The Dashboard You Need
Track these metrics for each panel:
1. **Success Rate:** % of orders that complete successfully - Target: >95% - Alert: <90%
2. **Delivery Time:** Average hours to deliver - Expected: 24-48 hours (organic) - Alert: >72 hours
3. **Cost Per 1k:** Actual cost paid - Track trends - Alert: Price increases
4. **Downtime:** Hours per month panel is unavailable - Target: <1 hour/month - Alert: >4 hours/month
When to Remove a Panel
**Signal 1: Reliability Drops** - Success rate falls below 90% - More than 3 failures per week - Action: Send warning. If doesn't improve in 2 weeks, replace.
Signal 2: Prices Rise - Panel raises rates without notice - No longer competitive - Action: Reduce priority, shift volume to cheaper panel
Signal 3: Persistent Downtime - Down for >4 hours in a month - Multiple incidents - Action: Downgrade to backup status
Signal 4: Poor Engagement - Delivered views aren't generating engagement - Much lower engagement ratio than other panels - Action: Use for non-critical orders only
When to Add a Panel
**Signal 1: Capacity Constraint** - All panels hitting rate limits - Can't handle all orders - Action: Add new panel immediately
Signal 2: Cost Savings Opportunity - Found cheaper panel with good reviews - Can negotiate volume discount - Action: Add and test for 1 week before shifting volume
Signal 3: Specialized Service - Client needs specific service your panels don't offer - Found panel that does - Action: Add as specialty option
Monitoring Dashboard Example
``` Panel: SMMKings - Success: 97.2% ✓ - Avg Delivery: 28 hours ✓ - Cost: $20.50/1k ✓ - Downtime: 0 hours ✓ - Status: HEALTHY
Panel: Peakerr - Success: 88.5% ⚠ (below 90%) - Avg Delivery: 35 hours ⚠ (above 30 expected) - Cost: $27.00/1k ✓ - Downtime: 6 hours ⚠ (above 1 hour) - Status: WATCH (don't add new volume)
Panel: JAP - Success: 93.2% ✓ - Avg Delivery: 26 hours ✓ - Cost: $18.50/1k ✓ (cheapest!) - Downtime: 1 hour ✓ - Status: HEALTHY (consider increasing priority) ```
Quarterly Review
Every 3 months: 1. Calculate per-panel profitability 2. Calculate per-panel reliability 3. Decide: Keep, upgrade priority, downgrade, remove 4. Adjust pricing if needed
Example: If JAP is cheapest AND most reliable, move it to primary.
Action Threshold
**Immediate action (today):** - Panel down >2 hours - Success rate <80%
This week: - Success rate 80-90% - Downtime 4+ hours/month - Price increase >10%
This month: - Slow deliveries (>48 hours) - Engagement issues - Considering removal
The Bottom Line
Don't be loyal to panels. Be loyal to your customers.
If a panel isn't performing, replace it. Your margins depend on it.