← Technical Interviewing & Assessment ranking
Brand report · July 2026
Karat: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about technical interviewing & assessment, Karat ranks #5 of 15, a Visibility Score of 24 in Technical Interviewing & Assessment .
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.
Known by enterprise AI, ignored when buyers want specifics.
Where it wins. Karat earns a 40% mention rate and holds the enterprise-framing niche, which keeps it in consideration pools alongside HackerRank and CodeSignal.
Where it loses. A zero first-pick rate and absence from feature-led and top-tools prompts mean AI models never push Karat as the obvious choice when buyers compare capabilities directly.
AI-generated analysis of the July 2026 measurements.
ChatGPT 
Claude 
Gemini Share of each theme's answers that mention Karat. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Top tools in 2026 · Feature-led ask
Share of Karat'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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