AppGap
Find the gap in your Shopify app category
Launch price until 30 Nov 2026 or the first 20 orders.
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- PDF by email within 24–48 h
- Secure checkout · Stripe VISAMastercardAMEX
- Full refund if we can’t produce a useful report. Terms
AppGap reads the recent 1–3★ merchant reviews of the top ~10 apps in a Shopify App Store category and turns them into a gap matrix: which complaints repeat across all the leading apps, how serious they are, and what merchants say in their own words. One PDF, one category, no subscription.
Read a page first
Real reviews quoted in the sample report. Every finding in a Revunda report comes with quotes like these, so you can check it yourself.
“We faced significant challenges while integrating Judge.me widgets into our theme. The process was plagued by bugs, requiring us to repeatedly explain the same issue to different chat support agents, which was both time-consuming…”
“box did not show at all on mobile. I reached out to support for help and was met with the agent telling me how it does work and I am not refreshing/clearing my cache (which I did several times). She took an extremely long time to…”
“The app stopped working correctly months ago. Now, it just sends emails to customers even when the orders haven't delivered, causing them to become frustrated, charge back their orders, and leave negative feedback on trustpilot.…”
What’s inside
- The top ~10 apps from Shopify's own ranking for the category
- Up to ~60 recent 1–3★ reviews per app, each tagged by AI into 11 themes: bugs, missing features, support, misleading listing, pricing/plan limits, surprise billing, integrations, setup, theme fit, store speed, data/uninstall
- A gap matrix (theme × app) with the share of each app's negative reviews that mention each theme, plus developer reply rates
- Gaps ranked by complaints × severity × how many top apps share the problem
- Real merchant quotes for each gap, and an opportunities list for positioning and roadmap
| Format | PDF report, sent by email |
|---|---|
| Delivery | Within 24–48 hours of payment |
| Sample length | 3 pp. · PDF |
| Payment | One-off, card via Stripe. No account, no subscription. |
| Refunds | Full refund if we can’t produce a useful report. Terms |
How it works
- Pay €19 and paste a category link, e.g.
https://apps.shopify.com/categories/marketing-and-conversion-upsell-and-bundles. - We read the category ranking and the recent negative reviews of its top apps, then run the analysis.
- You get the PDF by email within 24–48 hours.
198 recent 1–3★ reviews across 9 top apps (Judge.me Product Reviews App, Reputon Google Reviews, Entangle Google Reviews, TrustShop: Product Reviews, Loox ‑ Product Reviews App and more), generated 19 October 2026.
| Gap | Complaints | Severity (0–3) | Top apps affected (≥20% of their 1–3★ reviews) |
|---|---|---|---|
| Bugs / broken features | 92 | 2.2 | 9 of 9 |
| Missing feature | 52 | 1.9 | 6 of 9 |
| Support | 42 | 2.3 | 4 of 9 |
| Misleading listing | 40 | 2.3 | 4 of 9 |
| Price / plan limits | 41 | 2.0 | 2 of 9 |
| Billing / surprise charges | 19 | 2.3 | 2 of 9 |
Who it's for
- Shopify app developers choosing what to build next or how to position against the category leaders
- Founders validating a new app idea before writing code
- Product marketers writing listing copy that answers what merchants actually complain about
Honest limits
- We sample recent negative reviews (up to ~60 per app), not every review ever written. Apps with few negative reviews have small samples, and the report shows sample sizes.
- The analysis is done by AI and every report is reviewed by a person before delivery, but single labels can still be wrong on single reviews; every gap comes with quotes so you can check.
- Reviews show what unhappy merchants say, not market share or revenue.
- Alternatives exist: Applora offers continuous Shopify review intelligence on a subscription. AppGap is a one-off report per category.
- One free clarification by email within 7 days. If we can't produce a report for your category, you get a full refund.
How we make a report
Public reviews are collected from the store or map listing you send us, each one is classified by an AI model, and the results are assembled into a short PDF. Counts and quotes come straight from the data, and the limits are written down on this page. Nothing is sold as a guarantee of ranking or revenue. Every report is then reviewed by a person before it is emailed to you.
Questions
What do I need to provide?
The Shopify App Store category URL (e.g. apps.shopify.com/categories/...). You paste it at checkout.
Which apps are covered?
The top ~10 apps from Shopify's own ranking for that category.
Which reviews are used?
Up to ~60 recent 1–3★ merchant reviews per app.
What if the category is too small?
If we find fewer than 3 apps or 30 negative reviews, we refund in full.
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AmazonAmazon 1-Star ReportWhy buyers give a product 1–3 stars, with fixes for listing copy, images and product.from €12View Launch price until 30 Nov 2026 or the first 20 orders.