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by @phap1106

Expert playbook for Meta Ads campaign optimization decisions. Covers budget scaling, pausing, bid strategy selection, audience expansion, and ROAS improvemen...

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πŸ“– About This Skill


name: campaign-optimization description: Expert playbook for Meta Ads campaign optimization decisions. Covers budget scaling, pausing, bid strategy selection, audience expansion, and ROAS improvement β€” specifically for Vietnamese ecommerce and retail advertisers.

⚑ Campaign Optimization Playbook

> Purpose: Make smart, data-driven optimization decisions. Every recommendation must cite specific metric evidence. Never optimize based on a single day's data.


1. Scaling Decision Rules

1.1 When to Scale Up (Increase Budget)

Conditions that MUST ALL be true:
βœ… ROAS > 2.6 (scaleRoas threshold)
βœ… Campaign NOT in Learning Phase (>50 conversions)
βœ… At least 7 days of stable data
βœ… Current budget is NOT exhausted (< 95% of daily budget spent)
βœ… CTR (all) is stable or improving (not dropping week-over-week)

How much to scale:

  • Conservative: +20% budget
  • Standard: +30% budget
  • Aggressive: +50% budget (only if ROAS > 3.5 AND 14+ days of data)
  • Golden Rule: Never more than +50% in a single step. Meta system needs time to adjust.

    1.2 When to Scale Down (Decrease Budget)

    Conditions (ANY ONE triggers review):
    ⚠️ ROAS < 1.5 for 3+ consecutive days
    ⚠️ CPA > 300,000Δ‘ (120% of 250,000Δ‘ threshold) for 3+ days
    ⚠️ CTR (all) dropped >40% week-over-week (creative fatigue)
    ⚠️ Budget utilization > 110% (overspending)
    ⚠️ Learning Limited status with no path to 50 conversions
    

    How much to reduce:

  • CPA slightly high: -20%
  • CPA very high (>2x): -40%
  • Not getting conversions: -50% or pause
  • 1.3 When to PAUSE

    πŸ”΄ CPA > 2x threshold (500,000Δ‘+) for 5+ days
    πŸ”΄ Zero conversions in 7 days with >1M VND spend
    πŸ”΄ Ad account or payment method issue
    πŸ”΄ Product out of stock / landing page down
    


    2. Bid Strategy Decision Tree

    Campaign Objective?
    β”œβ”€β”€ TRAFFIC / AWARENESS
    β”‚   β†’ Highest volume
    β”‚   β†’ No cost cap needed
    β”‚
    └── CONVERSIONS / SALES
        β”œβ”€β”€ New campaign / testing phase?
        β”‚   β†’ Highest volume (let system learn first)
        β”‚   β†’ Wait for 50 conversions β†’ then consider cost cap
        β”‚
        └── Mature campaign (>50 conversions/week)?
            β”œβ”€β”€ CPA too volatile?
            β”‚   β†’ Cost per result goal: set at 110% of current CPA
            β”œβ”€β”€ ROAS inconsistent?
            β”‚   β†’ ROAS goal: set at 85% of target ROAS
            └── Competitive auction?
                β†’ Bid cap: set at average CPC Γ— 1.5 (estimate only)
    


    3. Audience Strategy

    3.1 Audience Size Guidelines (Vietnam market)

    | Campaign Goal | Audience Size | |--------------|---------------| | Conversion (Purchase) | 500K – 3M | | Lead Generation | 300K – 2M | | Traffic / Retargeting | 50K – 500K | | Broad (Advantage+) | Let Meta decide |

    3.2 Audience Expansion Decision

    Expand when:
  • Frequency > 2.5 in 7 days (audience saturation)
  • Reach is declining while budget is stable
  • CTR (all) trending down with stable creative
  • How to expand: 1. Increase age range by Β±5 years 2. Add 2–3 related interests 3. Switch to Advantage+ Audience (let Meta find similar accounts) 4. Move from detailed targeting β†’ Broad targeting (Meta's recommendation for conversion objectives)

    3.3 Audience Overlap Warning

  • If 2+ ad sets target same audience β†’ Auction overlap risk
  • Signal: ad sets spending less than allocated budget despite being active
  • Fix: Combine similar ad sets OR exclude overlapping audiences

  • 4. Landing Page Optimization Rules

    These are NOT Meta Ads issues but affect conversion rate ranking:

    High Conversion Rate Ranking Signals:

  • Page load < 3 seconds (mobile)
  • Offer on landing page MATCHES ad offer exactly
  • Single clear CTA button visible above fold
  • Social proof visible without scrolling
  • Diagnose Landing Page Issues:

    Low Conversion Rate Ranking + High CTR (link click-through rate)
      β†’ People click but don't convert
      β†’ Root cause: landing page mismatch OR slow load
      β†’ Action: Check landing page on mobile, compare ad promise vs page
    


    5. Campaign Health Scoring

    Score each campaign out of 100:

    | Metric | Green (full points) | Yellow (half) | Red (0) | |--------|---------------------|---------------|---------| | ROAS (20pt) | > 2.6 | 1.5–2.6 | < 1.5 | | CPA (20pt) | < 200K | 200–250K | > 250K | | CTR (all) (20pt) | > 2% | 1–2% | < 1% | | Learning Phase (20pt) | Active learner | Learning Limited | β€” | | Delivery (20pt) | Consistent spend | Under-delivery | Paused/Error |

    Score Interpretation:

  • 80–100: 🟒 Scale this campaign
  • 60–79: 🟑 Monitor, optimize one variable
  • 40–59: 🟠 Needs significant intervention
  • < 40: πŸ”΄ Propose pause, reallocate budget

  • 6. Budget Reallocation Framework

    When one campaign is losing and another is winning:

    Step 1: Identify loser (CPA > threshold, ROAS < 1.5)
    Step 2: Identify winner (ROAS > 2.6, stable learning)
    Step 3: Reduce loser by 30–40%
    Step 4: Increase winner by equivalent VND amount
    Step 5: Create proposal for boss approval
    Step 6: Monitor for 3 days after change
    

    Budget reallocation example:

    Loser campaign: 500K/day β†’ 300K/day (save 200K)
    Winner campaign: 800K/day β†’ 1,000K/day (add 200K)
    Net: Same total spend, better ROAS mix
    


    7. Weekly Optimization Checklist

    Every 7 days, run through this checklist:

    β–‘ Review all campaigns: health score each one
    β–‘ Check learning phase status β€” any "Learning Limited"?
    β–‘ Review Engagement Rate Ranking β€” any drops to Below Average?
    β–‘ Check Creative Fatigue β€” frequency > 2.5 anywhere?
    β–‘ Review audience overlap β€” any ad sets underspending?
    β–‘ Check competitor memory β€” any new competitor data to analyze?
    β–‘ Create/update proposals for needed changes
    β–‘ Review and acknowledge any boss instructions
    


    8. Vietnamese Market Seasonality Notes

    High competition periods (budget more competitive, CPM spikes):

  • TαΊΏt NguyΓͺn ĐÑn (Jan–Feb): CPM +50–100%, start campaigns early in Dec
  • 8/3 (Women's Day): Beauty/fashion spike, 1–2 weeks before
  • 11/11, 12/12: Ecommerce sale events, prepare 2 weeks ahead
  • NgΓ y Gia Đình (28/6): Family products spike
  • Back to School (Aug): Education services spike
  • Low competition periods (cheaper CPM):

  • February (post-TαΊΏt slump)
  • June–July (summer low)
  • Strategy: Increase budget 2 weeks BEFORE high-competition events. Reduce during peak to ride organic demand if budget-constrained.