Generated from Vibe.co Pixel's audit data
Vibe.co Pixel scores 76/100 across 6 category checks, which puts it in the healthy band — focused gaps rather than systemic problems. Strengths: description & content at 88/100 and categories & discoverability at 88/100 carry the headline — both above the 76/100 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 Vibe.co Pixel on Shopify. It scored 76/100 (grade B) on today's snapshot. Top strength: Categories & Discoverability at 88/100. 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: September 7, 2026
Vibe.co Pixel's overall score of 76/100 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 — 2 categories score above the headline number and 4 score below. The strongest category is Description & Content (88/100, +12 vs overall); the weakest is Languages (50/100), 26 points below the overall — a meaningful but not dominant gap. Top three by score: Description & Content (88), Categories & Discoverability (88), Title Optimization (75).
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].
Vibe.co Pixel scored 76/100 in the AppRanks listing audit — a healthy overall result. The score is the weighted average of 6 category checks: Title Optimization 75/100, Description & Content 88/100, Visual Assets 75/100, Categories & Discoverability 88/100, 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.
Vibe.co Pixel's strongest audit area is Description & Content, scored at 88/100. Of the 8 checks AppRanks runs in this category, 6 pass cleanly, with the remainder in warning rather than failing state. This is the dimension a competing listing would need to match before Vibe.co Pixel loses its current edge in this category.
The weakest area in Vibe.co Pixel'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.