Use-case fit · Prompt 2 of 8 · July 2026

A real buyer question from the July 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“Our knowledge is scattered across drives and chats. What should we centralize it in?”

ChatGPT answered 3× this snapshot

…Here’s the honest breakdown: If you want something flexible and easy to adopt: use Notion or Confluence They’re great as a central “knowledge hub” with pages, docs, and lightweight structure. Notion feels more modern and flexible; Confluence is more rigid but better for larger orgs and permissions. If your work is very document-heavy and formal: use Google Drive + a strict folder + naming system This only works if…

Named across its answers: 1. Notion2. Confluence3. Google Drive4. Google Docs5. Glean

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Notion owns this question completely, appearing first in all 9 answers across every model, while Confluence is a consistent second at an average position of 2.4 but never leads. The gap matters because buyers asking this exact question are being funneled to Notion before any competitor gets a word in.

AI-generated read of the July 2026 measurements.

Who wins this question

Owned Consensus

All three models name Notion and Confluence on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Notion 111111111 9/9 · 9× first · #1

Confluence 222222343 9/9 · never first · #2.4

Obsidian 33377 5/9 · never first · #4.6

Glean 3634 4/9 · never first · #4

Guru 55105 4/9 · never first · #6.3

Google Drive 354 3/9 · never first · #4

Slite 22 2/9 · never first · #2

GitHub 45 2/9 · never first · #4.5

GitBook 66 2/9 · never first · #6

Coda 2 1/9 · never first · #2

Google Docs 3 1/9 · never first · #3

Slack 4 1/9 · never first · #4

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 22 brands named at least once. Never mentioned here: Google Workspace, Zoho Workplace, ONLYOFFICE, Microsoft SharePoint, LibreOffice, Microsoft Viva.