How do LinkedIn InMail templates for networking compare in response rates when reaching out to cold connections versus warm alumni
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do LinkedIn InMail templates for networking compare in response rates when reaching out to cold connections versus warm alumni
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
LinkedIn InMail response rate warm alumni cold outreach benchmarks templates response rates networking study Google ↗
LinkedIn InMail response rates personalized messages connection degree alumni response rate data Google ↗
- How to Improve Your InMail Response Rate, According to LinkedIn Data · linkedin.com
- Why warm outreach works · business.linkedin.com
- LinkedIn InMail vs Message: Which Gets More Replies in 2026? · expandi.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LinkedIn InMail response rate warm alumni cold outreach benchmarks templates response rates networking study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
LinkedIn InMail response rates personalized messages connection degree alumni response rate data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |