Real ChatGPT answer · index seedl5txE0gJzNocompleteMarketing and advertising · marketing agenciescommercial
We need advice on writing high converting ad copy for LinkedIn lead gen forms targeting Series B CTOs using recent persuasion frameworks.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need advice on writing high converting ad copy for LinkedIn lead gen forms targeting Series B CTOs using recent persuasion frameworks.
3 real searches · 1 real-search pass
2025 B2B advertising persuasion frameworks jobs to be done April Dunford positioning category design problem agitation LinkedIn lead generation best practicesGoogle ↗
OBSERVEDReason
LinkedIn Marketing Solutions Lead Gen Forms best practices ad creative form fields conversion 2025Google ↗
OBSERVEDInstruction
B2B buying behavior 2025 technology buyers trust proof social proof researchGoogle ↗
OBSERVEDReason
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
2025 B2B advertising persuasion frameworks jobs to be done April Dunford positioning category design problem agitation LinkedIn lead generation best practices Google ↗
LinkedIn Marketing Solutions Lead Gen Forms best practices ad creative form fields conversion 2025 Google ↗
B2B buying behavior 2025 technology buyers trust proof social proof research Google ↗
- April Dunford · aprildunford.com
- The Trust Advantage Report · business.linkedin.com
- The Trust Advantage Report · business.linkedin.com
- Create a Lead Gen Form – Best Practices · linkedin.com
- Leads Gen Forms Specifications · business.linkedin.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 B2B advertising persuasion frameworks jobs to be done April Dunford positioning category design problem agitation LinkedIn lead generation best practices OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
LinkedIn Marketing Solutions Lead Gen Forms best practices ad creative form fields conversion 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
B2B buying behavior 2025 technology buyers trust proof social proof research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |