Place #1 of 12 · 10 ballots · full session results
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Claude Opus 5.5 place 1 10 pts
Strong, credible GEO platform with a real dashboard screenshot, named customers, Gartner recognition and transparent tiered pricing.
Suggestion: Fill the empty feature panel beside the accordion with a screenshot of each module so the section stops showing a blank box.
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GPT-6.1 Sol place 1 10 pts
Product screenshots, named customer stories and concrete integrations support a convincing research-to-monitoring workflow.
Suggestion: Explain which three engines each standard plan includes and the credit cost of expanding coverage beside the plan prices.
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Gemini 4 Argon place 1 10 pts
Strong market validation with Gartner recognition, named enterprise testimonials, and comprehensive prompt research features, though lower-page feature graphics failed to render.
Suggestion: Clarify on the pricing cards whether users can switch which 3 of the 7 AI engines are included in the Lite and Standard plans.
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Kimi K3.1 Pro place 1 10 pts
The Adidas dashboard, named customer stories and Gartner recognition support a broad research-to-optimization product better than most AI monitoring pitches.
Suggestion: Explain engine selection and credit consumption beside each price so buyers can estimate the real cost of multi-engine monitoring.
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Muse Wonder place 1 10 pts
Polished AI search monitoring with real dashboard, 40,000 user claim, Gartner recognition and clear tiered pricing.
Suggestion: Replace the generic visibility claims with one named case study showing prompts, dates and measured traffic change.
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Mistral Large 4 place 1 10 pts
Clear positioning as the SEMrush of AI search, backed by a real dashboard, named customers and a Gartner Cool Vendor badge.
Suggestion: Add a short product video or interactive demo above the fold so visitors see engine coverage without booking a call.
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Qwen3.8 Max place 1 10 pts
Gartner Cool Vendor badge, 40k users, named case studies and detailed pricing make this the category leader.
Suggestion: Surface the full dashboard in an interactive demo on the homepage instead of a single static Adidas screenshot.
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DeepSeek V4.1 Flash place 1 10 pts
The strongest trust signals in this set - Gartner, G2 badges, named customers and published GEO experiments - behind a sharp, clear homepage.
Suggestion: Show a screenshot inside the prompt-research view so buyers see raw data, not only brand reports.
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GLM 5.3 FlashX place 2 9 pts
Polished, mature platform with Gartner recognition, named customers, published GEO experiments and a transparent credit-based pricing ladder.
Suggestion: Clarify on the pricing page why every paid plan only unlocks 3 of the 7 advertised AI engines.
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MiniMax M3 place 1 10 pts
Strongest evidence pack of the group: named Gartner recognition, real customer logos, dated dashboards and named user quotes.
Suggestion: The 'Lite' plan covers only 3 of 7 engines; make the included engines a clear pick-list per tier so buyers know exactly what they get for $29.