Qdrant was named in 1 of 1 AI answers for this question in the last 90 days.

Qdrant AI visibility

Q: Does ChatGPT recommend Qdrant?

Across its 6 most recent AI answers to Vector Databases buyer questions (ChatGPT, Perplexity, Gemini, Claude and Copilot), Qdrant was named in 5 — a 83.3% AI visibility rate.

Q: best vector database 2026

Qdrant was named in 4 of 5 AI answers for this question in the last 90 days.

Does ChatGPT recommend Qdrant? Named in 83.3% of 6 AI answers to Vector Databases buyer questions (most recent checks).

Vector Databasesai-devtoolsUnclaimed

qdrant.tech

Claim Qdrant

AI citation rate · last 90 days

83.3%

Answers citing Qdrant

5/6

Cited / total probes

Rank in Vector Databases

Engine	Cited	Probes	Rate
ChatGPT	1	1	100%
Claude	1	1	100%
Gemini	1	1	100%
Perplexity	2	2	100%
Copilot	0	1	0%

AI readiness audit

Can AI engines actually read qdrant.tech?

Checks whether ChatGPT, Claude, Perplexity, Gemini and Copilot crawlers are allowed in by Qdrant's robots.txt and firewall, and whether an llms.txt file exists.

Free report

Email me this report

The same numbers you see here, in your inbox, plus a weekly issue tracking how Qdrant moves. The full fix plan stays behind ownership — claim qdrant.tech to unlock it.

What reviewers say about Qdrant

Review data is part of the Company plan. Once Qdrant is claimed, we add its ratings and review counts from Google, G2, Capterra and Trustpilot to this page, with the strengths and complaints reviewers repeat most, and keep them updated. AI engines lean on this kind of data when they recommend brands.

Claim Qdrant to add review data

What Qdrant offers

Qdrant is a vector databases product, with a free tier. The details below are read from qdrant.tech and are the same facts the AI engines see when they answer buyer questions about vector databases.

Key features

Single Node Cluster
0.5 vCPU / 1GB RAM / 4 GB Disk
Dedicated Resources
99.5% Uptime SLA
Private VPC Links
Backup & Disaster Recovery
SSO
Flexible Vertical and Horizontal Scaling

Strengths buyers cite

Free tier for testing and prototypes
Flexible pricing based on usage
Enterprise security features
Managed and on-premise options

Common criticisms

Limited to 1GB RAM and 4GB disk in free tier
Pricing can vary greatly based on usage
Minimum spend required for premium tier
Community support may be insufficient for enterprises

Buyer questions we asked the AI engines

These are the real vector databases questions we put to ChatGPT, Claude, Gemini, Perplexity and Copilot over the last 90 days, and what came back about Qdrant. Where an answer named a different company, that company is listed.

“best vector database 2026”

Qdrant named in 4 of 5 answers across ChatGPT, Claude, Copilot, Gemini, Perplexity · cited instead: pinecone.io

1. Pinecone (https://www.pinecone.io) — managed, fully hosted vector database with simple APIs, production-ready scaling, and broad ML integrations (fastest path to deploy). 2. Milvus (https://milvus.io) — open‑source, high‑performance vector DB designed for large-scale deployments with GPU/CPU indexing options and cloud provider integrations. 3. Weaviate (https://weaviate.io) — schema-driven vect

“Pinecone vs Weaviate”

Qdrant named in 1 of 1 answers across Perplexity

Both Pinecone and Weaviate are leaders in the vector database space, but they serve different architectural needs. **Pinecone** is a fully managed, cloud-native SaaS designed for developers who want "serverless" simplicity and high scale without managing infrastructure. **Weaviate** is an open-source, schema-driven database that offers more flexibility for hybrid search and self-hosting, making it

More on Qdrant

Vector Databases leaderboard

10 brands tracked in this category

Qdrant alternatives

The brands AI engines name instead, ranked by citation share

Best vector databases list

Where Qdrant places in the ranked list

Head-to-head comparisons

Qdrant vs Vespa Qdrant vs Marqo Qdrant vs Chroma Qdrant vs Pinecone Qdrant vs Weaviate Qdrant vs LanceDB

Embed your AI visibility badge

Drop this on your site. The badge is served live and updates automatically as Qdrant's citation share changes across ChatGPT, Perplexity, Gemini, Claude, and Copilot.

HTML

<a href="https://pressgeo.com/brand/qdrant?utm_source=badge&utm_medium=referral&utm_campaign=qdrant.tech" target="_blank" rel="noopener"><img src="https://pressgeo.com/api/public/badge/qdrant.tech.svg" alt="PressGEO AI Visibility — Qdrant" width="260" height="78" /></a>

Markdown

[![PressGEO AI Visibility — Qdrant](https://pressgeo.com/api/public/badge/qdrant.tech.svg)](https://pressgeo.com/brand/qdrant?utm_source=badge&utm_medium=referral&utm_campaign=qdrant.tech)

Is this your brand?

Claim Qdrant to see which queries you lose, which engines skip you, and get the answer pages, listings, and releases that move your citation rate.