How Do You Debug Underperforming Advantage+ Campaigns?

Your Advantage+ campaign isn't performing. Before blaming the algorithm, systematically debug potential issues. Most underperformance has identifiable causes with fixable solutions.

Debugging Framework

Work through issues in this order — each layer depends on the previous:

1. Tracking and signal quality
2. Campaign settings and configuration
3. Creative quality and diversity
4. Competitive and market factors
5. Structural limitations

Step 1: Verify Tracking Quality

Check Pixel Events

In Events Manager, verify:

• Events are firing correctly
• Event count matches actual conversions
• No duplicate events
• All funnel steps are tracked

Check Conversions API

• CAPI events appearing in Events Manager
• Deduplication working (not double-counting)
• Customer parameters being passed

Event Match Quality

Check EMQ scores in Events Manager. Low scores limit algorithmic optimization:

• Below 6: Critical issue — fix immediately
• 6-7: Needs improvement
• 8+: Good quality
• 9+: Excellent

If tracking is broken, nothing else matters. Learn about signal importance in our Andromeda optimization guide.

Step 2: Audit Campaign Settings

Existing Customer Definition

Verify your existing customer audience:

• Is the list comprehensive (all purchasers)?
• Is the lookback window appropriate?
• Are engaged non-purchasers included?
• Has the list been updated recently?

Incomplete lists lead to prospecting existing customers or retargeting new prospects.

Existing Customer Budget Cap

• Is the cap set appropriately (typically 20-30%)?
• Is actual spend matching the cap?
• If retargeting is exceeding cap, check audience definition

Conversion Event

• Is the event getting sufficient volume (50+ weekly)?
• If optimizing for Purchase, are there enough conversions?
• Consider moving up funnel if volume is low

Step 3: Analyze Creative Performance

Check Asset Distribution

In Ads Manager, break down by asset:

• How many assets are receiving impressions?
• If only 2-3 assets get delivery, you have diversity issues
• All-similar creative gets bucketed by Andromeda

See our creative diversification guide to understand bucketing.

Creative Quality Metrics

• CTR below 1%: Hooks aren't stopping scroll
• Hook rate below 25% (video): First seconds failing
• High CTR but low conversions: Messaging mismatch

Creative Fatigue Signs

• Frequency above 3 in past 7 days
• Declining CTR week over week
• Increasing CPM with stable delivery

Step 4: Examine External Factors

Competitive Pressure

• CPM increasing without performance change?
• Check if competitors increased spend (Ad Library)
• Seasonal competition shifts

Market Changes

• Has demand for your product changed?
• Seasonal patterns affecting conversions?
• Economic factors impacting purchase decisions?

Website/Landing Page Issues

• Page load speed increased?
• Checkout process broken?
• Product availability issues?
• Price changes affecting conversion rate?

Step 5: Identify Structural Issues

Insufficient Budget

Advantage+ needs budget for learning. If daily budget is too low:

• Campaign never exits learning phase
• Algorithm can't test enough combinations
• Performance remains volatile

Minimum $100/day, recommend $200+/day for stable optimization.

Low Conversion Volume

If weekly conversions are below 50:

• Algorithm struggles to identify patterns
• Consider moving to higher-funnel event
• Or use manual campaigns until volume increases

Learn about volume requirements in our broad targeting prerequisites guide.

Product-Market Fit

Some products don't suit Advantage+:

• Very niche products with small audiences
• B2B products requiring specific targeting
• High-ticket items with long sales cycles
• Products requiring geographic precision

Debugging Checklist

Work through this checklist systematically:

Tracking

• Pixel events firing correctly
• CAPI implemented and working
• EMQ score 7+
• No duplicate events

Settings

• Existing customer list comprehensive
• Budget cap set appropriately
• Conversion event has sufficient volume
• Geographic targeting correct

Creative

• 10+ diverse assets uploaded
• Multiple assets receiving impressions
• Frequency below 3
• CTR above 1%

External

• Landing page functioning
• Product availability confirmed
• Competitive CPM normal
• No seasonal anomalies

How ROASPIG Helps

Many Advantage+ issues trace back to creative. ROASPIG helps prevent and diagnose creative problems:

• Diversity Scoring: Pre-upload detection of bucketing risk
• Fatigue Alerts: Early warning before performance crashes
• Asset Analysis: Understand why certain creative isn't getting delivery
• Rapid Refresh: Generate replacement creative when fatigue signals appear
• Performance Attribution: Connect creative concepts to campaign outcomes

The Bottom Line

Debugging underperforming Advantage+ campaigns requires systematic investigation. Start with tracking (the foundation), then check settings, creative, external factors, and structural fit. Most issues have identifiable causes.

Don't blame the algorithm before verifying your inputs are correct. Advantage+ can only optimize what you give it — tracking signals, audience definitions, and creative assets all need to be working properly.