Thunderdome B2B SaaS AI Visibility Index

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Startup & small team · Prompt 4 of 8 · July 2026

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

“Which docs workspace is best for a startup?”

ChatGPT answered 3× this snapshot

It depends a bit on your team’s style, but a few clear winners: If you want an all-in-one, flexible workspace: Notion is the go-to for many startups. Docs, wikis, tasks, lightweight databases—all in one place. Great for speed and early-stage teams. Downsides: can get messy without structure, and performance can lag at scale. If you want clean, fast docs with minimal fuss: Google Docs + Drive is still the simplest…

Named across its answers: 1. Notion2. Google Docs3. Confluence4. Coda5. Slite

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

Notion is the clear winner here, appearing in all 9 answers and leading 6 of them at an average position of 1.3, while Coda matches its presence but never once takes the top slot. Guru and Glean hold category rank 5 and 7 respectively yet got zero mentions, meaning AI models are filtering the startup framing toward tools with a different profile than those two.

AI-generated read of the July 2026 measurements.

Who wins this question

Owned Consensus

All three models name Notion and Coda on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
Notion 112111122 9/9 · 6× first · #1.3
Coda 455444343 9/9 · never first · #4
Google Workspace 222211 6/9 · 2× first · #1.7
Confluence 333333 6/9 · never first · #3
Google Docs 2215 4/9 · 1× first · #2.5
Microsoft 365 434 3/9 · never first · #3.7
Slite 546 3/9 · never first · #5
Obsidian 4 1/9 · never first · #4
Tettra 6 1/9 · never first · #6

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. Never mentioned here: Guru, Glean, Zoho Workplace, ONLYOFFICE, Microsoft SharePoint, GitBook, LibreOffice, Microsoft Viva.

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