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Brand report · July 2026
Lago: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about subscription billing, Lago ranks #10 of 15, a Visibility Score of 9 in Subscription Billing .
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.
Fringe mention in one niche prompt, nowhere else.
Where it wins. Lago surfaces in 21% of mentions under 'Top tools in 2026' queries, enough to register awareness among trend-oriented buyers scanning the category.
Where it loses. A first-pick rate of 0% across all prompts tells the real story: Lago is filler, not a recommendation. It is entirely absent from enterprise, budget, feature, and best-overall conversations, which is where purchase decisions actually form.
AI-generated analysis of the July 2026 measurements.
ChatGPT 
Claude 
Gemini Share of each theme's answers that mention Lago. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Enterprise pick · Feature-led ask · Budget & alternatives
Share of Lago'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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