Generated from Vision-Bot's audit data
Vision-Bot scores 59/100 across 6 category checks, which tracks in the middle band, with 2 of 6 categories below the headline. Strengths: title optimization holds at 75/100, so the listing isn't fundamentally broken — the lift is in tightening specific weaknesses. Watch-items: languages (0/100) and technical & support (42/100) drag the average down; lifting languages is the single largest available lever. Per-category breakdown below.
This is an independent listing audit for Vision-Bot on Zendesk. It scored 59/100 (grade C) on today's snapshot. Top strength: Visual Assets at 75/100. Biggest gap: Languages at 0/100. We re-audit every 24 hours from the canonical Zendesk listing.
Six weighted areas, pass / warning / fail per check, tiers at 85 / 65. Full methodology · Glossary
Last updated: September 9, 2026
Vision-Bot's overall score of 59/100 is a mid-tier result — the listing is functional but multiple categories have headroom, computed as the weighted average of 6 category checks. The spread is highly polarized across categories — 4 categories score above the headline number and 2 score below. The strongest category is Title Optimization (75/100, +16 vs overall); the weakest is Languages (0/100), a 59-point gap below the headline score — the largest single lever. Top three by score: Title Optimization (75), Visual Assets (75), Description & Content (70).
Scoring criteria, category weightings, and the full rubric (identical across every Zendesk Marketplace listing AppRanks audits) are documented on the methodology page and the audit-score glossary entry. Disputes or data corrections: [email protected].
Vision-Bot scored 59/100 in the AppRanks listing audit — a mid-tier result with room to improve. The score is the weighted average of 6 category checks: Title Optimization 75/100, Description & Content 70/100, Visual Assets 75/100, Categories & Discoverability 63/100, Technical & Support 42/100, Languages 0/100. Each category is scored against a fixed rubric that is identical for every app on the platform, so scores are directly comparable across Zendesk listings.
Vision-Bot's strongest audit area is Title Optimization, scored at 75/100. Of the 4 checks AppRanks runs in this category, 2 pass cleanly, with the remainder in warning rather than failing state. This is the dimension a competing listing would need to match before Vision-Bot loses its current edge in this category.
The weakest area in Vision-Bot's audit is Languages, scored at 0/100. 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.