Social media campaign analysis and performance tracking. Calculates engagement rates, ROI, and benchmarks across platforms. Use for analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing platform metrics, or benchmarking against industry standards.
95
85%
Does it follow best practices?
Impact
98%
1.44xAverage score across 9 eval scenarios
Passed
No known issues
Engagement rate calculation and post performance classification
Correct ER formula
100%
100%
Per-post ER values
80%
100%
Performance rating applied
66%
100%
Data validation performed
100%
100%
Campaign-level aggregate
100%
100%
Post-by-post breakdown
100%
100%
CTR per post
0%
100%
ER not using impressions
100%
100%
Saves included in ER
100%
100%
ROI calculation with engagement value estimates and cost metrics
Like value $0.50
0%
100%
Comment value $2.00
0%
100%
Share value $5.00
0%
100%
Click value $1.50
0%
100%
Correct ROI formula
0%
100%
CPE calculation
100%
100%
CPC calculation
100%
100%
CPM calculation
100%
100%
ROI rating applied
0%
100%
Recommendation included
50%
100%
Spend validation
0%
37%
Platform benchmark comparison and full analysis output structure
LinkedIn ER benchmark
100%
100%
TikTok ER benchmark
30%
100%
LinkedIn CTR benchmark
75%
100%
TikTok CTR benchmark
50%
100%
ER calculated correctly
0%
80%
Benchmark comparison section
100%
100%
Top performer identified
100%
100%
Recommendations included
100%
100%
CTR formula correct
100%
100%
Campaign-level metrics
100%
100%
Separate platform analysis
100%
100%
Platform verdict
100%
100%
Output communication format and confidence tagging
Bottom Line first
91%
100%
What section present
80%
100%
Why section present
70%
100%
How to Act section present
90%
100%
🟢 verified tags used
0%
100%
🟡 medium confidence tags used
0%
100%
🔴 assumed tags used
0%
100%
Source attribution present
37%
100%
Twitter benchmark used
0%
100%
ROI rating applied
0%
100%
Input data validation before analysis
Zero-reach post flagged
100%
100%
Negative engagement flagged
100%
100%
Validation section present
100%
100%
Valid posts analyzed
100%
100%
Zero-reach excluded from ER
100%
100%
Campaign totals from valid posts only
80%
100%
Platform validation confirmed
37%
37%
Spend validation for ROI
87%
100%
Date range validated
33%
33%
Extended engagement metrics: Reach Rate, Virality Rate, Save Rate
Reach Rate calculated
100%
100%
Reach Rate denominator correct
100%
100%
Virality Rate calculated
0%
100%
Save Rate calculated
100%
100%
Per-post breakdown
100%
100%
LinkedIn ER benchmark used
0%
100%
Top performer by virality
50%
100%
Top performer by save rate
100%
100%
ER formula correct
100%
100%
Bottom performer identified
100%
75%
Full 8-step analysis workflow with Instagram and Facebook benchmarks
Input validation documented
100%
100%
Per-post engagement rates
100%
100%
Campaign aggregation
100%
100%
ROI calculated
25%
100%
Save value $3.00 in ROI
0%
100%
Instagram ER benchmark
20%
100%
Instagram CTR benchmark
25%
100%
Top performer identified
100%
100%
Bottom performer identified
100%
100%
Recommendations included
100%
100%
End validation present
100%
100%
ROI interpretation applied
50%
100%
CTR and CPC platform benchmarks with CPM and ROAS calculations
Facebook CPC benchmark
10%
100%
LinkedIn CPC benchmark
20%
100%
Facebook CTR benchmark
100%
100%
LinkedIn CTR benchmark
55%
100%
CPM calculated
100%
100%
ROAS calculated
100%
100%
CTR formula correct
100%
100%
CPC formula correct
100%
100%
Platform efficiency verdict
100%
100%
Budget recommendation
100%
100%
Separate platform sections
100%
100%
Proactive triggers, TikTok content type performance, and posting optimization
High impressions/low engagement trigger
100%
100%
TikTok ER benchmark
70%
100%
Product demo ER benchmark
20%
100%
Content type recommendations
100%
100%
Tutorial or trending sound cited
70%
100%
Posting time recommendation
100%
100%
Posting days recommendation
100%
100%
Posting frequency recommendation
44%
100%
Engagement rate calculated
100%
100%
Actionable 30-day plan
100%
100%
Virality or Save Rate computed
100%
100%
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Table of Contents
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