modelcontextprotocol.ioin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot4 keywords · 6.8k/mo

AI Visibility Report formodelcontextprotocol.ioin ChatGPT and AI Overviews

MCP Model Context Protocol
Domain report
The searches modelcontextprotocol.io competes for i4keywords6.8ksearches/mo
ChatGPT
Names a brand i6.4k/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 i6.8k/mo
Names a brand i2.4k/mo
modelcontextprotocol'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
30%of answers mention you i
Cited as a source i99%
Sentiment iComing soon
AI Overviews
80%of answers mention you i
Cited as a source i28%
Sentiment iComing soon
2

Competitive map i

1 of the keywords carry modelcontextprotocol.io'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
mcp meaningbrandedview ↗1.9k✓#1✓#1
what does a server look likeview ↗90×-×-
mpc samplingview ↗4.4k×#1○-
send transportview ↗390○#5×-
mcp meaning view ↗1.9k / mo
ChatGPT
✓
Cited #1
AI Overviews
✓
Cited #1
what does a server look like view ↗90 / mo
ChatGPT
×
Cited -
AI Overviews
×
Cited -
mpc sampling view ↗4.4k / mo
ChatGPT
×
Cited #1
AI Overviews
○
Cited -
send transport view ↗390 / mo
ChatGPT
○
Cited #5
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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