Generated from CoPilot - Powered by College Forward's audit data
CoPilot - Powered by College Forward scores 67/100 across 6 category checks, which tracks in the middle band, with 4 of 6 categories below the headline. Strengths: title optimization holds at 88/100, so the listing isn't fundamentally broken — the lift is in tightening specific weaknesses. Watch-items: languages (50/100) and technical & support (50/100) drag the average down; lifting languages is the single largest available lever. Per-category breakdown below.
This is an independent listing audit for CoPilot - Powered by College Forward on Salesforce. It scored 67/100 (grade C) on today's snapshot. Top strength: Title Optimization at 88/100. Biggest gap: Visual Assets at 50/100. We re-audit every 24 hours from the canonical Salesforce listing.
Six weighted areas, pass / warning / fail per check, tiers at 85 / 65. Full methodology · Glossary
Last updated: September 1, 2026
CoPilot - Powered by College Forward's overall score of 67/100 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 — 2 categories score above the headline number and 4 score below. The strongest category is Title Optimization (88/100, +21 vs overall); the weakest is Languages (50/100), 17 points below the overall — a meaningful but not dominant gap. Top three by score: Title Optimization (88), Description & Content (86), Categories & Discoverability (63).
Scoring criteria, category weightings, and the full rubric (identical across every Salesforce AppExchange listing AppRanks audits) are documented on the methodology page and the audit-score glossary entry. Disputes or data corrections: [email protected].
CoPilot - Powered by College Forward scored 67/100 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 88/100, Description & Content 86/100, Visual Assets 50/100, Categories & Discoverability 63/100, Technical & Support 50/100, 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 Salesforce listings.
CoPilot - Powered by College Forward's strongest audit area is Title Optimization, scored at 88/100. Of the 4 checks AppRanks runs in this category, 3 pass cleanly, with the remainder in warning rather than failing state. This is the dimension a competing listing would need to match before CoPilot - Powered by College Forward loses its current edge in this category.
The weakest area in CoPilot - Powered by College Forward's audit is Visual Assets, scored at 50/100. The failing checks are screenshot 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.