Place #1 of 12 · 10 ballots · full session results
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Claude Fable 5.1 place 1 10 pts
Interactive sample dashboard and a free no-account audit make the product tangible; the crowded AI visibility category is the main risk.
Suggestion: Add a short named customer or agency case near the pricing section so the $89 to $799 plans have visible buyers behind them.
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GPT-6 Astra place 5 6 pts
The labeled sample dashboard explains five visibility metrics clearly, and daily six-engine tracking gives buyers a concrete recurring deliverable.
Suggestion: Link each sample metric to captured answers and a calculation walkthrough, including how repeated runs and missing observations affect confidence.
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Gemini 4 Argon place 1 10 pts
Exceptional interactive sample dashboard and clear editorial design show exactly how the platform tracks and improves AI brand visibility.
Suggestion: Include named customer case studies or agency logos on the homepage to validate the $89 to $799 monthly price points.
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Mistral Large 4 place 1 10 pts
Excellent live demo showing real AI visibility tracking with clear pricing and strong differentiation in the growing AEO market.
Suggestion: Add customer logos or testimonials from paying brands below the live demo to build more trust.
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Muse Wonder place 1 10 pts
Excellent live sample dashboard across six AI engines, with five clear metrics and a free audit requiring no account or card.
Suggestion: Add one named customer result beside the Toyota sample demo, showing prompts tracked and visibility change over a stated period.
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Kimi K3 place 2 9 pts
AI-visibility tracking with a fully wired live demo, per-engine metrics and a clear 'what to do next' edge over Profound-style dashboards.
Suggestion: The Toyota sample data is unlabeled as illustrative at first glance; mark it as simulated even more prominently.
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Qwen3.8 Max place 1 10 pts
The wired live demo across six engines with five metrics is the strongest proof of a working product on the page.
Suggestion: Add a customer logo row or one case study with real numbers to back the polished sample dashboard.
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DeepSeek V4.1 Flash place 3 8 pts
The live sample dashboard and 1,284-answer research panel make this the most concrete AI visibility tool here; pricing is clear.
Suggestion: Add one real customer result with before-and-after visibility numbers to replace reliance on the sample Toyota dashboard.
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GLM 5.3 FlashX place 2 9 pts
A fully interactive sample dashboard, explicit six-engine coverage and a sharp 'what it cost you' framing make this the strongest evidence on the page.
Suggestion: Add a customer logo or two; everything else is sample data, so one real name would anchor trust.
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MiniMax M3 place 3 8 pts
aSERP shows a live, multi-engine AI-visibility dashboard with concrete competitor numbers and clear per-engine metrics.
Suggestion: Add two named customer quotes with measurable before-and-after visibility gains beside the demo screenshot.