Thunderdome B2B SaaS AI Visibility Index

← Docs & Knowledge Management ranking

Best overall · Prompt 1 of 8 · July 2026

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

“What's the best tool for team docs and a company wiki?”

ChatGPT answered 3× this snapshot

There isn’t a single “best” tool—it depends on how your team works—but a few stand out depending on your priorities: If you want an all-in-one, flexible workspace: Notion – super popular for a reason. Great for docs, wikis, lightweight databases, and internal tools all in one place. Easy to start, but can get messy at scale without structure. If you care about clean documentation and structure: Confluence

Named across its answers: 1. Notion2. Confluence3. Slite4. Google Docs5. GitBook

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

Notion owns this question completely, earning the top slot in all 9 answers across every model, while Confluence holds a consistent but clearly secondary position 2. The gap between those two and the 16 other brands named matters because AI-referred buyers will see Notion framed as the default answer before any alternative is considered.

AI-generated read of the July 2026 measurements.

Who wins this question

Owned Consensus

All three models name Notion, Confluence, Slite and Coda on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
Notion 111111111 9/9 · 9× first · #1
Confluence 222222222 9/9 · never first · #2
Slite 3445634 7/9 · never first · #4.1
Coda 686454 6/9 · never first · #5.5
GitBook 57358 5/9 · never first · #5.6
Guru 3435 4/9 · never first · #3.8
Obsidian 9356 4/9 · never first · #5.8
Google Docs 533 3/9 · never first · #3.7
Outline 447 3/9 · never first · #5
Slab 43 2/9 · never first · #3.5
Google Sites 59 2/9 · never first · #7
Docusaurus 5 1/9 · never first · #5

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 18 brands named at least once. Never mentioned here: Glean, Google Workspace, Zoho Workplace, ONLYOFFICE, Microsoft SharePoint, LibreOffice, Microsoft Viva.

Build variants of this question: the Docs & Knowledge Management prompt tree → Next prompt →

Part of the Docs & Knowledge Management snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.