Real ChatGPT answer · index seediI85Vddj4GYcompleteMarketing and advertising · content marketingcommercial
What do top marketers say are the key elements of creating engaging LinkedIn posts that get real comments instead of just automated likes?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do top marketers say are the key elements of creating engaging LinkedIn posts that get real comments instead of just automated likes?
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 marketing experts advice posts generate meaningful comments conversation hooks storytelling questions engagement bait avoid automated likes Google ↗
top B2B marketers LinkedIn content strategy comments genuine engagement 2025 2026 Google ↗
- 13+ data-driven LinkedIn tactics for B2B marketers and founders · cxl.com
- LinkedIn Hook Examples: What 310K Posts Reveal About What Works · authoredup.com
- LinkedIn marketing strategy: How to grow in 2026 · blog.hootsuite.com
- How To Use LinkedIn: 2025 Brand Guide · sproutsocial.com
- How the LinkedIn algorithm works in 2026 · blog.hootsuite.com
- LinkedIn Content Recommendations: What to Avoid · linkedin.com
- How to Adjust Your Content for LinkedIn's New Feed Algorithm : Social Media Examiner · socialmediaexaminer.com
- How to Maximize AI Visibility for Your LinkedIn Posts · linkedin.com
- LinkedIn content strategy for B2B: a three-account plan · ampere.app
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LinkedIn marketing experts advice posts generate meaningful comments conversation hooks storytelling questions engagement bait avoid automated likes OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
top B2B marketers LinkedIn content strategy comments genuine engagement 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |