Qdrantin ChatGPT and AI OverviewsUK market · Q3 2026 snapshot6 keywords · 4.7k/mo

QdrantAI visibility in ChatGPT and AI Overviews

qdrant.tech›
Brand report
The searches Qdrant competes for i6brand-competitive keywords4.7ksearches/mo
ChatGPT
Names a brand i4.7k/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 i4.7k/mo
Names a brand i2.7k/mo
1

Overall performance

ChatGPT
40%of answers mention you i
Sentiment iComing soon
AI Overviews
75%of answers mention you i
Sentiment iComing soon
2

Competitive map i

Ment. i
3

Performance by category i

Sort by
4

Performance by keyword i

Sentiment
Mention
Sentiment Coming soon
Sort by
Keyword i▼Volume / moMentionedMentioned
vector databaseview ↗1.9k✓✓
retrieval augmented generationview ↗1.9k×○
triplet lossview ↗90××
vector dataview ↗140×✓
vector grapherview ↗90×○
rag systemview ↗590××
vector database view ↗1.9k / mo
ChatGPT
✓
AI Overviews
✓
retrieval augmented generation view ↗1.9k / mo
ChatGPT
×
AI Overviews
○
triplet loss view ↗90 / mo
ChatGPT
×
AI Overviews
×
vector data view ↗140 / mo
ChatGPT
×
AI Overviews
✓
vector grapher view ↗90 / mo
ChatGPT
×
AI Overviews
○
rag system view ↗590 / mo
ChatGPT
×
AI Overviews
×
Every keyword above was asked as one real question through ChatGPT and AI Overviews, with our improved AI asking. We read who gets named, then weight it by real Google demand. How it works

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SEOmonitor AI Visibility IndexUK market · Q3 2026 snapshot · Get notified of the next