Generated from AI Product Search by Image's audit data
AI Product Search by Image scores 81/100 across 6 category checks, which puts it in the healthy band — focused gaps rather than systemic problems. Strengths: visual assets at 100/100 and title optimization at 88/100 carry the headline — both above the 81/100 overall. Watch-items: languages (50/100) and technical & support (64/100) drag the average down; lifting languages is the single largest available lever. Per-category breakdown below.
This is an independent listing audit for AI Product Search by Image on Shopify. It scored 81/100 (grade B) on today's snapshot. Top strength: Visual Assets 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 13, 2026
AI Product Search by Image's overall score of 81/100 is a healthy result with specific areas to tighten, 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 Visual Assets (100/100, +19 vs overall); the weakest is Languages (50/100), a 31-point gap below the headline score — the largest single lever. Top three by score: Visual Assets (100), Title Optimization (88), Description & Content (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].
AI Product Search by Image scored 81/100 in the AppRanks listing audit — a healthy overall result. The score is the weighted average of 6 category checks: Title Optimization 88/100, Description & Content 88/100, Visual Assets 100/100, Categories & Discoverability 75/100, Technical & Support 64/100, 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.
AI Product Search by Image's strongest audit area is Visual Assets, scored at 100/100. Of the 4 checks AppRanks runs in this category, 4 pass cleanly, with the remainder in warning rather than failing state. This is the dimension a competing listing would need to match before AI Product Search by Image loses its current edge in this category.
The weakest area in AI Product Search by Image'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.