🟠fatigueMalaysia · Pixel
REAL HYGR / audience_network
Frequency 7.32 >3 (fatigue). ROAS 0.57. EXCLUDE: Audience Network low ROAS 0.57 + freq 7.32 + junk 17% CTR. Add to placement exclusions.
→ Refresh creative / cap frequency
🟠fatigueMalaysia · Pixel
REAL HYGR / facebook
Frequency 4.28 >3 (fatigue). ROAS 1.94.
→ Refresh creative / cap frequency
🟠fatigueMalaysia · Pixel
REAL HYGR / instagram
Frequency 3.27 >3 (fatigue). ROAS 1.66.
→ Refresh creative / cap frequency
🟠fatigueMalaysia · CPAS
(CBO) Evergreen CPAS Retargeting
CPAS: frequency 4.10 >3 (fatigue). Pixel ROAS blank; CTR 0.80%.
→ Rotate creative / widen audience
🟠fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24 – Copy
CPAS: frequency 5.38 >3 (fatigue). Pixel ROAS blank; CTR 1.12%.
→ Rotate creative / widen audience
🟠fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24*
CPAS: frequency 5.28 >3 (fatigue). Pixel ROAS blank; CTR 1.07%.
→ Rotate creative / widen audience
🔵fatigueMalaysia · Pixel
facebook
Frequency 4.15 > 3 saturation threshold; ROAS 1.83x positive but declining engagement expected — creative refresh critical
→ Refresh FB creatives; consider reducing FB budget allocation temporarily
🔵fatigueMalaysia · Pixel
instagram
Frequency 3.39 slightly above 3 threshold; ROAS 1.55x positive; largest spend platform — creative refresh will protect performance
→ Introduce new IG creative variants; monitor frequency weekly
🔵fatigueMalaysia · CPAS
facebook
Freq 3.92 > 3; CTR 0.88% declining; saturation building on FB placement
→ Creative refresh required for Facebook CPAS placements
🔵fatigueMalaysia · CPAS
instagram
Freq 5.28 > 5; severe saturation; CTR 1.16% will continue declining without new creatives
→ Urgent creative refresh for Instagram CPAS; high saturation
🔵fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24*
HARD FLAG: Freq 6.02 exceeds hard-flag threshold of 6 for CPAS entities. CTR 0.97% declining. Immediate action: pause or inject fresh creatives. Audience severely burned.
→ HARD FLAG: Pause or refresh immediately — CPAS freq EXCEEDED 6
🔵fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24 – Copy
Freq 5.95 — at hard-flag threshold of 6. Paired copy of above. Both campaigns must be refreshed simultaneously.
→ Pause or refresh immediately; freq 5.95 at hard-flag threshold
🔴fatigueMalaysia · Pixel
facebook
facebook: frequency 5.01>3 — saturation.
→ Cap frequency / refresh creative
🟠fatigueMalaysia · Pixel
instagram
instagram: frequency 3.50>3 — saturation.
→ Cap frequency / refresh creative
🟠fatigueMalaysia · CPAS
facebook
CPAS facebook: frequency 4.39>3 saturation. ROAS blank (CPAS); CTR 0.96%.
→ Cap frequency / rotate creative
🔴fatigueMalaysia · CPAS
instagram
CPAS instagram: frequency 5.08>3 saturation. ROAS blank (CPAS); CTR 1.23%.
→ Cap frequency / rotate creative
🔴fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24 – Copy
CPAS HARD-FLAG: frequency 6.07>6 (severe saturation). ROAS/purchases blank — CPAS pixel unreliable; judged on CTR 0.99% and frequency.
→ Reduce frequency / refresh creative urgently
🔴fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24*
CPAS HARD-FLAG: frequency 6.02>6 (severe saturation). ROAS/purchases blank — CPAS pixel unreliable; judged on CTR 0.97% and frequency.
→ Reduce frequency / refresh creative urgently
🔵fatigueMalaysia · Pixel
facebook
facebook core placement, freq 4.3>3 ROAS 1.33 - saturating; refresh creative.
→ Refresh creative
🔵fatigueMalaysia · Pixel
instagram
instagram core placement, freq 3.5>3 ROAS 1.53 - saturating; refresh creative.
→ Refresh creative
🔵fatigueMalaysia · Pixel
Ian | CBO | Broad/Product Specific | Graphic Ads 1 | 14 April 2026
Fatigue freq 3.2>3, ROAS 2.53 - refresh creative / widen audience.
→ Refresh creative / widen audience
🔵fatigueMalaysia · CPAS
audience_network
Audience Network freq 8.8, CTR 1.88%, no/low purchases - likely junk traffic; EXCLUDE placement.
→ Exclude placement
🔵fatigueMalaysia · CPAS
facebook
facebook freq 3.7>3 - saturation; CPAS ROAS unreliable, judged on freq/CTR.
→ Refresh creative
🔵fatigueMalaysia · CPAS
instagram
instagram freq 5.8>3 - saturation; CPAS ROAS unreliable, judged on freq/CTR.
→ Refresh creative
🔵fatigueMalaysia · CPAS
HM | catalogue off_CPAS_ABO | 18/07/2026
Fatigue freq 5.2. CPAS pixel ROAS unreliable - judged on CTR/freq.
→ Refresh creative / widen audience
🔵fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24 - Copy
HARD-FLAG saturation freq 7.2. CPAS pixel ROAS unreliable - judged on CTR/freq only.
→ Refresh creative / widen audience
🔵fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24*
HARD-FLAG saturation freq 7.2. CPAS pixel ROAS unreliable - judged on CTR/freq only.
→ Refresh creative / widen audience
🔵fatigueSingapore
audience_network
Audience Network freq 4.7, CTR 2.29%, no/low purchases - likely junk traffic; EXCLUDE placement.
→ Exclude placement
🔵fatigueMalaysia · Pixel
Customer Persona Ads Campaign | CBO | 1 June 2026
freq 3.43>3; refresh creative/expand audience
→ Refresh creative / expand audience
🔵fatigueMalaysia · Pixel
Ian | CBO | Broad/Product Specific | Graphic Ads 1 | 14 April 2026
freq 3.42>3; refresh creative/expand audience
→ Refresh creative / expand audience
🔵fatigueMalaysia · CPAS
facebook
facebook freq 3.20>3; saturating
→ Monitor
🔵fatigueMalaysia · CPAS
instagram
instagram freq 5.14>3; saturating
→ Monitor
🔴fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24*
CPAS pixel ROAS unreliable — judged on CTR & frequency. CPAS HARD-FLAG freq 8.4>6; rotate/refresh audience
→ Refresh creative / expand audience
🔵fatigueMalaysia · CPAS
(CBO) Evergreen CPAS Retargeting
CPAS pixel ROAS unreliable — judged on CTR & frequency. CPAS freq 3.07>3; audience saturating
→ Refresh creative / expand audience
🔵fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24 – Copy
CPAS pixel ROAS unreliable — judged on CTR & frequency. CPAS freq 3.56>3; audience saturating
→ Refresh creative / expand audience
🔵fatigueMalaysia · Pixel
Customer Persona Ads Campaign | CBO | 1 June 2026
Frequency 3.03>3 = fatigue risk.
→ Rotate creative and broaden audience to reset frequency.
🔵fatigueMalaysia · Pixel
Ian | CBO | Broad/Product Specific | Graphic Ads 1 | 14 April 2026
Frequency 3.79>3 = fatigue risk.
→ Rotate creative and broaden audience to reset frequency.
🔵fatigueMalaysia · CPAS
instagram
instagram frequency 4.14>3 = saturation on the biggest-spend placement. CPAS pixel ROAS unreliable by design - roas/purchases left blank; judged on CTR/frequency.
→ Cap frequency / refresh creative on instagram placement.
🔵fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24*
HARD-FLAG CPAS frequency 6.43 (>6). CPAS pixel ROAS unreliable by design - roas/purchases intentionally blank; judged on CTR/frequency only.
→ Refresh creative immediately or pause; audience is burnt.
🔵fatigueMalaysia · Pixel
Instagram Stories
Frequency 3.15 exceeds the 3.0 saturation threshold.
→ Saturated: rotate creative or cap frequency on Instagram Stories.
🔵fatigueMalaysia · Pixel
Facebook Reels Overlay
Frequency 4.30 exceeds the 3.0 saturation threshold.
→ Saturated: rotate creative or cap frequency on Facebook Reels Overlay.
🔵fatigueMalaysia · Pixel
Audience Network - Classic
Only MYR26.11 spend, frequency 10.18 is extreme - ROAS is not reliable at this volume.
→ Audience Network is converting on tiny spend - keep but cap, do not scale on this sample.
🔵fatigueMalaysia · Pixel
Ian | CBO | Broad/Product Specific | Graphic Ads 1 | 14 April 2026
Frequency 3.41, ROAS 2.30, CTR 0.49%.
→ Rotate creative / expand audience - frequency past 3.
🔵fatigueMalaysia · CPAS
Facebook Feed
Frequency 3.33 exceeds the 3.0 saturation threshold.
→ Saturated: rotate creative or cap frequency on Facebook Feed.
🔵fatigueMalaysia · CPAS
Facebook Reels
Frequency 3.18 exceeds the 3.0 saturation threshold.
→ Saturated: rotate creative or cap frequency on Facebook Reels.
🔵fatigueMalaysia · CPAS
Instagram Stories
Frequency 3.02 exceeds the 3.0 saturation threshold.
→ Saturated: rotate creative or cap frequency on Instagram Stories.
🔵fatigueMalaysia · CPAS
HM | CPAS | CBO | ALL | 9/11/24*
CPAS pixel ROAS unreliable by design - roas/purchases left blank; judged on CTR and frequency. Frequency 7.64 (>6) with CTR 1.04%.
→ HARD FLAG - pause or hard-reset audience. Frequency is past 6.
🔵fatigueMalaysia · CPAS
(CBO) Evergreen CPAS Retargeting
CPAS pixel ROAS unreliable by design - roas/purchases left blank; judged on CTR and frequency. Frequency 4.07, CTR 0.76%.
→ Refresh creative and widen audience - frequency saturation.