How do I measure influencer ROI properly instead of just tracking likes and reach?
The short answer
Reach and likes are vanity; the numbers that matter are unique promo-code or UTM-tracked revenue per creator, cost per acquisition by creator tier, and - if you can get there - a lift test comparing weeks or markets with and without a creator live. Build a simple sheet: creator cost versus revenue attributed via their code or link, and renegotiate or drop anyone whose effective CAC is worse than your paid social CAC after 2-3 posts. Multi-touch attribution tools help at scale, but even a disciplined UTM-plus-coupon-code system beats most Indian D2C brands still eyeballing follower counts.
A quick summary to orient you. The real value is below: the resources worth your time, from people who've actually done it, not us.
Here are the resources
Hand-picked from around the web, each with a note on why it earns your time. India-specific ones carry a badge.
Why we picked it
Hosted by Prateek Panda of Phyllo, a creator-economy infrastructure company with deep India roots, this is founders and platform operators talking shop on what actually works in influencer and affiliate programs, not agency theory. Biweekly and binge-able for pattern-matching across brands and platforms.
Why we picked it
Moves past 'likes and reach' into the actual attribution stack - promo codes, UTMs, multi-touch models and a real ROI formula - that separates founders who guess from founders who know which creators to fire. The clearest non-vendor explainer of what 'measuring ROI' concretely means.
Why we picked it
Upfluence runs affiliate-and-influencer stacks for thousands of D2C brands, and this guide is the clearest playbook for turning one-off posts into an always-on creator engine with discovery, drip outreach and performance tracking baked in. It's the single best 'how it all fits' read before you pick a platform.
Why we picked it
GRIN is the category-defining creator-and-affiliate management platform for e-commerce - brands on it reportedly drove billions in affiliate-attributed revenue last year, largely by automating the product seeding and payouts that eat founder time. Worth knowing even before you can afford it, because it sets the bar for what a 'real' program looks like operationally.