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n8n vs Langflow

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 3 of 12 weeks
Sources cited
6
3 of them not in the top 10
Organic results
8
returned on page one
Weekly churn
17%
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 3 of the 6 sources it credits do not appear in the ten results below.

Citations

What the AI Overview cites

DomainStatusOrganic position
agentgpt.ioCited and ranking2
docs.flowise.comCited and ranking4
quora.comCited and ranking6
docs.python.orgCited, not ranking
docs.langgraph.ioCited, not ranking
autogen.comCited, 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
1docs.langflow.comN8n vs Langflow — LangflowNot cited
2agentgpt.ioN8n vs Langflow in 2026Cited3
3github.comN8n vs Langflow — githubNot cited
4docs.flowise.comFlowise: n8n vs LangflowCited
5flowise.comFlowise: n8n vs LangflowNot cited
6quora.comquora: n8n vs LangflowCited
7producthunt.comN8n vs Langflow | producthunt docsNot cited
8crewai.comCrewAI: n8n vs LangflowNot cited
Since 2026-W29

Position history

DomainW29W30W31W32W33W34W35W36
agentgpt.io11111112
docs.langflow.com23222221
github.com32333333
docs.flowise.com45444444
flowise.com54555555
crewai.com87878888

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=n8n%20vs%20Langflow&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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