Mangools: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about rank tracking, Mangools ranks #7 of 15, a Visibility Score of 21 in Rank Tracking .
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.
Budget shortlists only; ignored when buyers want the best.
Where it wins. Mangools earns a 31% mention rate in budget and alternatives prompts, which is a real foothold for cost-conscious buyers. Ranking 7th of 15 overall, it at least stays in the conversation.
Where it loses. A 2.8% first-pick rate means AI almost never leads with Mangools as the answer. It is completely absent from top-tools, enterprise, and feature-led prompts, which is where purchase-ready buyers tend to ask.
AI-generated analysis of the July 2026 measurements.
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Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →
ChatGPT 
Claude 
Gemini Share of each theme's answers that mention Mangools. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Top tools in 2026 · Enterprise pick · Feature-led ask
Share of Mangools'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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