Anchor on a real app
Exact app identity comes before any opportunity is attached.
Evidence-backed market radar
See what Shopify merchants still need around the apps they use.
AppScout connects qualified merchant complaints to Shopify apps and categories, then keeps every important claim traceable to its source.
Private app targets and research are never published or added to another customer’s report.
Public library
Verified merchant evidence
- 01 Qualified evidence · Analytics & Attribution Pixel Health Monitor for Shopify Tracking An app that continuously audits Shopify web pixels, analytics tags, and checkout tracking to detect broken events, missing parameters, and failed network requests. It would alert m… 6 independent merchants 6 source posts Evidence score 88/100
- 02 Qualified evidence · Pricing & Discounts VIP Automatic Discount & Segment-Based Pricing App An app that applies VIP discounts automatically for logged-in customers or identified segments without requiring them to enter a code every time. It would support tiered VIP pricin… 6 independent merchants 6 source posts Evidence score 81/100
- 03 Qualified evidence · Finance & Operations Shopify Payout Status Monitor An app that monitors Shopify Payments payout status changes and alerts merchants when payouts are paused, delayed, or unexpectedly missing. It would also summarize the likely statu… 5 independent merchants 5 source posts Evidence score 80/100
The research contract
A dossier you can inspect, including when the answer is “not enough evidence.”
Retrieve qualified evidence
Public findings must pass the same source, ownership, diversity, and evidence-score gate.
Expose uncertainty
Missing prices, dates, app facts, and merchant coverage remain unavailable—not estimated.
Research the market from evidence, not a blank prompt.
Start with an evidence preview for an exact Shopify app. Continue to the 7-day card-backed trial only when the target and evidence are worth watching.