Fixed-price public review mining pack for Shopify app teams

Ask & Offer
1

Hi all - I am testing a small fixed-price service for indie Shopify app developers and small app teams.

The idea: I manually review public Shopify App Store reviews, competitor listings, public docs/changelogs/pricing pages, and public merchant support discussions for one app niche. The output is a short brief with:

  • recurring complaint themes
  • recurring praise and conversion hooks
  • competitor positioning gaps
  • support-response snippet ideas
  • App Store listing FAQ/trust improvements
  • 5 prioritized product or retention-messaging opportunities

Pilot price would be $99 for one app/niche, then $199 standard if it proves useful.

No private merchant data, no app admin access, no customer exports, no review manipulation, and no promises about ratings, rankings, installs, revenue, retention, or review removal. This is public customer-research packaging only.

I would value blunt feedback from app developers:

  • Would this save you time, or is it too easy to do internally?
  • Which niche would make the strongest sample: reviews/UGC, returns, subscriptions, shipping, upsells, loyalty, or support apps?
  • What would need to be included for this to be worth $99-$199?

If this belongs in a different board, I am happy to move it.

2

Hi @Spencer_St_John,

This is a fantastic concept. As a developer, I can attest that although we are capable of conducting this research on our own, we seldom have the time to sit down and turn it into useful insights.

My comments:

The best niche is unquestionably “Returns” or “Subscriptions.” Your observations would be instantly useful because such apps have a lot of user friction.

Value: I’d recommend adding a “Quick Wins” section with simple UI/UX changes that can be made in a single day to increase conversions in order to reach that $199 threshold.

Good luck with the pilot!