Thunderdome B2B SaaS AI Visibility Index

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Brand report · September 2026

Zoho Workplace: AI Visibility Report

zoho.com ↗

When buyers ask ChatGPT, Claude, and Gemini about docs & knowledge management, Zoho Workplace ranks #12 of 15, a Visibility Score of 11 in Docs & Knowledge Management .

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 Zoho Workplace

One category, rank 12 of 15, that is the whole story.

Where it wins. Zoho Workplace earns its only AI foothold in Docs and Knowledge Management through budget and alternatives queries, where a 12.5% mention rate keeps it technically on the board.

Where it loses. A first-pick rate of 8.3% against 15 competitors signals the models treat it as a fallback name beside OnlyOffice and LibreOffice, and it clears none of the seven other prompt themes including Best Overall, Enterprise Pick, or Startup.

AI-generated analysis of the September 2026 measurements.

Docs & Knowledge Management · #12 of 15

11 / 100 flat vs last month
13%
mention rate (72 answers)
2
avg. position
8%
first pick
2%
share of voice
11.3Jul 2026Jul 2026: 11.311.1Aug 2026Aug 2026: 11.111.1Sep 2026Sep 2026: 11.1
ChatGPT
13
Claude
8
Gemini
13

How the models portray Zoho Workplace

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

100%
endorsed · 95% band 70–100% listed caveated graded across 9 mentions in Docs & Knowledge Management answers
Prompt themes Zoho Workplace would want to own

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

Budget & alternatives
9/9 · #1×6

Gaps Best overall · Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · Feature-led ask · If you could pick one

Most co-mentioned competitors

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

OnlyOffice
100%
LibreOffice
100%
Proton
56%
Nextcloud
44%
Notion
44%
Google Workspace
33%

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

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