← Technical Interviewing & Assessment ranking

Brand report · September 2026

Coderbyte: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about technical interviewing & assessment, Coderbyte ranks #12 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 Coderbyte

One arena, bottom tier, zero wins to show.

Where it wins. Coderbyte holds a foothold in Technical Interviewing and Assessment, appearing in 8.3% of relevant AI recommendations and landing a rank of 12 out of 15 competing tools.

Where it loses. It earns no first picks and disappears entirely from five major prompt themes including budget comparisons and enterprise buying contexts, leaving HackerRank, CoderPad, and CodeSignal to absorb the decisions that actually close deals.

AI-generated analysis of the September 2026 measurements.

Technical Interviewing & Assessment · #12 of 15

4 / 100 flat vs last month

8%

mention rate (72 answers)

6

avg. position

0%

first pick

2%

share of voice

ChatGPT

4

Claude

3

Gemini

5

How the models portray Coderbyte

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).

33% 33% 33%

endorsed · 95% band 10–70% listed caveated graded across 6 mentions in Technical Interviewing & Assessment answers

Prompt themes Coderbyte would want to own

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

2/9

2/9

2/9

0/9

0/9

0/9

If you could pick one

0/9

Budget & alternatives

0/9

Gaps Startup & small team · Enterprise pick · Feature-led ask · If you could pick one · Budget & alternatives

Most co-mentioned competitors

Share of Coderbyte's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

HackerRank

100%

CoderPad

83%

CodeSignal

83%

Karat

50%

Codility

33%

TestGorilla

33%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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