Real ChatGPT answer · index seedXoJWReDuOkccompleteMarketing and advertising · marketing agenciesinformational
What makes ad copy high converting on Instagram and LinkedIn according to recent marketing studies from the past few months?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What makes ad copy high converting on Instagram and LinkedIn according to recent marketing studies from the past few months?
3 real searches · 1 real-search pass
Instagram advertising creative effectiveness study 2026 Meta marketing research ad copy conversion hooks creative performanceGoogle ↗
OBSERVEDReason
LinkedIn advertising effectiveness research 2026 B2B ad creative copy conversion studyGoogle ↗
OBSERVEDReason
2026 marketing benchmark study social ads copy personalization proof CTA Instagram LinkedInGoogle ↗
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). 2 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
Instagram advertising creative effectiveness study 2026 Meta marketing research ad copy conversion hooks creative performance Google ↗
LinkedIn advertising effectiveness research 2026 B2B ad creative copy conversion study Google ↗
2026 marketing benchmark study social ads copy personalization proof CTA Instagram LinkedIn Google ↗
- What 578,750 Meta Ad Creatives Reveal About Hooks, Formats, and "Winning" Ads · adriselab.com
- The state of creative effectiveness today: Research, trends and insights · zappi.io
- The HubSpot Blog’s 2026 Instagram Marketing Report [Data from 600+ Instagram Marketers] · blog.hubspot.com
- LinkedIn Lead Gen Forms Benchmarks 2026 · kiin.co
- The LinkedIn B2B Intelligence Hub · business.linkedin.com
- LinkedIn Ads Benchmarks 2026: CTR, CPC, CPM, CPL · kiin.co
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Instagram advertising creative effectiveness study 2026 Meta marketing research ad copy conversion hooks creative performance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
LinkedIn advertising effectiveness research 2026 B2B ad creative copy conversion study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 marketing benchmark study social ads copy personalization proof CTA Instagram LinkedIn OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |