← Technical Interviewing & Assessment ranking

Brand report · September 2026

CodeSignal: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about technical interviewing & assessment, CodeSignal ranks #3 of 15, a Visibility Score of 42 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 CodeSignal

Solid third in one race, with nowhere else to run.

Where it wins. In Technical Interviewing and Assessment, CodeSignal earns a 53% mention rate across the three major AI models, putting it in front of most of the 15 competitors tracked. Rank 3 of 15 in its only category is a real position, not a peripheral one.

Where it loses. With a first-pick rate of 2.8%, buyers hear the name but almost never land on it as the answer, and AI models skip it entirely on feature-led questions, handing that prompt territory to rivals like HackerRank by default.

AI-generated analysis of the September 2026 measurements.

On message

How CodeSignal positions itself vs how AI ranks it

CodeSignal claims Technical Interviewing & Assessment and the models back it: #3 of 15 there.

The pitch

"AI-native skills validation & development"

Positions in Technical Interviewing & Assessment

What AI actually says

Strongest #3 · Technical Interviewing & Assessment

In Technical Interviewing & Assessment #3 of 15, claim holds

Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →

Technical Interviewing & Assessment · #3 of 15

42 / 100 ▼ 12 vs last month

53%

mention rate (72 answers)

3

avg. position

3%

first pick

10%

share of voice

ChatGPT

59

Claude

23

Gemini

45

One of the index's bigger model splits: see where the models disagree →

How the models portray CodeSignal

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).

50% 26% 24%

endorsed · 95% band 35–65% listed caveated graded across 38 mentions in Technical Interviewing & Assessment answers

Prompt themes CodeSignal would want to own

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

Use-case fit

9/9 · #1×1

Top tools in 2026

7/9 · #1×1

If you could pick one

6/9

Best overall

5/9

Enterprise pick

5/9

Startup & small team

3/9

Budget & alternatives

3/9

Feature-led ask

0/9

Gaps Feature-led ask

Most co-mentioned competitors

Share of CodeSignal'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

82%

Karat

61%

Codility

37%

interviewing.io

26%

TestGorilla

21%

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

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