Model Context ProtocolAI visibility in ChatGPT and AI Overviews
Brand report
✳ChatGPT
Names a brand i6.4k/mo
ChatGPT answers every search. The only question is whether a brand gets named, and across the brand-competitive set it usually is.
✦AI Overviews
AIO appears i6.8k/mo
Names a brand i2.4k/mo
1
Overall performance
30%of answers mention you i
Sentiment iComing soon
80%of answers mention you i
Sentiment iComing soon
2
Competitive map i
1 of the keywords carry Model Context Protocol's brand names; others do not compete on them, so we set them aside in this map.
Ment. i
3
Performance by category i
4
Performance by keyword i
Sentiment
| Keyword i▼ | Volume / mo | ||
|---|---|---|---|
| mcp meaningbrandedview ↗ | 1.9k | ✓ | ✓ |
| what does a server look likeview ↗ | 90 | × | × |
| mpc samplingview ↗ | 4.4k | × | ○ |
| send transportview ↗ | 390 | ○ | × |
mcp meaning view ↗1.9k / mo
what does a server look like view ↗90 / mo
mpc sampling view ↗4.4k / mo
send transport view ↗390 / mo
SEOmonitor AI Visibility IndexUK market · Q3 2026 snapshot · Get notified of the next