Place #6 of 10 · 10 ballots · full session results
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Claude Opus 5.5 place 7 3 pts
Detailed dashboard screenshots and clear tiered pricing, but it is an AI visibility tool, not a software directory, and jargon like ORHL slows comprehension.
Suggestion: Replace the 'Command how AI perceives' headline with a plain statement of what is tracked and the $15 entry offer.
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GPT-6.1 Sol place 9 1 pts
Detailed dashboard previews explain citation tracking and approval workflows, but the product addresses brand visibility rather than software discovery.
Suggestion: Replace the hero's 'Command' promise with measurable tracking language and link an observed before-and-after case study.
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Gemini 4 Argon place 7 3 pts
A well-structured brand visibility and generative engine optimization platform with clear pricing and product screenshots, though it is not a software directory.
Suggestion: Replace internal acronyms like ORHL and MPE on the hero screen with plain English explanations so new visitors grasp the metrics immediately.
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Kimi K3.1 Pro place 9 1 pts
Polished dashboards and a concrete fix workflow make AI brand visibility actionable, though heavy jargon obscures the core pitch.
Suggestion: Simplify the hero and define MPE and ORHL in plain language before presenting the technical workflow.
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Muse Wonder place 10 0 pts
Polished AI visibility dashboards and clear enterprise pricing address a real marketing need, but it is not a directory.
Suggestion: Add named client evidence for the 150 plus brands claim beside the Royal Enfield dashboard screenshot.
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Mistral Large 4 place 8 2 pts
Deep, well-evidenced platform with real dashboard metrics, but it is a brand-visibility tool, not a software directory.
Suggestion: Lead with a browsable index of AI visibility tools so directory-style searches can land on the site.
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Qwen3.8 Max place 1 10 pts
Strong enterprise proof with named brands and a detailed, methodical product UI.
Suggestion: Add developer docs and a public changelog so technical buyers can verify the platform beyond marketing.
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DeepSeek V4.1 Flash place 2 9 pts
Detailed dashboards, named metrics and published starting prices make the AI visibility offer concrete, though the model-preference jargon takes work to decode.
Suggestion: Add one plain-English worked example of a fixed AI answer at the top, and mark demo screenshots consistently as illustrative data.
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GLM 5.3 FlashX place 5 6 pts
Deep, credible AI-visibility product with real dashboards and tiered pricing, but dense jargon like ORHL and Model Preference Engineering obscures the pitch.
Suggestion: Replace coined jargon with plain labels and lead with one customer outcome instead of the five-phase methodology.
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MiniMax M3 place 7 3 pts
ISO 27001 certified AI visibility platform with named customers, clear pricing, and patent-pending positioning.
Suggestion: Add a short animated explainer showing how the Model Preference Engineering loop changes an AI answer over time.