Generated from BotPenguin's audit data
BotPenguin scores 75/100 across 6 category checks, which puts it in the healthy band — focused gaps rather than systemic problems. Strengths: languages at 92/100 and description & content at 88/100 carry the headline — both above the 75/100 overall. Watch-items: categories & discoverability (63/100) and title optimization (63/100) drag the average down; lifting categories & discoverability is the single largest available lever. Per-category breakdown below.
This is an independent listing audit for BotPenguin on Shopify. It scored 75/100 (grade B) on today's snapshot. Top strength: Languages at 92/100. Biggest gap: Title Optimization at 63/100. 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 9, 2026
BotPenguin's overall score of 75/100 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 3 score below. The strongest category is Languages (92/100, +17 vs overall); the weakest is Categories & Discoverability (63/100), only 12 points below the overall — the score is already tightly bunched. Top three by score: Languages (92), Description & Content (88), Visual Assets (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].
BotPenguin scored 75/100 in the AppRanks listing audit — a healthy overall result. The score is the weighted average of 6 category checks: Title Optimization 63/100, Description & Content 88/100, Visual Assets 75/100, Categories & Discoverability 63/100, Technical & Support 64/100, 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.
BotPenguin's strongest audit area is Languages, scored at 92/100. Of the 6 checks AppRanks runs in this category, 5 pass cleanly, with the remainder in warning rather than failing state. This is the dimension a competing listing would need to match before BotPenguin loses its current edge in this category.
The weakest area in BotPenguin's audit is Title Optimization, scored at 63/100. The failing checks are title keywords, 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.