All examples for Cross-Channel Performance Comparator

Local Plumber Channel Scalability Analysis

Comparing three channels for a local service business: Google Local Service Ads (pay-per-lead), Facebook Ads (CPC), and Direct Mail (flat fee). Focuses on answering which channel scales best for growth, with revenue projections.

Input

What you provide to the skill

Local plumber: Google LSA $30/lead x 80 leads = 24 jobs, Facebook $600/1200 clicks = 18 jobs, Direct mail $2k/3000 postcards = 10 jobs. Which channel scales best?

Output

What the skill generates for you

Cross-Channel Performance Analysis - Local Plumber

Normalized Metrics Summary

Channel Total Spend Jobs Booked Cost/Job Lead Gen Cost Efficiency Score Notes
Facebook Ads $600 18 $33.33 $0.50/click 100% (best) Immediate
Google LSA $2,400 24 $100.00 $30.00/lead 33% Pay-per-lead
Direct Mail $2,000 10 $200.00 $0.67/postcard 17% 30-day response

Detailed Channel Breakdown

Facebook Ads (Best Efficiency)

  • Original model: CPC (Cost Per Click)
  • Spend: $600
  • Clicks: 1,200
  • Effective CPC: $0.50
  • Click-to-job rate: 1.5% (18/1,200)
  • Cost per job: $33.33 - Lowest cost
  • Attribution: Immediate/same week

Google Local Service Ads

  • Original model: Pay-per-lead (CPL) - $30/lead
  • Leads received: 80
  • Lead-to-job rate: 30% (24/80)
  • Total spend: $2,400 (80 x $30)
  • Cost per job: $100.00
  • Attribution: 7-14 days typical

Direct Mail Campaign

  • Original model: Flat fee printing/mailing
  • Spend: $2,000 for 3,000 postcards
  • Effective CPM: $667 (per 1,000 households)
  • Response rate: 0.33% (10 jobs from 3,000 postcards)
  • Cost per job: $200.00 - Highest cost
  • Attribution: 30-day response window

Channel Rankings

By Efficiency (Cost per Job):

  1. Facebook: $33.33/job - 6x better than direct mail
  2. Google LSA: $100.00/job (+200% vs Facebook)
  3. Direct Mail: $200.00/job (+500% vs Facebook)

By Conversion Quality:

  1. Google LSA: 30% lead-to-job rate (high-intent, pre-qualified leads)
  2. Facebook: 1.5% click-to-job rate (typical for cold traffic)
  3. Direct Mail: 0.33% response-to-job rate (very low response)

By Volume Delivered:

  1. Google LSA: 24 jobs (highest volume)
  2. Facebook: 18 jobs (scalable)
  3. Direct Mail: 10 jobs (one-time campaign)

Insights and Recommendations

Scale Facebook Ads

  • Best efficiency at $33/job (6x better than direct mail, 3x better than Google LSA)
  • Highly scalable - can increase budget without geographic constraints
  • Immediate results (same-week bookings)
  • Low 1.5% conversion suggests optimization opportunity
  • Action: Triple budget to $1,800/month for ~54 jobs/month. Test audience targeting (homeowners 35+, household income filters, geographic radius refinement)

Important Consideration: Facebook’s exceptional performance may indicate excellent creative/offer or lucky timing. Monitor efficiency closely when scaling - conversion rate may drop slightly at higher spend.

Maintain Google LSA Strategically

  • Middle efficiency at $100/job but 3x more expensive than Facebook
  • Strong lead quality (30% conversion is excellent)
  • Pay-per-lead model eliminates wasted spend
  • Limited by service area population and Google’s lead distribution
  • Action: Maintain current level. Focus on response speed (under 2 minutes) to improve 30% conversion rate to 35-40%. Consider this your “always-on” baseline channel.

Pause Direct Mail

  • Most expensive at $200/job (6x Facebook cost)
  • Extremely low 0.33% response rate
  • 30-day window captured full response period
  • Better suited for premium services (whole-house repipes, not repairs)
  • Action: Pause completely. Reallocate $2,000/month to Facebook and digital channels.

Budget Reallocation Scenario - Which Channel Scales Best?

Current: $5,000 total spend -> 52 jobs -> $96.15/job average

Optimized for Scale:

  • Facebook: $600 -> $2,600 (+$2,000 from paused direct mail)
    • 18 -> 78 jobs (+60 jobs at maintained efficiency)
  • Google LSA: $2,400 -> $2,400 (maintain)
    • 24 jobs (same, constrained by market)
  • Direct Mail: $2,000 -> $0 (-$2,000)
    • 0 jobs (-10 jobs)
  • New Total: $5,000 spend -> 102 jobs (+50 jobs, 96% increase)
  • New Average: $49.02/job (49% improvement in efficiency)

Scalability Analysis

Facebook: Best for Scaling

  • Can easily 10x spend without geographic limits
  • At $6,000/month spend: Estimated 150-180 jobs (efficiency may drop to $40-50/job at scale)
  • Fast feedback loop (know results within days)
  • Highly optimizable (creative, audiences, offers)

Google LSA: Volume Constrained

  • Limited by service area population
  • May already be near maximum lead volume Google can deliver
  • Efficiency won’t improve with more spend (you don’t control volume, Google does)
  • Best as steady baseline, not growth engine

Direct Mail: Does Not Scale

  • Expensive per household reached
  • Diminishing returns (mailing same households repeatedly)
  • Slow feedback (30+ days to measure)
  • 0.33% response is too low to scale profitably

Answer: Facebook scales best

Facebook offers:

  1. Best efficiency ($33/job vs $100-200 for others)
  2. Unlimited scale (not constrained by geography or platform inventory)
  3. Fast optimization (daily data to improve campaigns)
  4. Linear scaling potential (10x spend likely yields 7-10x results)

Google LSA is a solid steady channel but won’t scale beyond current volume. Direct mail is unprofitable and should be eliminated.

Next Steps

  1. This Week: Pause all direct mail campaigns
  2. This Week: Increase Facebook budget to $1,200 (2x current) as initial test
  3. Next 2 Weeks: Monitor Facebook efficiency at $1,200 spend level
  4. If efficiency holds: Scale to $2,500+/month over next month
  5. Next Month: Test Facebook creative variations (video testimonials, before/after, emergency response messaging)
  6. Next Month: Set up Facebook conversion tracking pixel if not already installed
  7. Ongoing: Maintain Google LSA as baseline; respond to leads within 90 seconds

Revenue Projection (12 Months)

If you scale Facebook to $3,000/month while maintaining Google LSA:

  • Facebook: $3,000/month at $40/job (slight efficiency loss at scale) = 75 jobs/month
  • Google LSA: $2,400/month at $100/job = 24 jobs/month
  • Total: $5,400/month spend = 99 jobs/month = 1,188 jobs/year

At $400 average job value = $475,200 annual revenue from $64,800 ad spend (7.3x ROAS)