Thunderdome B2B SaaS AI Visibility Index

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Brand report · July 2026

Neat Neat: AI Visibility Report

neat.no ↗

When buyers ask ChatGPT, Claude, and Gemini about video conferencing, Neat ranks #7 of 15, a Visibility Score of 10 in Video Conferencing .

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 Neat

Shows up in price conversations, nowhere else.

Where it wins. Neat surfaces in Budget and alternatives prompts, landing a 12.5% mention rate across the category and holding a mid-tier rank of 7 out of 15 competitors.

Where it loses. It draws zero first-pick selections and is absent from seven prompt themes including Best overall, Enterprise pick, and Use-case fit, meaning buyers with clear intent or specific needs never hear its name.

AI-generated analysis of the July 2026 measurements.

Video Conferencing · #7 of 15

10 / 100 first snapshot (July 2026)
13%
mention rate (72 answers)
3
avg. position
0%
first pick
3%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
10
Claude
10
Gemini
10
Prompt themes Neat would want to own

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

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
Logitech
100%
Poly
78%
Cisco
67%
Yealink
56%
Owl Labs
44%
Microsoft
33%

Share of Neat'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.

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