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openpedia.io

A bid-ranked directory of AI tools and SaaS plus an AI news newsletter; the higher a product's bid, the higher it ranks.

Visit official website ↗

THE BUSINESS IN NUMBERS

See the trend, not just the rank

8,5962026-09 · Visit estimates
Historical trend, missing values left blank04.3K8.6KApr–Jun 2026 (avg):2,9342026-07:8252026-08:4042026-09:8,596Apr–Jun 2026 (avg)2026-09

Apr–Jun is monthly average estimate, others are monthly estimates; visits do not equal transactions. Missing values left blank, negative values shown as recorded.

View period data
PeriodVisit estimates
Apr–Jun 2026 (avg)2,934
2026-07825
2026-08404
2026-098,596
01 / PRODUCT & PEOPLE

Who does it serve and what problem does it solve?

Ranking is purely by paid bidding, starting at $10, with a low barrier to entry

Target Audience

Indie developers and small teams who want to buy exposure for their AI tool/SaaS

02 / BUSINESS MODEL

How does it charge?

per item

Rank #1 starts at a $10 bid (current highest $73); leaderboard bids range from $10 to $72

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

03 / ACQUISITION

Where do users come from?

Direct 66.0%, social 25.5% (platforms not listed); the public leaderboard is itself something product owners will repost. Search terms are mixed (jev, candy ai, janitor ai), with brand keywords at 66%.

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 "Social media" 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.

8,5962026-09 Checkout visit estimate (non-transaction)
UnknownSnapshot 30-day revenue / USD
UnknownMetric updated