Generated from iWAND: AI Stylist & Shop Agent's audit data
iWAND: AI Stylist & Shop Agent scores 89/100 across 6 category checks, which places it in the upper tier of audited Shopify App Store listings. Strengths: description & content at 100/100 and visual assets at 100/100 carry the headline — both above the 89/100 overall. Watch-items: languages (50/100) and technical & support (71/100) drag the average down; lifting languages is the single largest available lever. Per-category breakdown below.
This is an independent listing audit for iWAND: AI Stylist & Shop Agent on Shopify. It scored 89/100 (grade A) on today's snapshot. Top strength: Categories & Discoverability at 100/100. Biggest gap: Languages at 50/100. 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: July 8, 2026
iWAND: AI Stylist & Shop Agent's overall score of 89/100 is an excellent overall result, computed as the weighted average of 6 category checks. The spread is highly polarized across categories — 3 categories score above the headline number and 3 score below. The strongest category is Description & Content (100/100, +11 vs overall); the weakest is Languages (50/100), a 39-point gap below the headline score — the largest single lever. Top three by score: Description & Content (100), Visual Assets (100), Categories & Discoverability (100).
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].
iWAND: AI Stylist & Shop Agent scored 89/100 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 100/100, Visual Assets 100/100, Categories & Discoverability 100/100, Technical & Support 71/100, Languages 50/100. 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.
iWAND: AI Stylist & Shop Agent's strongest audit area is Description & Content, scored at 100/100. Of the 8 checks AppRanks runs in this category, 8 pass cleanly, with the remainder in warning rather than failing state. This is the dimension a competing listing would need to match before iWAND: AI Stylist & Shop Agent loses its current edge in this category.
The weakest area in iWAND: AI Stylist & Shop Agent's audit is Languages, scored at 50/100. The failing checks are language count, each with a concrete fix described below. 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.