Munch: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about ai video creation, Munch ranks #9 of 15, a Visibility Score of 14 in AI Video Creation .
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.
Occasionally mentioned, never chosen first, ignored by high-intent prompts.
Where it wins. Munch surfaces in use-case-fit conversations and pulls a 22% mention rate, which keeps it in the consideration set alongside Opus Clip and Descript.
Where it loses. A 0% first-pick rate means AI models treat it as a fallback, not a recommendation, and it is absent from every high-conversion prompt theme including budget, enterprise, and startup contexts.
AI-generated analysis of the July 2026 measurements.
ChatGPT 
Claude 
Gemini Share of each theme's answers that mention Munch. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Top tools in 2026 · Startup & small team · Enterprise pick · If you could pick one · Budget & alternatives
Share of Munch'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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