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Commercial Case / Software / Public Revenue

CoPrep AI

An AI interview assistant that gives answer suggestions in real time during online interviews on Zoom, Google Meet, Teams, and more, plus AI mock interviews, resume analysis and generation, LinkedIn optimization, and a job search toolkit, usable in the browser, on mobile, or on desktop.

Visit official website ↗

THE BUSINESS IN NUMBERS

See the trend, not just the rank

1,3702026-10 · Ending MRR / USD
Historical trend, missing values left blank06851.4K2026-05:02026-06:02026-07:02026-08:5402026-09:7602026-10:1,3702025-092026-10

Historical monthly records; Oct 2026 may be an incomplete month. MRR does not equal profit. Missing values left blank, negative values shown as recorded.

View period data
PeriodEnding MRR / USD
2025-09Unknown
2025-11Unknown
2025-12Unknown
2026-01Unknown
2026-02Unknown
2026-03Unknown
2026-04Unknown
2026-050
2026-060
2026-070
2026-08540
2026-09760
2026-101,370
01 / PRODUCT & PEOPLE

Who does it serve and what problem does it solve?

A credit system billed by the minute (20 credits free for new accounts, credits never expire) plus a full job-search suite, with free calculator tools (PPP salary conversion, notice period, AI job risk) as search entry points, benchmarked against similar products such as Final Round AI and Interview Sidekick

Target Audience

Job seekers preparing for online interviews for software, data, finance, consulting, and product roles, mainly from the United States and India

02 / BUSINESS MODEL

How does it charge?

mixed

New accounts get 20 credits (1 credit is about 1 minute of interview assistance); credit packs Starter $12/120 credits, Pro $24/360 credits, Elite $48/840 credits (as recorded by Revenue record); there are also weekly/monthly/quarterly unlimited plans, with prices not shown on the homepage; promo code COPREP20 gives 20% off

The above describes historical pricing. Check official website for current prices.

03 / ACQUISITION

Where do users come from?

Traffic estimate: last month's visits were about 50.2K (-3.15% month over month in 2026-09); the top channel is organic search at 33.61%, direct about 49.8% (calc estimate), and paid search about 10%; 36.96% of search is paid traffic. Of the 256 keywords, brand keywords are about 20%, and the non-brand ones are mainly the free-tool terms ppp calculator and ppp converter and the competitor terms interview sidekick and final round ai. The website has free tools such as a PPP Salary Calculator, Notice Period Calculator, and AI Job Risk Calculator, plus Instagram, TikTok, X, YouTube, and LinkedIn accounts; it launched on Product Hunt once on 2026-05-13 and once on 2026-07-21, the homepage carries Startup Fame and Google Cloud Partner badges, and it claims 120,000+ users. Credits never expire, so existing users come back by topping up. The founder left the channel blank on Revenue record.

Channel share, initial acquisition, and growth drivers are distinct; correlation does not imply proven causation.

04 / YOUR NEXT QUESTION

What remains to be verified?

The following are research questions, not established market opportunities.

  • What do target users actually pay for? Is there direct user feedback or paid interview evidence?
  • Are these historical prices still active today? What are the conversion, retention, and fulfillment costs?
  • Is the "Traffic estimate: last month's visits were about 50.2K (-3.15% month over month in 2026-09); the top channel is organic search at 33.61%, direct about 49.8% (calc estimate), and paid search about 10%; 36.96% of search is paid traffic. Of the 256 keywords, brand keywords are about 20%, and the non-brand ones are mainly the free-tool terms ppp calculator and ppp converter and the competitor terms interview sidekick and final round ai. The website has free tools such as a PPP Salary Calculator, Notice Period Calculator, and AI Job Risk Calculator, plus Instagram, TikTok, X, YouTube, and LinkedIn accounts; it launched on Product Hunt once on 2026-05-13 and once on 2026-07-21, the homepage carries Startup Fame and Google Cloud Partner badges, and it claims 120,000+ users. Credits never expire, so existing users come back by topping up. The founder left the channel blank on Revenue record." channel still viable? What resources do indie devs need to test it?
  • Whose needs are competitors failing to meet? Find specific evidence before deciding on your angle.

05 / BUSINESS EVIDENCE

Test stories with numbers

The following signals are used to audit cases, not to automatically validate product success or market opportunities.

1,370Snapshot MRR / USD (non-profit)
6,302Snapshot 30-day revenue / USD
2026-10-24Metric updated