Real ChatGPT answer · index seed4NdQDVhycDscompleteMarketing and advertising · social media marketinglocal
Show me the latest demographic data breakdown for LinkedIn B2B decision-makers in the tech sector to refine our social ad targeting.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Show me the latest demographic data breakdown for LinkedIn B2B decision-makers in the tech sector to refine our social ad targeting.
3 real searches · 1 real-search pass
2026 LinkedIn B2B technology decision makers demographics audience data seniority job function industry reportGoogle ↗
OBSERVEDReason
LinkedIn Ads audience attributes demographics targeting job seniority job function industry company size official 2026Google ↗
OBSERVEDOther / navigational
LinkedIn B2B buyer research technology decision makers demographics report 2025 2026Google ↗
OBSERVEDOther / navigational
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
2026 LinkedIn B2B technology decision makers demographics audience data seniority job function industry report Google ↗
LinkedIn Ads audience attributes demographics targeting job seniority job function industry company size official 2026 Google ↗
LinkedIn B2B buyer research technology decision makers demographics report 2025 2026 Google ↗
- The B2B Audience on LinkedIn: Who They Are, and How They Engage · linkedin.com
- Advertise to LinkedIn’s Audience of Professionals · business.linkedin.com
- Best Practices for Ad Targeting · business.linkedin.com
- LinkedIn Analytics · business.linkedin.com
- The New Power of Technology Decision Leaders · altrata.com
- Audience Insights - LinkedIn · learn.microsoft.com
- Targeting options for LinkedIn Ads · linkedin.com
- How B2B Tech Buyers Research and Buy in 2026 (83% Use AI) · marketinggraham.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 LinkedIn B2B technology decision makers demographics audience data seniority job function industry report OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
LinkedIn Ads audience attributes demographics targeting job seniority job function industry company size official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LinkedIn B2B buyer research technology decision makers demographics report 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |