Module 6: Running, measuring, and scaling the program
Launch is the starting line. This module keeps the program healthy: the numbers to watch, the fraud to prevent, and how partners stay motivated for years.
The five numbers that matter
Put these five numbers in a one-page monthly summary — for yourself, or for a business partner. Trends matter more than any single month: participation climbing and cost-per-customer flat or falling means the program is compounding. Cost-per-customer rising faster than customer value means rewards need trimming or targeting needs tightening.
One more metric for affiliate programs specifically: earnings per click (EPC). Take an affiliate's total commissions earned and divide by the clicks they sent. An affiliate with high EPC promotes efficiently; one with lots of clicks and no sales has an audience mismatch. Share EPC data with affiliates (anonymized across the program) — it helps good ones optimize and nudges weak ones to either improve or step aside.
MONTHLY PROGRAM REVIEW
ACTIVE PARTNERS: ___ (was ___)
REFERRAL CONVERSION RATE: ___%
REVENUE FROM PROGRAM: $___
FLAGGED FOR FRAUD REVIEW: ___
AVG PAYOUT TIME: ___ days
TOP PARTNER SHOUTOUT: [name — thank them publicly]
ONE IMPROVEMENT: ___
The five numbers that matter
Participation rate
What percentage of customers/partners have shared at least once? Under 5% means the ask isn't happening.
Conversion rate
Of shared links or codes, what percentage become customers?
Cost per acquired customer
Total rewards paid divided by new customers — compare directly to your ad cost per customer.
Top partner concentration
What share of referrals comes from your top 5 partners? Over 50% means you're dependent on a few people.
Referred customer value
Do referred customers spend more, less, or the same as average?
Build brief
What would cheating your program look like in your business — and how would you catch it?
Saved
Stopping fraud before it costs you
Where there's free money, there's gaming. The common schemes: self-referral (using your own code for your own purchases), fake accounts (inventing "friends" to collect rewards), and code leaking (posting a personal code on coupon sites so strangers use it). None of these are sophisticated, and simple rules stop nearly all of it.
Your defenses: pay rewards only after the refund window closes (kills fake purchases, since the "customer" would have to actually pay); require the new customer to be genuinely new — check names, emails, and addresses against existing customers before paying; prohibit posting personal codes on public coupon sites in your terms, and search for your brand plus "coupon code" monthly to catch leaks; and cap rewards per referrer per month at a sane level (nobody legitimately refers 200 friends in a week). Flag anomalies in your spreadsheet — a partner whose referrals suddenly 10x deserves a look, not an automatic payout.
Side by side
Fraud schemes and their defenses
| Scheme | Defense | |
|---|---|---|
| Self-referral | Pay only after the refund window closes | Kills fake purchases |
| Fake accounts | Verify each new customer is genuinely new | Kills invented friends |
| Code leaking | Ban public coupon sites; search monthly | Catches leaks |
| Volume abuse | Cap rewards per referrer | Nobody refers 200 friends a week |
Ignoring fraud until it costs real money. Self-referrals, fake accounts, and coupon abuse start small and scale fast — by the time you notice, you've paid out thousands and the honest partners feel cheated. Build verification in from day one: new-customer-only rewards, manual review above thresholds, IP/device checks.
Build brief
How will you keep partners promoting month after month — what would make them forget the program versus stay excited?
Saved
Keeping partners engaged for the long haul
Programs die from neglect, not competition. Partners stop promoting when they forget the program exists, when promoting feels like work, or when someone else's offer looks shinier. Your job is a light, steady drumbeat: a monthly partner email with their stats ("you sent 4 customers, earned $160"), program news, and one ready-to-share asset — a new post template, a seasonal angle, a fresh testimonial they can quote. Fifteen minutes a month keeps you in their rotation.
Recognize your top partners publicly and privately. A handwritten thank-you note to someone's first 10 referrals costs $2 and buys loyalty no commission bump can match. An annual top-partner bonus — a gift, a dinner, a bigger commission tier — turns good affiliates into lifers. And ask your best partners what would help them promote more; they'll tell you exactly what's missing, whether it's better images, a comparison page, or a webinar they can invite people to.
Finally, prune once a year. Partners who signed up and never promoted anyone aren't hurting anything, but a program full of dead accounts hides your real numbers. Archive the inactive, thank them for joining, and focus your energy on the 20% of partners producing 80% of results. A lean program of 15 active promoters beats a bloated list of 300 ghosts every time.
Audit your last month of payouts: any partner whose conversions look too good, any duplicate customers, any self-referral patterns. Trust, but verify — monthly.
Your top 5 partners generate 70% of all referrals. What's the right move?