Thunderdome B2B SaaS AI Visibility Index

← Technical Interviewing & Assessment ranking

Brand report · July 2026

NeetCode NeetCode: AI Visibility Report

neetcode.io ↗

When buyers ask ChatGPT, Claude, and Gemini about technical interviewing & assessment, NeetCode ranks #15 of 15, a Visibility Score of 4 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.

How AI sees NeetCode

Nearly invisible to AI buyers; one niche prompt keeps it alive.

Where it wins. NeetCode surfaces in 4% of mentions and holds its lone footing on 'If you could pick one' prompts, suggesting some residual brand recognition when buyers want a single strong opinion.

Where it loses. Ranked last at 15 of 15 with zero first-pick selections, it is absent from 7 prompt themes including every high-intent category like enterprise, use-case fit, and top tools, meaning buyers with a real purchase decision in mind never see it recommended.

AI-generated analysis of the July 2026 measurements.

Technical Interviewing & Assessment · #15 of 15

4 / 100 first snapshot (July 2026)
4%
mention rate (72 answers)
2
avg. position
0%
first pick
1%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
8
Claude
3
Gemini
0
Prompt themes NeetCode would want to own

Share of each theme's answers that mention NeetCode. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Gaps Best overall · Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · Feature-led ask · Budget & alternatives

Most co-mentioned competitors
LeetCode
100%
Pramp
67%
interviewing.io
67%
Grokking
33%
HackerRank
33%

Share of NeetCode'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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