Case Studies

Receipts.
Not Promises.

Real attribution work, real business outcomes. Every metric verified against closed CRM data. No platform screenshots. No modeled estimates.

240+
Reports Delivered
$48M
Revenue Attributed
42%
Avg CPA Reduction
3.5×
Avg ROAS Growth
Home Services

−51% CPA in One Quarter

3.8×
True ROAS
$340K
Budget Recovered
14 days
Audit to Findings

The problem: Cedar & Stone Roofing was running $68K/month across Meta, Google Search, and Google Display. Their platform dashboards showed strong conversion volume. Their CRM showed something different — only a fraction of those "conversions" ever became signed contracts.

The insight: After connecting their ad platforms to HubSpot and verified invoice data, we found that 42% of Meta spend was attributed to leads who never closed. Google Display was generating clicks at scale with zero correlation to closed revenue. Meanwhile, Google Brand exact-match was producing a 6.1× true ROAS and was significantly underfunded.

The outcome: We reallocated $28K/month from Meta prospecting and Display to Google Brand and LSA campaigns. Within one quarter, CPA dropped 51% and true ROAS rose from 1.2× to 3.8×. The $340K in recovered budget was reinvested into channels with verified revenue track records.

Before Attribution Audit
CPA $847
True ROAS 1.2×
Wasted spend 42%
CRM visibility None
After Reallocation — Q1 2026
CPA $415
True ROAS 3.8×
Wasted spend 8%
CRM visibility 100% attributed
Before Pipeline Modeling
LinkedIn attribution 0%
Pipeline visibility None
LinkedIn ROAS Unknown
Win rate Baseline
After Full-Funnel Attribution
LinkedIn ROAS 4.4×
Pipeline attributed $2.1M
Win rate +62%
Budget reallocation +$18K/mo to LI
B2B SaaS

$2.1M Hidden Pipeline Found

+62%
Win Rate
4.4×
LinkedIn ROAS
$2.1M
Pipeline Attributed

The problem: Halcyon Logistics had a 9-month enterprise sales cycle. Their attribution stopped at demo request. LinkedIn spend was being justified on faith — no one could prove it was producing revenue. Finance was pushing to cut the LinkedIn budget entirely.

The insight: We built a full pipeline source model connecting LinkedIn ad impressions and form fills to Salesforce opportunity data and CRM-closed revenue. Using time-decay attribution calibrated to a 9-month cycle, we traced $2.1M of closed pipeline to LinkedIn touchpoints that would have shown zero credit in a last-click model. LinkedIn was the primary assist channel for 73% of enterprise deals.

The outcome: The LinkedIn budget was preserved and increased by $18K/month. Sales and marketing aligned on a shared attribution framework. Win rate improved 62% as the sales team received better-qualified pipeline with richer touchpoint history — allowing for more relevant outreach at each stage.

E-commerce

7.2× ROAS Hiding
in Plain Sight

+$900K
Revenue Added
−38%
Blended CAC
7.2×
Google Shopping ROAS

The problem: Meridian Outdoor Co. was running a blended paid media strategy across Google Shopping, Meta, and Pinterest. Their optimization strategy was built on add-to-cart events — because that's what their pixel data made easy to track. Their agency was reporting strong engagement across every channel.

The insight: We rebuilt their entire attribution layer around Stripe-verified purchases, eliminating reliance on pixel-reported events that were inflated by cart abandonment. When we mapped ad spend to actual completed transactions, the channel picture inverted entirely. Google Shopping was driving a verified 7.2× ROAS. Meta was producing a 1.1× true ROAS — effectively breaking even after platform fees and creative costs. Pinterest was worse.

The outcome: $22K/month shifted from Meta and Pinterest to Google Shopping and Performance Max. Blended CAC dropped 38% within two months. Annual revenue run rate increased by $900K with no increase in total ad spend. The brand had found the highest-performing channel in their stack — they just couldn't see it through pixel-based reporting.

Before — Add-to-Cart Attribution
Google Shopping ROAS Undervalued
Meta ROAS (reported) 3.1× (pixel)
Blended CAC $148
Revenue visibility Pixel only
After — Stripe-Verified Attribution
Google Shopping ROAS 7.2× verified
Meta ROAS (true) 1.1× true
Blended CAC $92 (−38%)
Revenue visibility 100% Stripe-verified
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Every metric in every case study is verified against closed CRM data. We don't report platform numbers.