Attribution Intelligence

Move from trust us to here is the evidence.

Understand how channels contribute across the full customer journey. Attribution Intelligence uses Google Gemini Pro to reason across touchpoints, compare attribution models and explain the logic behind each decision.

Branching customer journey paths converging on a single conversion point

Conceptual illustration, not a product screenshot.

What to expect, honestly
  • Attribution reasoning is powered by Google Gemini Pro, not Claude.
  • Budget projections are estimates to inform decisions, not guarantees of revenue lift.
  • The Lobster Trap DPI proxy layer is designed to add enterprise security and prompt-injection protection. It is a protective layer, not a blanket security guarantee.
Features

AI-native marketing attribution using Google Gemini Pro to reason across multi-touch journeys, comparing Linear, Time-Decay and AI models side by side.

01

Three models, side by side

Compare Linear, Time-Decay and Custom AI attribution on the same journeys.

02

Explainable output

Gemini Pro writes a rationale for each attribution decision.

03

Budget optimizer

Projected revenue lift by channel, presented as an estimate.

04

Causal reasoning

The AI model reasons about touchpoints across the journey, not only position.

05

Lobster Trap DPI proxy

An enterprise proxy layer aimed at prompt-injection protection and security.

How it works

Journey to explained attribution

Journey to explained attribution
01
Multi-touch journeys
02
Linear / Time-Decay / AI
03
Gemini Pro rationale
04
Budget estimates

Illustrative workflow diagram. It shows the sequence of steps, not data or results.

Benefits
  • Defensible reporting

    Each decision has a written reason a client or CFO can read.

  • See where models disagree

    Side-by-side models show how much the answer depends on the method.

  • Budget conversations with a basis

    Estimated lift by channel gives a starting point for reallocation.

Steps
  1. 1
    Load journeys

    Multi-touch customer journey data comes in.

  2. 2
    Run three models

    Linear, Time-Decay and AI attribution are applied.

  3. 3
    Explain

    Gemini Pro writes a rationale per decision.

  4. 4
    Estimate budget shifts

    The optimizer projects possible lift by channel.

Positioning
Most companies default to last-click not by preference but because the alternative was too expensive, too slow and too hard to explain. Gemini Pro addresses all three, so agencies can show a rationale instead of asking for trust.
Use cases
Agency client reporting

Back recommendations with explained attribution.

Moving beyond last-click

Teams stuck on last-click gain a practical alternative.

Budget planning

Use estimated channel lift to shape the next quarter's tests.

GrowthBoxx client experiences

What clients say about working with us

General feedback about working with GrowthBoxx. These are not endorsements of Attribution Intelligence specifically.

“We went from manually sourcing 20 leads a week to running a fully automated pipeline that delivers over 80 qualified prospects daily. The AI integration into our CRM changed how our entire sales team operates — we closed three enterprise deals in the first month we wouldn't have had capacity to pursue before.”
J
James T.
Head of Growth · SaaS Platform · Singapore
“Our content team was a bottleneck — we were producing four articles a month and spending a fortune doing it. With the Content Autopilot system GrowthBoxx built, we're now publishing daily across three channels. Traffic doubled in six weeks and our cost per piece dropped by more than two-thirds. The quality actually improved.”
M
Maria S.
Founder & CEO · Ecommerce Brand · Manila, PH
“I was sceptical about AI personalisation at scale — I'd seen it done badly. What GrowthBoxx built was different. Every message felt genuinely researched. Our reply rate on cold outreach went from 6% to over 44% in the first campaign. We hit our quarterly revenue target in week seven. Best investment we made this year.”
D
David K.
VP Sales · B2B Tech Startup · London, UK
Questions

Honest answers

Does it use Claude?+

No. Attribution reasoning uses Google Gemini Pro.

Are the revenue projections reliable?+

They are estimates meant to guide decisions. They are not guarantees.

Is it fully secure?+

The Lobster Trap proxy adds prompt-injection protection and enterprise security controls, but we do not claim blanket security. Review requirements with us.

Talk through Attribution Intelligence with us.

Book a call to discuss whether it fits your team, how it would be set up, and where its limits are.

Book a call about attribution