Metrivo
Solution

How do I reduce unattributed revenue without inventing fake attribution?

Most SaaS founders have a large "unknown" bucket in their attribution data. The fastest way to shrink it is to close the data gaps that cause it, not to assume direct traffic must be AI or that unattributed revenue must be organic. Metrivo identifies the specific gaps and the honest fixes.

The problem

When attribution is missing, founders often respond by guessing. Direct traffic gets relabeled as AI. Unknown revenue gets assigned to whichever channel feels right. That makes the report look better but kills the credibility of every decision built on top of it.

The honest move is to find the data gaps and close them.

How Metrivo helps

Surface the unknown bucket

Unattributed revenue is reported explicitly so you can size the gap.

Identify likely causes

Missing tracker pages, checkout passthrough gaps, and session expiration are flagged.

Recommend honest fixes

Each recommendation points at a real gap with a real fix.

Keep unknown labeled

We do not relabel unknown traffic as AI, organic, or anything else.

Setup steps

  1. 1. Install the tracker on every page. Install & verify
  2. 2. Pass visitor identifiers through checkout using the relevant payment integration doc.
  3. 3. Connect all payment sources. Stripe, Dodo, Razorpay, or Manual Payment API.
  4. 4. Read the attribution confidence doc Attribution confidence to understand how confirmed and inferred labels are assigned.

What Metrivo will NOT claim

  • We will not relabel unknown traffic as AI to shrink the unknown bucket.
  • We will not guarantee 100% attribution. That number is not realistic.
  • We will not infer attribution beyond what the data supports.
  • We will not bypass ad blockers or DNT settings to grab missing data.

Related docs

FAQ

What counts as unattributed revenue?

Payment events that cannot be matched to a website session or marketing source with confirmed or inferred evidence.

Why does unattributed revenue happen?

Common causes include missing tracking script on some pages, sessions expiring before checkout, off-site checkout without metadata passthrough, and ad blockers.

Will Metrivo guess to reduce the unknown bucket?

No. We never relabel unknown as confirmed. Reducing the unknown bucket means closing the data gaps, not inventing attribution.

What is a reasonable unattributed percentage?

It depends on your funnel, ad blocker rates, and integration completeness. Metrivo shows you the gap; you decide the target.