Generated from PickyPal AI Shopping Assistant's audit data
PickyPal AI Shopping Assistant scores 87/100 across 6 category checks, which places it in the upper tier of audited Shopify App Store listings. Strengths: description & content at 94/100 and languages at 92/100 carry the headline — both above the 87/100 overall. Watch-items: technical & support (71/100) and categories & discoverability (88/100) drag the average down; lifting technical & support is the single largest available lever. Per-category breakdown below.
This is an independent listing audit for PickyPal AI Shopping Assistant on Shopify. It scored 87/100 (grade A) on today's snapshot. Top strength: Description & Content at 94/100. Biggest gap: Technical & Support at 71/100. We re-audit every 24 hours from the canonical Shopify listing.
Six weighted areas, pass / warning / fail per check, tiers at 85 / 65. Full methodology · Glossary
Last updated: September 5, 2026
PickyPal AI Shopping Assistant's overall score of 87/100 is an excellent overall result, computed as the weighted average of 6 category checks. The spread is uneven across categories — 5 categories score above the headline number and 1 scores below. The strongest category is Description & Content (94/100, +7 vs overall); the weakest is Technical & Support (71/100), 16 points below the overall — a meaningful but not dominant gap. Top three by score: Description & Content (94), Languages (92), Title Optimization (88).
Scoring criteria, category weightings, and the full rubric (identical across every Shopify App Store listing AppRanks audits) are documented on the methodology page and the audit-score glossary entry. Disputes or data corrections: [email protected].
PickyPal AI Shopping Assistant scored 87/100 in the AppRanks listing audit — an excellent overall result. The score is the weighted average of 6 category checks: Title Optimization 88/100, Description & Content 94/100, Visual Assets 88/100, Categories & Discoverability 88/100, Technical & Support 71/100, Languages 92/100. Each category is scored against a fixed rubric that is identical for every app on the platform, so scores are directly comparable across Shopify listings.
PickyPal AI Shopping Assistant's strongest audit area is Description & Content, scored at 94/100. Of the 8 checks AppRanks runs in this category, 7 pass cleanly, with the remainder in warning rather than failing state. This is the dimension a competing listing would need to match before PickyPal AI Shopping Assistant loses its current edge in this category.
The weakest area in PickyPal AI Shopping Assistant's audit is Technical & Support, scored at 71/100. The category has no outright failures, but several checks land in warning state and could move the score up if addressed. Tightening this category is the highest-impact change available to the listing — its weight in the overall score makes it the lever most likely to move the headline number on the next refresh.