Competitor Analysis Tool — AI Teardown of Rivals | Probedex

Elaine — Fri, 10 Jul 2026 02:40:17 +0000

I built Probedex because I kept running into the same problem when looking at SaaS ideas: I could find competitors, but it was hard to understand how they were actually getting traction.

The tool pulls together public signals around SaaS companies: traffic estimates, SEO keywords, backlinks, paid search signals, YouTube mentions, Reddit/Product Hunt activity, estimated MRR, and basic positioning. It then turns those into a teardown report with a short action plan.

It is not meant to be a perfect source of truth. A lot of the data is estimated, and part of the work has been deciding how to show uncertainty instead of pretending the numbers are exact.

The main use case is: before building or marketing a SaaS product, look at a few competitors and understand which channels seem to be working for them.

There is a free version, and the first teardown can be tested before committing to a subscription.

I would especially like feedback on:

whether the report is actually useful for deciding what to build or market next
which data points feel trustworthy or untrustworthy
whether the action plan is too generic
what other competitor signals would be worth adding

Click here to see the product demo video.

PromptZone - AI Prompts, Guides and Tools for Builders: Elaine

Competitor Analysis Tool — AI Teardown of Rivals | Probedex