Should I buy an attribution tool like Triple Whale or Northbeam, or just trust platform data?
The short answer
Once you're spending enough that a 10-20% attribution error actually changes your budget decisions, usually somewhere past Rs 15-25 lakh/month in blended spend, a dedicated tool starts paying for itself. Triple Whale bets on speed and real-time in-platform decisions, Northbeam leans on marketing mix modelling for a more statistically rigorous but slower read, pick based on whether you need daily optimisation or monthly strategic clarity. Below that spend level, a clean UTM discipline plus CAPI setup and a simple blended-CAC spreadsheet will get you 80% of the value for free.
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
An independent, side-by-side comparison of the major attribution platforms, useful for actually deciding between them instead of reading each vendor's own marketing page.
Why we picked it
A clean, no-nonsense glossary covering ROAS, CAC, MER, AOV and CPA in one place, the right first read before diving into any specific attribution debate.
Why we picked it
A leading marketing-mix-modeling-based attribution platform that doesn't rely on user-level pixel tracking, worth evaluating once platform-reported numbers stop being trustworthy enough to make budget calls on.
Why we picked it
A privacy-compliant, statistically grounded alternative to pixel-based attribution, worth understanding even if you don't buy it, because MMM is becoming the operating standard post-iOS14.
