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.
Free key
Python

Poetry vs pytest

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 9 of 12 weeks
Sources cited
4
1 of them not in the top 10
Organic results
9
returned on page one
Weekly churn
18%
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 1 of the 4 sources it credits do not appear in the ten results below.

Citations

What the AI Overview cites

DomainStatusOrganic position
databench.blogCited and ranking1
jupyter.comCited and ranking3
beautifulsoup.devCited and ranking4
developer.mozilla.orgCited, 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
1databench.blogPoetry vs pytest — databenchCited
2fastapi.comA practical guide to Poetry vs pytestNot cited
3jupyter.comA practical guide to Poetry vs pytestCited
4beautifulsoup.devPoetry vs pytest | BeautifulSoup docsCited
5django.comPoetry vs pytest — DjangoNot cited
6github.comPoetry vs pytest — githubNot cited
7news.ycombinator.comPoetry vs pytest | news docsNot cited
8docs.fastapi.comPoetry vs pytest | FastAPI docsNot cited
9reddit.comPoetry vs pytest — redditNot cited
Since 2026-W29

Position history

DomainW29W30W31W32W33W34W35W36
databench.blog11111111
beautifulsoup.dev22222224
fastapi.com33333342
jupyter.com44444433
django.com55565565
github.com66656656

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=Poetry%20vs%20pytest&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.

Get a free API key

Get this measurement every week

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