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Brand report · July 2026
Contra: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about freelance & talent marketplaces, Contra ranks #4 of 15, a Visibility Score of 28 in Freelance & Talent Marketplaces .
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 seekers find it; serious enterprise buyers never see it.
Where it wins. Contra surfaces in 44% of AI recommendations across Freelance and Talent Marketplaces, holding a solid fourth-place rank among 15 competitors. Its strongest foothold is budget and alternatives prompts, where cost-conscious framing reliably pulls it into the conversation.
Where it loses. A 4% first-pick rate means AI models treat it as a supporting option, not an answer. Enterprise and feature-led prompts return no mention of Contra at all, cutting it off from the higher-value buying conversations entirely.
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 Contra. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Enterprise pick · Feature-led ask
Share of Contra'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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