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

query expansion python

Measured weekly since 2026-W25. 12 observations.

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

2026-W36

This week

AI Overview
Showing
in 11 of 12 weeks
Sources cited
6
3 of them not in the top 10
Organic results
8
returned on page one
Weekly churn
16%
of the top 10 changes each week
AI Overview, week by week
2026-W252026-W36
How much the top 10 moved

Google is answering this query itself, and 3 of the 6 sources it credits do not appear in the ten results below.

Citations

What the AI Overview cites

DomainStatusOrganic position
reddit.comCited and ranking2
substack.comCited and ranking4
towardsdatascience.comCited and ranking5
pypi.orgCited, not ranking
developer.mozilla.orgCited, not ranking
producthunt.comCited, not ranking

A domain marked Cited, not ranking is credited in Google's answer while sitting outside the ten organic results. Across the whole corpus that is true of 38.8% of citations.

Page one

Organic results

#DomainTitleIn the overviewSitelinks
1medium.comQuery expansion python — mediumNot cited
2reddit.comQuery expansion python | reddit docsCited
3g2.comg2: query expansion pythonNot cited
4substack.comQuery expansion python | substack docsCited
5towardsdatascience.comA practical guide to query expansion pythonCited
6solidfield.orgQuery expansion python | solidfield docsNot cited
7docs.hyde.ioQuery expansion python | HyDE docsNot cited
8linkedin.comlinkedin: query expansion pythonNot cited
Since 2026-W29

Position history

DomainW29W30W31W32W33W34W35W36
medium.com11121111
reddit.com32212222
g2.com23333333
substack.com45544444
towardsdatascience.com54455555
docs.hyde.io86777777

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=query%20expansion%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 query expansion python: what changed in the results, which domains moved, and where AI Overview switched on or off. Unsubscribe in one click.