Real ChatGPT answer · index seedOdZ8sWiZtbEcompleteMarketing and advertising · marketing agenciescommercial

What formula makes ad copy high converting when you are selling B2B SaaS solutions through LinkedIn ads?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What formula makes ad copy high converting when you are selling B2B SaaS solutions through LinkedIn ads?
1 real search · 1 real-search pass
LinkedIn Ads B2B SaaS ad copy best practices conversion thought leadership lead gen forms official LinkedIn Marketing SolutionsGoogle ↗
OBSERVEDInstruction

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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
LinkedIn Ads B2B SaaS ad copy best practices conversion thought leadership lead gen forms official LinkedIn Marketing Solutions Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LinkedIn Ads B2B SaaS ad copy best practices conversion thought leadership lead gen forms official LinkedIn Marketing Solutions
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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