Does Google's AI Overview cite qdrant.io?

Yes. Across the 4,185 queries measured in week 2026-W36, Google's AI Overview cited qdrant.io on 17 of them, including 7 where the domain does not rank organically.

How well does qdrant.io rank?

It appears on page one for 54 of 4,185 measured queries, at an average position of 5.3, with a best observed position of 1.

qdrant.io — search visibility and AI Overview citations

2026-W36

Visibility

Queries ranked

54

of 4,185 measured

Average position

5.3

best seen: 1

Top three finishes

17

7 at position one

AI Overview citations

17

7 without ranking

Week on week

+8%

vs 2026-W35

Google credits qdrant.io in its own answer on 7 queries where the domain does not appear in the ten organic results. That gap is the whole argument for measuring citations separately from rankings.

Topics

Where it shows up

Vector databases 71

Citations

Queries where Google cites it

Query	Status	Topic
Pinecone review	Also ranking	Vector databases
how to use Pinecone	Also ranking	Vector databases
Weaviate alternatives	Also ranking	Vector databases
Qdrant rate limits	Also ranking	Vector databases
Qdrant tutorial	Also ranking	Vector databases
is Milvus free	Cited, not ranking	Vector databases
Chroma tutorial	Cited, not ranking	Vector databases
pgvector example	Also ranking	Vector databases
Redis Vector tutorial	Also ranking	Vector databases
what is OpenSearch	Also ranking	Vector databases
what is Vespa	Cited, not ranking	Vector databases
LanceDB review	Cited, not ranking	Vector databases
Turbopuffer alternatives	Also ranking	Vector databases
what is FAISS	Also ranking	Vector databases
FAISS example	Cited, not ranking	Vector databases
Qdrant vs Milvus	Cited, not ranking	Vector databases
Vectorize vs Meilisearch	Cited, not ranking	Vector databases

Rankings

Queries where it ranks

#	Query	Topic
1	Weaviate alternatives	Vector databases
1	Qdrant tutorial	Vector databases
1	Milvus python	Vector databases
1	Elasticsearch rate limits	Vector databases
1	OpenSearch rate limits	Vector databases
1	is Turbopuffer free	Vector databases
1	Vectorize vs FAISS	Vector databases
2	Pinecone review	Vector databases
2	pgvector example	Vector databases
2	Turbopuffer alternatives	Vector databases
3	how to use Weaviate	Vector databases
3	Milvus rate limits	Vector databases
3	OpenSearch python	Vector databases
3	Turbopuffer api	Vector databases
3	what is Vectorize	Vector databases
3	FAISS documentation	Vector databases
3	Typesense api	Vector databases
4	how to use Pinecone	Vector databases
4	Elasticsearch python	Vector databases
4	Vespa documentation	Vector databases
4	LanceDB documentation	Vector databases
4	how to use LanceDB	Vector databases
4	Meilisearch review	Vector databases
5	Qdrant rate limits	Vector databases
5	Elasticsearch not working	Vector databases
5	Vespa tutorial	Vector databases
5	what is FAISS	Vector databases
6	vector databases pricing comparison	Vector databases
6	Weaviate best practices	Vector databases
6	Chroma api	Vector databases
6	Elasticsearch example	Vector databases
6	Weaviate vs Qdrant	Vector databases
7	Pinecone best practices	Vector databases
7	Weaviate review	Vector databases
7	Qdrant documentation	Vector databases
7	Redis Vector tutorial	Vector databases
7	what is OpenSearch	Vector databases
7	OpenSearch not working	Vector databases
8	Pinecone not working	Vector databases
8	Weaviate documentation	Vector databases

API

Track any domain yourself

This page is an aggregate of ordinary search calls — one per query, once a week. Nothing here needs a special endpoint or a rank-tracking contract.

curl --request GET \
  --url 'https://serpens.p.rapidapi.com/api/v1/search?q=site%3Aqdrant.io&gl=us&hl=en&format=json' \
  --header 'x-rapidapi-host: serpens.p.rapidapi.com' \
  --header 'x-rapidapi-key: YOUR_KEY'

Build this for your own domain

Free tier, no card. One endpoint returns organic results, the AI Overview and its citations together, so ranking and citation come out of the same call.

Get a free API key