Thunderdome B2B SaaS AI Visibility Index

← Technical Interviewing & Assessment ranking

Brand report · July 2026

interviewing.io interviewing.io: AI Visibility Report

interviewing.io ↗

When buyers ask ChatGPT, Claude, and Gemini about technical interviewing & assessment, interviewing.io ranks #7 of 15, a Visibility Score of 18 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 interviewing.io

Visible when buyers want options, ignored when context gets specific.

Where it wins. A 28% mention rate puts interviewing.io in roughly the top half of a 15-brand field, and it earns its mentions mostly when buyers are shopping around on budget, which is a high-intent moment.

Where it loses. A 4.2% first-pick rate means it almost never wins the top recommendation slot, and it does not appear at all in startup and small-team prompts, a segment that does a lot of technical hiring.

AI-generated analysis of the July 2026 measurements.

On message

How interviewing.io positions itself vs how AI ranks it

interviewing.io claims Technical Interviewing & Assessment and the models back it: #7 of 15 there.

The pitch

"Anonymous mock interviews with engineers from Meta, Google, OpenAI, Amazon, and other top companies"

What AI actually says
In Technical Interviewing & Assessment #7 of 15, claim holds

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

Technical Interviewing & Assessment · #7 of 15

18 / 100 first snapshot (July 2026)
28%
mention rate (72 answers)
5
avg. position
4%
first pick
5%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
10
Claude
34
Gemini
10

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

Prompt themes interviewing.io would want to own

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

Budget & alternatives
6/9 · #1×3

Gaps Startup & small team

Most co-mentioned competitors
HackerRank
90%
CoderPad
65%
Codility
55%
Karat
50%
CodeSignal
45%
LeetCode
45%

Share of interviewing.io'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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