recommendations when you graduated five years ago and lost touch?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which websites offer the best advice on how to request LinkedIn recommendations when you graduated five years ago and lost touch?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how to ask for LinkedIn recommendation after years out of touch alumni former professor colleague advice OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
LinkedIn Help request recommendation customize message recommendations official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |