headless.orgin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot4 keywords · 1.7k/mo

AI Visibility Report forheadless.orgin ChatGPT and AI Overviews

Headless
Domain report
The searches headless.org competes for i4keywords1.7ksearches/mo
ChatGPT
Names a brand i1.7k/mo
ChatGPT answers every search. The only question is whether a brand gets named, and across the market it usually is.
AI Overviews
AIO appears i1.7k/mo
Names a brand i1.6k/mo
headless's market is very small: it ranks in Google's top results on only 4 keywords, too few to carry a market context, so every percentage divides by those few searches.
1

Overall performance

ChatGPT
95%of answers mention you i
Cited as a source i0%
Sentiment iComing soon
AI Overviews
100%of answers mention you i
Cited as a source i5%
Sentiment iComing soon
2

Competitive map i

3 of the keywords carry headless.org's brand names; others do not compete on them, so we set them aside in this map.
Ment. iCited i
3

Performance by category i

Sort by
4

Performance by keyword i

Sentiment
Mention
Citation
Sentiment Coming soon
Sort by
Keyword i▼Volume / moMentionedCitedMentionedCited
headlessbrandedview ↗1.3k✓-✓-
composable architectureview ↗170✓-✓-
headless mannequinbrandedview ↗90×-○#7
headless architecturebrandedview ↗90✓-✓-
headless view ↗1.3k / mo
ChatGPT
✓
Cited -
AI Overviews
✓
Cited -
composable architecture view ↗170 / mo
ChatGPT
✓
Cited -
AI Overviews
✓
Cited -
headless mannequin view ↗90 / mo
ChatGPT
×
Cited -
AI Overviews
○
Cited #7
headless architecture view ↗90 / mo
ChatGPT
✓
Cited -
AI Overviews
✓
Cited -
Every keyword above was asked as one real question through ChatGPT and AI Overviews, with our improved AI asking. We read who gets named and cited, then weight it by real Google demand. How it works
5

Top cited pages i

PageKeywordsVolume / mo

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