DataStudios
Prepared for 4 Star Electronics
As of June 23, 2026

Offline Conversion Tracking — Findings & Recommendation

What you import today, the quality and compliance of what's sent, the reachable uplift from Enhanced Conversions, and the recommended path forward. Read-only analysis on live data — no production writes.
The shift
Decisions about how to use AI in your organization are increasingly organizational design and strategy decisions, not IT choices.
How do you integrate agents into your firm? What intelligence will you outsource? What are the boundaries of the firm? What is the role of people?
Ethan Mollick·Wharton·author of Co-Intelligence
DataStudios4 Star Electronics × DataStudios · private
Executive summary

You asked for two things — here's where each stands

Ask 1 · Offline conversions ✓ Built & validated

Get your offline Quote & Order conversions into Google Ads (+ GA4) via the Data Manager API, in n8n — with per-row “which rows did not import” accountability.
  • Clean send built & validated — ~3,500 conversions staged, validateOnly HTTP 200, zero writes.
  • Enhanced Conversions ~doubles reach over gclid alone — quotes +110%, orders +161% (already enabled on your account).
  • Every excluded row is reason-coded — your did-not-import requirement, met per row.
  • Awaiting your go-live approval (Jun 26) to switch from validate to write.
Run Offline Conversions →

Ask 2 · Reconciliation ✓ Done & explained

Reconcile the website-RFQ numbers across CRM, Google Ads and GA4 — explain why they never match, on a defensible basis.
2,411
CRM website RFQs (30d) — source of truth
2,005
GA4 — ≈ CRM ✓ validates the signal
1,610
Google Ads — −33%, by design
  • The Ads gap is attribution method — modeled & click-dated — not lost conversions.
View Reconciliation →
Reachable ≠ realized. ECL realizes an aggregate ~30–70% of the reachable set, measured at go-live. Everything as-of 2026-06-23 on your approved definition (60-day · status 5/11/12 · internal & test excluded) — read-only, no production writes.
DataStudiosExecutive summary · the two asks · as-of 2026-06-23 · private
1
Section 1 · Research & analysis

The detail behind each ask

How we reached the executive summary — the offline-conversion analysis (what you import today, the quality & compliance of the send, the reach Enhanced Conversions adds, and per-row accountability), the cross-platform reconciliation, and the recommended path forward.
Offline conversionsReconciliationRecommendation & roadmap
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Section 2 · Appendix

How every number was derived

Acceptance criteria, open questions, and a per-claim reproduction for each figure in this deck — the exact query or command, the raw→headline derivation, and a claim↔run check. As-of 2026-06-23 · aligned 60-day definition · read-only, no production writes.
Acceptance criteria & open questionsPer-claim reproductions
Appendix

Acceptance criteria & open questions

How to read these numbers

Every figure is aligned to your approved query (60-day window · status 5/11/12 · internal & test excluded), as-of 2026-06-23. Query-derived figures (live Supabase / GA4 / Ads) reproduce within minor drift on re-run; pipeline-derived figures are exact against the frozen capture artifacts. Nothing in this analysis was written to Ads or GA4.
  • Reachable ≠ realized — uplift is a candidate ceiling; realized ECL match is measured at go-live.
  • attributed ≠ uploaded — Ads attribution is not a count of rows sent.
Open questionStatus
Google customer-data terms + Enhanced Conversions for Leads — verified enabled on the account (no action needed).verified ✓
The ~138 thank-you-page tagging gap — web conversions with no gclid and no PII. Audit GTM/gclid capture?confirm
Idempotency key — your workflow uses history_id; ours uses rfq_id. Reconcile so re-runs dedupe cleanly.align at go-live
DataStudiosAppendix · as-of 2026-06-23 · private