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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Web scraping

Puppeteer vs Selenium

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 12 of 12 weeks
Sources cited
3
1 of them not in the top 10
Organic results
8
returned on page one
Weekly churn
15%
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 3 sources it credits do not appear in the ten results below.

Citations

What the AI Overview cites

DomainStatusOrganic position
github.comCited and ranking1
zapier.comCited and ranking2
docs.scrape.doCited, 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
1github.comPuppeteer vs Selenium — githubCited
2zapier.comPuppeteer vs Selenium — zapierCited
3puppeteer.ioA practical guide to Puppeteer vs SeleniumNot cited4
4crawlee.comPuppeteer vs Selenium — CrawleeNot cited
5youtube.comPuppeteer vs Selenium in 2026Not cited
6leanweekly.ioleanweekly: Puppeteer vs SeleniumNot cited
7capterra.comA practical guide to Puppeteer vs SeleniumNot cited
8geeksforgeeks.orgPuppeteer vs Selenium | geeksforgeeks docsNot cited
Since 2026-W29

Position history

DomainW29W30W31W32W33W34W35W36
github.com11111111
zapier.com33232222
puppeteer.io22323333
crawlee.com44454444
leanweekly.io66665666
youtube.com55546555

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=Puppeteer%20vs%20Selenium&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 Puppeteer vs Selenium: what changed in the results, which domains moved, and where AI Overview switched on or off. Unsubscribe in one click.