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
Domain

pypi.org

How pypi.org performs across a fixed corpus of 4,185 queries, measured every week.

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

2026-W36

Visibility

Queries ranked
802
of 4,185 measured
Average position
5.2
best seen: 1
Top three finishes
257
77 at position one
AI Overview citations
230
98 without ranking
Week on week
-0%
vs 2026-W35

Google credits pypi.org in its own answer on 98 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

Citations

Queries where Google cites it

QueryStatusTopic
what is ScaleSERPCited, not rankingSearch APIs
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Firecrawl reviewCited, not rankingWeb scraping
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ScrapeNinja exampleAlso rankingWeb scraping
Zyte best practicesCited, not rankingWeb scraping
Zyte not workingAlso rankingWeb scraping
is Puppeteer freeCited, not rankingWeb scraping
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Smartproxy pythonCited, not rankingWeb scraping
Smartproxy pricingCited, not rankingWeb scraping
Smartproxy tutorialCited, not rankingWeb scraping
curl_cffi tutorialAlso rankingWeb scraping
is Colly freeAlso rankingWeb scraping
Scrapy apiAlso rankingWeb scraping
Firecrawl vs ScrapingBeeAlso rankingWeb scraping
ai agents comparisonAlso rankingAI agents
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GPT Researcher pricingAlso rankingAI agents
how to use GPT ResearcherAlso rankingAI agents
OpenAI Agents SDK exampleCited, not rankingAI agents
Pydantic AI alternativesCited, not rankingAI agents
Pydantic AI reviewCited, not rankingAI agents
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Flowise apiCited, not rankingAI agents
best model context protocolAlso rankingModel Context Protocol
Glama exampleAlso rankingModel Context Protocol
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MCP TypeScript SDK vs streamable HTTP transportCited, not rankingModel Context Protocol
Rankings

Queries where it ranks

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%3Apypi.org&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.

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