Preview. Every figure on this site is currently a fixture, not a measurement — the live crawl has not run yet. Nothing here describes Google's actual results.
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Retrieval-augmented generation

embeddings python

Measured weekly since 2026-W25. 12 observations.

Measured 2026-W36 · 2026-08-31 · google.com, gl=us

2026-W36

This week

AI Overview
Not showing
in 11 of 12 weeks
Sources cited
no overview to cite from
Organic results
10
returned on page one
Weekly churn
20%
of the top 10 changes each week
AI Overview, week by week
2026-W252026-W36
How much the top 10 moved

Google is not answering this query itself as of 2026-W36. The 10 results below are the whole page.

Page one

Organic results

#DomainTitleSitelinks
1developer.mozilla.orgEmbeddings python | developer docs3
2github.comEmbeddings python in 2026
3stackoverflow.comA practical guide to embeddings python3
4reddit.comEmbeddings python | reddit docs
5geeksforgeeks.orgA practical guide to embeddings python
6g2.comEmbeddings python — g2
7capterra.comA practical guide to embeddings python
8pypi.orgEmbeddings python | pypi docs
9freecodecamp.orgEmbeddings python in 2026
10youtube.comEmbeddings python — youtube
Since 2026-W29

Position history

DomainW29W30W31W32W33W34W35W36
github.com22322122
developer.mozilla.org11111211
reddit.com33233334
stackoverflow.com44444543
g2.com76666756
geeksforgeeks.org55555465

A dot means the domain was not on page one that week. This is the part no live SERP checker can show you: it needs someone to have been measuring before you asked.

Blocks

Features on this page

AI Overview People Also Ask Related searches Knowledge panel Sitelinks

Filled means Google rendered the block for this query this week. AI Overview, People Also Ask, Related searches, Knowledge panel, Sitelinks — each has its own prevalence across all 4,185 queries.

API

Reproduce this page

Every figure above comes from one call. This is that call — the same endpoint, the same parameters, run once a week.

curl --request GET \
  --url 'https://serpens.p.rapidapi.com/api/v1/search_ai_overview?q=embeddings%20python&gl=us&hl=en&format=json' \
  --header 'x-rapidapi-host: serpens.p.rapidapi.com' \
  --header 'x-rapidapi-key: YOUR_KEY'

Run it on your own queries

Free tier, no card. The AI Overview endpoint returns the overview, its citations, and the organic results in one response.

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One email each Monday covering embeddings python: what changed in the results, which domains moved, and where AI Overview switched on or off. Unsubscribe in one click.