Journey credit

Each credit row should map back to a real touch path, not post-hoc channel storytelling.

This route keeps the raw touch sequence next to the final credit output so teams can see why a channel gained or lost influence under the current model.

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From attribution data to defensible revenue decisions.

This is the product layer behind the demo: not another attribution screenshot, but a reviewable evidence path for commercial decisions.

Product depth

What this product does

Turns marketing touch data, journey windows, and revenue-credit outputs into an attribution control plane that Growth, RevOps, and finance can inspect before budget changes are made.

GTM analyst lens

Where revenue teams use it

Use it when channel performance is disputed, paid spend is moving, partner influence is overstated, or lifecycle touches need defensible credit instead of dashboard mythology.

Value architecture

Where the money leaks

The leak is not just bad attribution. It is budget reallocations, CAC narratives, partner commissions, and pipeline forecasts based on credit logic that cannot be traced back to real touches.

Technical proof

What is inspectable

The repo includes dbt-style staging, intermediate, and mart SQL assets, TypeScript scoring logic, JSON outputs, prerendered routes, tests, smoke checks, and screenshot evidence.

Portfolio pattern

What these repos have in common

Each Kinetic Gain surface converts messy operational evidence into board-readable decisions: owner, signal, model, risk, value, route, and verification all stay visible together.

Journey inputs

Raw account touches, day offsets, quality scores, and conversion values entering the model.

Credit outputs

Per-opportunity channel allocations with model type, revenue credit, and rationale exposed for review.

Decision value

This is what lets Growth challenge attribution before budget changes become irreversible.

AccountOpportunityChannelDay offsetQualityValue
Helio SystemsOPP-411direct-195$42,000
Northstar HealthOPP-201email-nurture-390$28,000
Meridian CloudOPP-305email-nurture-286$16,000
Northstar HealthOPP-201organic-search-4282$28,000
Helio SystemsOPP-411partner-3579$42,000
Meridian CloudOPP-305paid-search-2176$16,000
Helio SystemsOPP-411organic-search-1274$42,000
Meridian CloudOPP-305direct-871$16,000
Northstar HealthOPP-201linkedin-paid-1764$28,000
AccountModelChannelCreditRevenueRationale
Northstar Healthu-shapedorganic-search40%$11,200Organic search opened the journey and proved durable intent.
Northstar Healthu-shapedlinkedin-paid20%$5,600Mid-journey paid influence accelerated re-engagement but did not close the deal.
Northstar Healthu-shapedemail-nurture40%$11,200Nurture owned the final high-intent touch before sales action.
Meridian Cloudlinearpaid-search33.3%$5,328Paid search created the first attributable session.
Meridian Cloudlineardirect33.3%$5,328Direct revisit signals branded recall and active evaluation.
Meridian Cloudlinearemail-nurture33.4%$5,344Nurture preserved deal momentum through the final week.
Helio Systemslast-touchdirect100%$42,000The final direct session carried the conversion event under this model.