← Technical Interviewing & Assessment ranking
Brand report · September 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 29 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.
One arena, mid-table, and zero first-pick votes.
Where it wins. A 47% mention rate in Technical Interviewing & Assessment keeps Karat in nearly half of all relevant AI conversations, and its 'Enterprise pick' label signals that the models at least associate it with serious hiring infrastructure.
Where it loses. Rank 5 of 15 with no first-pick selections means buyers hearing AI recommendations almost always hear HackerRank, CoderPad, or CodeSignal first, and Karat drops out entirely when prompts ask for a single recommendation or lead with specific features.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
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 Feature-led ask · If you could pick one
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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