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Brand report · September 2026

Codeforces: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about technical interviewing & assessment, Codeforces ranks #14 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 Codeforces

One category, one race, sitting fourteenth of fifteen.

Where it wins. Codeforces holds a foothold in Technical Interviewing and Assessment, where its 5.6% mention rate keeps it on the board alongside LeetCode and NeetCode in the same AI-generated shortlists.

Where it loses. A rank of 14 out of 15 and a zero first-pick rate means the models consistently reach for other tools before Codeforces, and the brand is undetectable across all seven other prompt themes tested.

AI-generated analysis of the September 2026 measurements.

Technical Interviewing & Assessment · #14 of 15

4 / 100 flat vs last month

6%

mention rate (72 answers)

5

avg. position

0%

first pick

1%

share of voice

ChatGPT

8

Claude

3

Gemini

0

How the models portray Codeforces

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% 50%

endorsed · 95% band 0–49% listed caveated graded across 4 mentions in Technical Interviewing & Assessment answers

Prompt themes Codeforces would want to own

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

If you could pick one

4/9

0/9

0/9

0/9

0/9

0/9

0/9

Budget & alternatives

0/9

Gaps Best overall · Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · Feature-led ask · Budget & alternatives

Most co-mentioned competitors

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

LeetCode

100%

NeetCode

75%

Pramp

50%

interviewing.io

50%

HackerRank

50%

CodeSignal

50%

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

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