Free MVP validation tool

Signup Source Attribution Planner

Define how you will track the channel and campaign behind every research signup so you know which sources actually produce usable leads.

  • Calculated instantly from your inputs
  • No signup or data submission
  • A focused next step for MVP planning

Your entries remain in this browser session and are not sent to MVPHub.

How it works

1

List every channel and its tracking method

Each recruitment channel gets a weekly goal and a tagging method — UTM parameter, referral code, a form field asking "how did you hear about us", or none.

2

Score attribution coverage

The plan checks what share of your total signup goal comes from channels with real tracking versus channels you cannot attribute, and flags any untracked majority.

3

Get a channel-by-channel setup task

Each channel receives a specific next step — add a UTM template, generate referral codes, or add an intake question — so tracking is in place before recruitment starts.

Frequently asked questions

Why does attribution matter for early research, not just marketing?

If you cannot tell which channel produced a lead, you cannot tell which channel produces people who actually convert to paying customers later — you are optimizing blind.

What if a channel truly cannot be tracked, like word of mouth?

Use a simple form field asking how the person heard about you. It is less precise than a UTM but still gives you directional attribution.

Should every channel use UTM parameters?

Use UTM for anything with a shareable link — ads, posts, emails. Use referral codes for offline or verbal channels, and a form field as the fallback.

How is the attribution coverage score calculated?

It is the share of your total weekly signup goal that comes from channels tagged with utm, referral-code, or form-field, versus channels marked none.

Does this replace an analytics tool like Google Analytics?

No — this plans what to tag and why before you set up analytics, so the data you collect is actually structured around your research goals.

How we compare

CapabilityMVPHubGoogle AnalyticsBitly
Channel-by-channel tracking-method plan×
Attribution coverage score against your goal××
Live traffic and conversion reporting×
Link shortening and click tracking××

MVPHub plans your tagging strategy before you recruit. Google Analytics and Bitly measure traffic and clicks once tracking is already implemented — this tool decides what to implement first.

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