Thunderdome B2B SaaS AI Visibility Index

← Technical Interviewing & Assessment ranking

Brand report · September 2026

CoderPad CoderPad: AI Visibility Report

coderpad.io ↗

When buyers ask ChatGPT, Claude, and Gemini about technical interviewing & assessment, CoderPad ranks #2 of 15, a Visibility Score of 60 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 CoderPad

CoderPad owns one race and sits second in it.

Where it wins. In Technical Interviewing & Assessment, AI models surface CoderPad 68% of the time, and when buyers ask for the best overall option, it earns the first recommendation 35% of the time. That combination makes it a genuine contender rather than a filler name.

Where it loses. Feature-led prompts produce no CoderPad mentions at all, meaning buyers who ask about specific capabilities rather than general quality miss it entirely. With HackerRank and CodeSignal sharing the same co-mention cluster, the rank 2 position has no buffer if either rival pulls ahead on feature-specific queries.

AI-generated analysis of the September 2026 measurements.

On message

How CoderPad positions itself vs how AI ranks it

CoderPad claims Technical Interviewing & Assessment and the models back it: #2 of 15 there.

The pitch

"AI broke technical hiring. We fixed it."

Targets Enterprise
What AI actually says
In Technical Interviewing & Assessment #2 of 15, claim holds

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

Technical Interviewing & Assessment · #2 of 15

60 / 100 flat vs last month
68%
mention rate (72 answers)
2
avg. position
35%
first pick
13%
share of voice
66Jul 2026Jul 2026: 6664.3Aug 2026Aug 2026: 64.359.7Sep 2026Sep 2026: 59.7
ChatGPT
57
Claude
60
Gemini
63

How the models portray CoderPad

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).

69% 24%
endorsed · 95% band 55–80% listed caveated graded across 49 mentions in Technical Interviewing & Assessment answers
Prompt themes CoderPad would want to own

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

Best overall
9/9 · #1×9
Use-case fit
9/9 · #1×8
Startup & small team
9/9 · #1×4
Enterprise pick
8/9 · #1×2
If you could pick one
3/9 · #1×2

Gaps Feature-led ask

Most co-mentioned competitors

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

HackerRank
92%
CodeSignal
63%
Karat
63%
Codility
55%
interviewing.io
27%
Byteboard
24%

Head-to-head: CoderPad vs HackerRank

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

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