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LLM APIs

how does llm apis work

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

Citations

What the AI Overview cites

DomainStatusOrganic position
producthunt.comCited and ranking1
docs.python.orgCited and ranking2
anthropic.comCited, not ranking
groq.ioCited, 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
1producthunt.comHow does llm apis work — producthuntCited
2docs.python.orgHow does llm apis work | python docsCited
3litellm.comA practical guide to how does llm apis workNot cited3
4reddit.comreddit: how does llm apis workNot cited
5fireworks-ai.comFireworks AI: how does llm apis workNot cited
6mistral.comMistral API: how does llm apis workNot cited
7github.comHow does llm apis work in 2026Not cited
8together-ai.comHow does llm apis work | Together AI docsNot cited
9cohere.comHow does llm apis work — Cohere APINot cited
10cloud.google.comA practical guide to how does llm apis workNot cited
Since 2026-W29

Position history

DomainW29W30W31W32W33W34W35W36
producthunt.com22122211
litellm.com11211123
docs.python.org33333332
reddit.com44444544
fireworks-ai.com55555465
mistral.com66666656

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=how%20does%20llm%20apis%20work&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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