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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Vector databases

what is FAISS

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
5
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 5 sources it credits do not appear in the ten results below.

Citations

What the AI Overview cites

DomainStatusOrganic position
chroma.comCited and ranking1
medium.comCited and ranking2
github.comCited and ranking3
vectorize.ioCited, not ranking
qdrant.ioCited and ranking5

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
1chroma.comChroma: what is FAISSCited
2medium.comA practical guide to what is FAISSCited
3github.comWhat is FAISS — githubCited
4aws.amazon.comA practical guide to what is FAISSNot cited
5qdrant.ioA practical guide to what is FAISSCited
6stackoverflow.comWhat is FAISS | stackoverflow docsNot cited
7reddit.comWhat is FAISS in 2026Not cited
8elasticsearch.comWhat is FAISS — ElasticsearchNot cited
Since 2026-W29

Position history

DomainW29W30W31W32W33W34W35W36
medium.com21323222
chroma.com13111111
github.com32232333
aws.amazon.com45444644
qdrant.io66676555
stackoverflow.com54555466

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=what%20is%20FAISS&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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