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Commercial Case / Software / Public Revenue

Crawlbyte

Crawlbyte offers a web data scraping API and console that defaults to request-level scraping and switches to its own browser when needed, gets around blocks and CAPTCHAs, and outputs JSON, CSV, or raw HTML, billed per successful task.

Visit official website ↗

THE BUSINESS IN NUMBERS

See the trend, not just the rank

1,2462026-10 · Ending MRR / USD
Historical trend, missing values left blank08731.7K2025-08:492025-09:492025-10:492025-11:492025-12:1972026-01:7472026-02:1,7462026-03:1,7462026-04:1,7462026-05:1,7462026-06:1,7462026-07:1,2952026-08:1,2462026-09:1,2462026-10:1,2462025-062026-10

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
2025-06Unknown
2025-07Unknown
2025-0849
2025-0949
2025-1049
2025-1149
2025-12197
2026-01747
2026-021,746
2026-031,746
2026-041,746
2026-051,746
2026-061,746
2026-071,295
2026-081,246
2026-091,246
2026-101,246
01 / PRODUCT & PEOPLE

Who does it serve and what problem does it solve?

Charges only for successful tasks (from $0.005 per task), so users don't have to maintain browser sessions and proxies themselves, and provides ready-made templates for Amazon, travel, Product Hunt, Reddit, and more.

Target Audience

Product, data, and engineering teams that need reliable scraping of public web data such as e-commerce and travel (including price monitoring and dataset businesses)

02 / BUSINESS MODEL

How does it charge?

mixed

Pay-as-you-go from $0.005 per task, Enhanced from $0.0075, Advanced from $0.01; monthly plans save another 20-30%; new users get $5 of starting credit

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

03 / ACQUISITION

Where do users come from?

There is no Traffic estimate data, Revenue record has no marketing channel filled in, Ahrefs DR is only 4, and the website has no blog, which indicates new customers basically do not come from organic search. The website has X and LinkedIn links and a discovery call entry point, plus developer docs and a changelog, so team customers are speculated to come from the founder's developer circle on X and one-to-one sales. Revenue is mainly pay-as-you-go (monthly revenue is far higher than MRR, with 4 subscriptions), and existing users repurchase by continuing to call the API.

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 "There is no Traffic estimate data, Revenue record has no marketing channel filled in, Ahrefs DR is only 4, and the website has no blog, which indicates new customers basically do not come from organic search. The website has X and LinkedIn links and a discovery call entry point, plus developer docs and a changelog, so team customers are speculated to come from the founder's developer circle on X and one-to-one sales. Revenue is mainly pay-as-you-go (monthly revenue is far higher than MRR, with 4 subscriptions), and existing users repurchase by continuing to call the API." 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.

1,246Snapshot MRR / USD (non-profit)
6,746Snapshot 30-day revenue / USD
2026-10-24Metric updated