Thunderdome B2B SaaS AI Visibility Index

← Technical Interviewing & Assessment ranking

Brand report · July 2026

CodeSignal CodeSignal: AI Visibility Report

codesignal.com ↗

When buyers ask ChatGPT, Claude, and Gemini about technical interviewing & assessment, CodeSignal ranks #3 of 15, a Visibility Score of 45 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 mid-tier presence, but rarely the first name called.

Where it wins. A 56% mention rate across AI models puts CodeSignal in most shortlists, and ranking 3rd of 15 shows real category recognition when buyers describe what they need rather than what features they want.

Where it loses. An 8% first-pick rate means it almost never wins the opening recommendation, and its absence from feature-led prompts suggests AI models do not associate it with a distinctive capability advantage over HackerRank or Codility.

AI-generated analysis of the July 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"

What AI actually says
In Technical Interviewing & Assessment #3 of 15, claim holds

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

Technical Interviewing & Assessment · #3 of 15

45 / 100 first snapshot (July 2026)
56%
mention rate (72 answers)
3
avg. position
8%
first pick
10%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
68
Claude
22
Gemini
45

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

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 · #1×2
Top tools in 2026
7/9 · #1×1
Enterprise pick
7/9 · #1×1
Budget & alternatives
5/9 · #1×2

Gaps Feature-led ask

Most co-mentioned competitors
HackerRank
100%
CoderPad
93%
Codility
53%
Karat
50%
interviewing.io
23%
Replit
23%

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.

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

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