All controls

Creative: Diversity & Fatigue

13 controls, 3 of them critical.

M-AN1criticalMeta Ads

Andromeda creative diversity

Pass
Ads genuinely diverse across creative concepts, messaging motivators, visual styles. Creative Similarity Score <60% across ad set. Different motivators unlock new audiences 89% of the time
Warning
Some diversity but similar visual templates or minor copy variations
Fail
All ads are minor variations (Andromeda clusters similar ads with Entity IDs; 100 minor variations = no better than 10)
M25criticalMeta Ads~15 min to fix

Creative format diversity

Pass
≥3 formats active (static image, video, carousel)
Warning
2 formats
Fail
Only 1 format used
M28criticalMeta Ads

Creative fatigue detection

Pass
No creatives with CTR drop >20% over 14 days while active. Andromeda compressed lifespan to 2-4 weeks (was 6-8). Creative Similarity Score: ads >60% similar get retrieval suppression by Andromeda
Warning
CTR drop 10-20%
Fail
CTR drop >20% + frequency >3 (fatigue confirmed)
M-CR1highMeta Ads

Creative freshness

Pass
New creative tested within last 14-21 days (tightened from 30d due to Andromeda acceleration)
Warning
New creative 21-45 days ago
Fail
No new creative in >45 days
M-CR2highMeta Ads

Frequency: Prospecting (ad set)

Pass
Ad set frequency <3.0 in last 7 days
Warning
Frequency 3.0-5.0
Fail
Frequency >5.0 (audience exhausted)
M-CR4highMeta Ads

CTR benchmark

Pass
CTR ≥1.0%
Warning
CTR 0.5-1.0%
Fail
CTR <0.5%
M26highMeta Ads

Creative volume per ad set

Pass
≥10 creatives for Advantage+ Sales campaigns, ≥5 for standard. Research: 25 diverse creatives = 17% more conversions at 16% lower cost
Warning
3-4 creatives
Fail
<3 creatives per ad set
M27highMeta Ads

Video aspect ratios

Pass
9:16 vertical video present for Reels/Stories
Warning
Only 1:1 or 4:5 video
Fail
No video assets
M29highMeta Ads

Hook rate (video)

Pass
Video ads: <50% skip rate in first 3 seconds
Warning
50-70% skip rate
Fail
>70% skip rate in first 3s
M31highMeta Ads

UGC / social-native content

Pass
≥30% of creative assets are UGC or social-native
Warning
10-30% UGC content
Fail
<10% UGC (all polished/corporate)
M-CR3mediumMeta Ads

Frequency: Retargeting

Pass
Ad set frequency <8.0 in last 7 days
Warning
Frequency 8.0-12.0
Fail
Frequency >12.0
M30mediumMeta Ads

Social proof utilization

Pass
Top organic posts boosted as partnership/Spark ads
Warning
Some organic boosting
Fail
No organic content leveraged
M32mediumMeta Ads

Advantage+ Creative

Pass
Advantage+ enhancements enabled (test vs control)
Fail
Not tested