Does Google's AI Overview cite numpy.com?

Yes. Across the 4,185 queries measured in week 2026-W36, Google's AI Overview cited numpy.com on 11 of them, including 4 where the domain does not rank organically.

How well does numpy.com rank?

It appears on page one for 48 of 4,185 measured queries, at an average position of 5, with a best observed position of 1.

numpy.com — search visibility and AI Overview citations

2026-W36

Visibility

Queries ranked

48

of 4,185 measured

Average position

5

best seen: 1

Top three finishes

16

1 at position one

AI Overview citations

11

4 without ranking

Week on week

+4%

vs 2026-W35

Google credits numpy.com in its own answer on 4 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

Python 59

Citations

Queries where Google cites it

Query	Status	Topic
FastAPI example	Also ranking	Python
FastAPI python	Also ranking	Python
how to use Django	Also ranking	Python
Flask api	Cited, not ranking	Python
Pydantic tutorial	Also ranking	Python
how to use httpx	Cited, not ranking	Python
requests python	Also ranking	Python
how to use uv	Also ranking	Python
Poetry alternatives	Cited, not ranking	Python
Jupyter alternatives	Also ranking	Python
how to use Jupyter	Cited, not ranking	Python

Rankings

Queries where it ranks

#	Query	Topic
1	python comparison	Python
2	FastAPI example	Python
2	how to use Django	Python
2	Flask rate limits	Python
2	Pydantic api	Python
2	Pydantic tutorial	Python
2	requests api	Python
2	pytest tutorial	Python
2	NumPy not working	Python
2	BeautifulSoup rate limits	Python
2	FastAPI vs Django	Python
3	what is FastAPI	Python
3	FastAPI not working	Python
3	FastAPI python	Python
3	NumPy review	Python
3	Pydantic vs httpx	Python
4	FastAPI pricing	Python
4	uv python	Python
4	pytest python	Python
4	Jupyter alternatives	Python
4	uv vs Jupyter	Python
5	requests python	Python
5	Poetry example	Python
5	Jupyter review	Python
5	is NumPy free	Python
5	NumPy documentation	Python
5	BeautifulSoup documentation	Python
6	python for beginners	Python
6	Django documentation	Python
6	Poetry rate limits	Python
6	what is NumPy	Python
6	scikit-learn best practices	Python
7	Flask not working	Python
7	httpx api	Python
7	is Poetry free	Python
7	Poetry python	Python
7	how to use lxml	Python
7	FastAPI vs Pydantic	Python
8	aiohttp api	Python
8	aiohttp best practices	Python

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%3Anumpy.com&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