Thunderdome B2B SaaS AI Visibility Index

← Docs & Knowledge Management ranking

Brand report · July 2026

Notion Notion: AI Visibility Report

notion.so ↗

When buyers ask ChatGPT, Claude, and Gemini about docs & knowledge management, Notion ranks #1 of 15, a Visibility Score of 84 in Docs & Knowledge Management (and appears in 3 categories of the index).

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Notion

Dominant in its core, irrelevant outside it.

Where it wins. Docs and Knowledge Management is nearly untouchable: a 90% mention rate and first-pick honors in 67% of prompts put Notion ahead of every rival in that category. Project Management shows real presence too, landing second of 15 with a 72% mention rate.

Where it loses. Coaching and Development is a dead zone: a 14% mention rate, zero first picks, and absence from five major prompt themes including Best Overall and Enterprise Pick suggest AI models simply do not associate Notion with that space at all.

AI-generated analysis of the July 2026 measurements.

On message

How Notion positions itself vs how AI ranks it

Notion claims Docs & Knowledge Management and the models back it: #1 of 15 there.

The pitch

"Where teams and agents Think together."

Positions in Docs & Knowledge Management
What AI actually says
Strongest #1 · Docs & Knowledge Management
In Docs & Knowledge Management #1 of 15, claim holds

Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →

Docs & Knowledge Management · #1 of 15

84 / 100 first snapshot (July 2026)
90%
mention rate (72 answers)
2
avg. position
67%
first pick
14%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
78
Claude
88
Gemini
86
Prompt themes Notion would want to own

Share of each theme's answers that mention Notion. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Best overall
9/9 · #1×9
Use-case fit
9/9 · #1×9
Top tools in 2026
9/9 · #1×6
Startup & small team
9/9 · #1×6
Feature-led ask
9/9 · #1×9
If you could pick one
9/9 · #1×9
Enterprise pick
7/9
Budget & alternatives
4/9
Most co-mentioned competitors
Confluence
83%
Obsidian
51%
Coda
43%
Guru
31%
Slite
26%
Glean
22%

Share of Notion's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Scores are measured from real AI answers, refreshed monthly. Methodology.

Get alerted on big movements

We rerun the index every month. Drop your email and pick what to watch in Docs & Knowledge Management: the whole category or specific brands. Free, unsubscribe anytime.

What should we watch?

Monthly alerts to when your picks move sharply in Docs & Knowledge Management.

Or watch specific brands: