Vendor reportGraphite and Similarweb, 2026
98% of ChatGPT ad headlines are net new copy
Creatives
98%
of ChatGPT ad headlines were net new rather than reused from other channels
- Reader Note:
- From Graphite's headline analysis rather than the Similarweb panel. “Net new” means the copy is specialized to ChatGPT instead of being reused from other channels, as described in the report summary. The source does not spell out the exact matching method used to decide whether a headline was new.
- Evidence:
- Observed behaviour
- Vendor interest:
- Moderate — This comes from a company with a commercial interest in this market, so it is not a neutral source.
- Sample:
- Similarweb user panel across 9 live ChatGPT ad markets (panel size not disclosed), plus Graphite analysis of 95k+ US ChatGPT ads from 500+ advertisers, 70k+ creatives, 50k+ headlines, and 8k+ landing pages from April to mid-August 2026.
Good for
Comparing yourself against a similar segment, and choosing what to test next.
Not for
- Saying that one thing caused another, or predicting what you would get.
- This comes from a company with a commercial interest in this market, so it is not a neutral source.
- The source says how much it looked at, but not how any of it was chosen.
- This was measured in one market. It may not hold where you are.




