AI agent platforms: AI search visibility ranking (2026)
How AI search engines rank ai agent platforms by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. AI agent platforms used to build autonomous workflows, orchestrate tools, manage memory, and deploy task-oriented agents for operations and customer use cases. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 18, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
n8n leads the AI agent platforms category with a visibility score of 25.0%, double that of every other named brand and well above the category average of 6.9%. This gap is significant because the next seven brands, including LangChain, CrewAI, and Relevance AI, all sit at exactly 12.5% visibility, meaning n8n holds a structurally distinct position at the top. n8n also moved from rank 4 to rank 1 in the most recent period, with a visibility delta of 12.5 percentage points, making it the fastest riser alongside CrewAI and OpenAI.
The sharpest divergence between visibility and citation belongs to n8n and Lindy. n8n holds the top visibility rank at 25.0% but carries a citation rate of 0.0%, meaning Google AI Mode surfaces it frequently without linking back to it. Lindy inverts this pattern, dropping from rank 1 to rank 2 in visibility while its citation rate rose by 12.5 points to reach 25.0%. Lindy is the only brand in the top 10 with any citation share, making it the sole brand that is both named and trusted by the AI as a direct source.
All ten ranked brands share Google AI Mode as their top engine, confirming that this category's AI visibility landscape is effectively a single-engine contest. The top cited sources are not primarily the brand domains themselves but third-party platforms: youtube.com and reddit.com lead, followed by gumloop.com, lindy.ai, peoplemanagingpeople.com, siit.io, v7labs.com, and vellum.ai. The presence of lindy.ai in this source list is consistent with Lindy's 25.0% citation rate, and the dominance of community and review-style sources suggests AI Mode is drawing heavily on non-brand content.
Movers & shakers since last refresh
Biggest visibility risers
-
n8n 12% → 25% · rank #4 → #1+12pp
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CrewAI 0% → 12% · rank #6 → #4+12pp
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OpenAI 0% → 12% · rank #9 → #6+12pp
Biggest visibility fallers
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Lindy 25% → 12% · rank #1 → #2-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
n8n.io
|
25% | 0% | Google AI Mode |
n8n leads with 25.0% visibility, more than triple the 6.9% category average, but holds a 0.0% citation rate, meaning it is named often but never linked as a source. |
||||
| 2 |
lindy.ai
|
12% | 25% | Google AI Mode |
Lindy is the only top-10 brand with a non-zero citation rate at 25.0%, despite falling from rank 1 to rank 2 as its visibility dropped by 12.5 percentage points. |
||||
| 3 |
langchain.com
|
12% | 0% | Google AI Mode |
LangChain holds 12.5% visibility, matching seven other brands exactly and sitting at the cluster average, with a 0.0% citation rate offering no differentiation on trust signals. |
||||
| 4 |
crewai.com
|
12% | 0% | Google AI Mode |
CrewAI rose from rank 6 to rank 4 with a 12.5 point visibility gain from 0.0% to 12.5%, but its citation rate remains at 0.0%, the same as the majority of the top 10. |
||||
| 5 |
relevanceai.com
|
12% | 0% | Google AI Mode |
Relevance AI sits at 12.5% visibility, exactly at the midfield cluster, with 0.0% citation and no rank movement data, indicating a stable but undifferentiated AI presence. |
||||
| 6 |
openai.com
|
12% | 0% | Google AI Mode |
| 7 |
zapier.com
|
12% | 0% | Google AI Mode |
| 8 |
dify.ai
|
12% | 0% | Google AI Mode |
| 9 |
dust.tt
|
12% | 0% | Google AI Mode |
| 10 |
flowiseai.com
|
12% | 0% | Google AI Mode |
| 11 |
microsoft.com
|
0% | 0% | Google AI Mode |
| 12 |
kore.ai
|
0% | 0% | Google AI Mode |
| 13 |
llamaindex.ai
|
0% | 0% | Google AI Mode |
| 14 |
google.com
|
0% | 0% | Google AI Mode |
| 15 |
aws.amazon.com
|
0% | 0% | Google AI Mode |
| 16 |
cognigy.com
|
0% | 0% | Google AI Mode |
| 17 |
moveworks.com
|
0% | 0% | Google AI Mode |
| 18 |
botpress.com
|
0% | 0% | Google AI Mode |
| 19 |
voiceflow.com
|
0% | 0% | Google AI Mode |
| 20 |
pydantic.dev
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on ai agent platforms, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own ai agent platforms brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about ai agent platforms AI visibility
Who leads AI visibility in the AI agent platforms category?
n8n leads with 25.0% visibility, double the 12.5% held by all other top-ranked brands and nearly four times the category average of 6.9%. It rose from rank 4 to rank 1 in the most recent period.
Which AI agent platform is most cited as a source by Google AI Mode?
Lindy is the only top-10 brand with a non-zero citation rate, at 25.0%, and its domain also appears directly in the top cited sources list for the category.
What sources does AI cite most for AI agent platform research?
The top cited sources are youtube.com and reddit.com, followed by gumloop.com, lindy.ai, peoplemanagingpeople.com, siit.io, v7labs.com, and vellum.ai, indicating a heavy reliance on community and third-party review content.
Which brands have gained the most AI visibility recently in this category?
n8n, CrewAI, and OpenAI each recorded a visibility delta of plus 12.5 percentage points in the most recent period, with n8n and OpenAI each moving up three rank positions.
Is there a brand with high visibility but low citation trust in this category?
n8n is the clearest example, holding the top visibility rank at 25.0% while carrying a 0.0% citation rate, meaning Google AI Mode names it frequently without using its domain as a cited source.
Which engine dominates AI visibility for AI agent platforms?
Google AI Mode is listed as the top engine for all ten ranked brands in the dataset, making it the only engine driving measurable AI visibility in this category.