Social Media & Marketing
Social Media Testing Methodology
How we evaluate social media management, scheduling, and analytics platforms.
← Back to Methodology HubThe 100-Point Scoring Framework
We test social tools by scheduling 50+ posts across 5 platforms, comparing analytics accuracy against native platform insights, and evaluating automation workflows.
Platform Support
30 pts
Pricing
25 pts
Features
25 pts
Usability
20 pts
Our Testing Process
01
Multi-Platform Test
Schedule 50+ posts across 5 social platforms.
02
Analytics Audit
Compare reported metrics to native platform data.
03
Feature Review
Test inbox, reporting, and collaboration tools.
04
Scoring
Results published transparently.
1. Platform Support & Publishing
30 points max
Supported platforms, scheduling, and publishing features.
7
Platform Coverage
Instagram, TikTok, LinkedIn, X, Facebook, YouTube, Pinterest.
6
Scheduling Quality
Calendar view, bulk scheduling, and optimal time suggestions.
5
Visual Planning
Grid preview, drag-drop calendar, and content library.
5
Auto-Publishing
Direct publishing vs. notification-based posting.
4
Content Repurposing
Auto-adapt content for different platform formats.
3
AI Captions
AI-generated captions, hashtags, and post suggestions.
2. Pricing
25 points max
Cost per social account and team seats.
7
Free Tier
Free accounts, posts, and scheduling limits.
6
Starter Cost
Entry plan price with essential features.
5
Social Accounts
Number of connected profiles per plan.
4
Team Seats
Multi-user access and approval workflows.
3
Agency Plans
White-label and multi-client management.
3. Analytics & Reporting
25 points max
Data accuracy and reporting capabilities.
6
Analytics Accuracy
Metrics compared to native platform insights.
5
Cross-Platform Reports
Unified reporting across all platforms.
5
Competitor Tracking
Monitor competitor accounts and benchmarks.
5
Engagement Metrics
Engagement rate, reach, impressions, and growth.
4
Custom Reports
Branded PDF/CSV exports and scheduled reports.
4. Usability
20 points max
Interface quality and workflow efficiency.
5
UI/UX
Dashboard clarity, navigation, and speed.
4
Mobile App
Native mobile app for on-the-go management.
4
Inbox Management
Unified social inbox for comments and DMs.
4
Integrations
Canva, Zapier, CRM, and e-commerce connections.
3
Onboarding
Setup speed and learning curve.
Score Grading Scale
| Score Range | Grade | Interpretation |
|---|---|---|
| 85 – 100 | Excellent | Best-in-class. Industry leader in this category. |
| 70 – 84 | Good | Strong performer for most use cases, minor gaps. |
| 55 – 69 | Satisfactory | Acceptable but falls behind leaders. Consider alternatives. |
| 0 – 54 | Needs Improvement | Significant limitations. Compare alternatives carefully. |
Independence & Transparency
Real campaigns: All tests based on actual social media posting.
No sponsored rankings: Scores are independent.
Quarterly updates: Re-tested each quarter.
Last methodology update: March 2026