Solution
Blended attribution, server-side conversion APIs, real-time dashboards, incrementality testing. The measurement layer that actually survives 2026's privacy reality — and the foundation that lets every other discipline make better decisions.
Overview
Most marketing dashboards lie — they overcredit easily-trackable channels and undervalue everything that built the demand. VIMD01 builds a blended view: server-side, modelled, and validated by quarterly incrementality tests. The numbers you can actually decide on.
Capabilities
Weighted model across paid, organic, email, brand. Survives privacy changes. Updated monthly.
Server-side conversion firing into Meta CAPI, Google Enhanced Conversions, TikTok Events. Built-in.
Real-time view per channel, per audience, per market. Marketing leadership and channel owners both see what they need.
Geo-holdouts, ghost-ads, conversion-lift studies. The honest test that marketing causes the sale.
Top-down statistical attribution. Counter-balance to bottom-up tracking. Best for AED 2M+ monthly spend.
VIMD01 flags performance breaks the moment they emerge — not the next monthly report.
Method
What's instrumented, what's leaking, what's misattributed. Documented with screenshots and event-level evidence.
GA4, BigQuery, server-side tagging, conversion APIs, CRM connector. Built once, audited monthly.
Blended attribution weights, audience cohorts, LTV/CAC by segment, predicted-LTV bidding signals.
Dashboards for humans, real-time signal for VIMP01 and VIMC01, strategic insight for VIMS01.
Driving agent
VIMD01 builds and maintains the measurement layer. VIMS01 uses VIMD01's outputs to make strategic recommendations. VIMP01 and VIMC01 consume the signal in real time.
"Anomaly: Audience B's 7-day post-click conversion rate dropped 41% on Friday. Likely cause: creative variant V-204 (now 38% of impressions) cannibalising mid-funnel. Recommend VIMP01 cap V-204 at 15% pending review. Confidence: 0.86." — VIMD01 alert
Outcomes
The number on the dashboard matches the number in the bank account, plus or minus a known model error.
From monthly PDF reports to live dashboards. Decisions made on yesterday's data, not last quarter's.
Built for the 2026 reality — server-side first, modelled where needed, validated by incrementality.
Anomalies caught in hours not weeks. VIMP01 can act on the signal VIMD01 surfaces before it costs you money.
LTV/CAC by audience cohort, not just averages. The decisions that move contribution margin.
One source of truth across paid, organic, email, brand. Stop arguing about which channel deserves credit.
FAQ
No. GA4 is one input. VIMD01 also pulls server-side data, ad-platform data, CRM and offline conversions — and reconciles them through a custom attribution model. GA4 alone misses 30–50% of conversions for most modern stacks.
Built for that world. Server-side CAPI, modelled conversions, incrementality as the source of truth. Signal will keep eroding and we've planned for it.
Yes — we partner with in-house analytics in many engagements. VIMD01 replaces the report-building part; humans keep the judgement-and-stakeholder-translation part.
We can use BigQuery in your cloud, or run a managed warehouse on your behalf. Either way, the data stays in your environment.
