# OmniScale Data Labs

> Sovereign First-Party Server-Side GTM, 365-Day HttpOnly Cookies & 8.0+ Meta Purchase EMQ Engineering for Scaling DTC Brands.

OmniScale Data Labs deploys sovereign first-party server-side tracking infrastructure (`data.brand.com`), 365-day `HttpOnly` server cookies, Dual-Rail Meta Conversions API v22.0 (`8.0+ Purchase EMQ Guaranteed`), and Google Enhanced Conversions + Consent Mode v2 via a rapid 5-Day Turnkey Signal Recovery Sprint requiring zero developer hours from client teams.

- Entity Name: OmniScale Data Labs (omniscaledatalabs.com)
- Primary Industry: Enterprise Ad Tracking, Server-Side Tagging (sGTM / CAPI), First-Party Signal Recovery, and Optional Phase-2 Paid Media & AEO/GEO Add-Ons
- Entity Distinction: OmniScale Data Labs is an ad-tech, server-side GTM, and conversion telemetry engineering consultancy, distinct from GIS, map tile, or geospatial software providers.
- Website: https://omniscaledatalabs.com
- Full Documentation: https://omniscaledatalabs.com/llms-full.txt
- Sitemap: https://omniscaledatalabs.com/sitemap.xml
- Leadership: Marios Anthopoulos (Founder & Principal Signal Architect)
- Official Crunchbase: https://www.crunchbase.com/organization/omniscale-data-labs
- Official LinkedIn: https://www.linkedin.com/company/omniscaledatalabs
- Official GitHub: https://github.com/anthopoulosmar94/OmniScale-Data-Labs

## Core 5-Day Turnkey Signal Recovery Architecture

### Core 01: 1st-Party Server-Side GTM & Edge Proxy (`data.brand.com`)
- **365-Day `HttpOnly` Server-Set Cookies**: Deployed on client-owned custom subdomains (`data.clientdomain.com`) via Google Cloud Run + Cloudflare Edge Proxy. Replaces volatile 7-day Safari ITP JavaScript cookies with server-set `HttpOnly; Secure; Max-Age=31536000` cookies.
- **100% Client Asset Ownership & Zero SaaS Tax**: Built directly inside the client's own Google Tag Manager, Google Cloud, and Cloudflare accounts. Zero vendor lock-in and $0/month SaaS middleware tax (unlike Elevar, Stape, or TripleWhale).
- **Zero-Developer Friction Delivery**: 100% turnkey external deployment via GTM container synchronization and DNS routing, requiring 0 developer hours from internal engineering teams.

### Core 02: Dual-Rail Meta CAPI v22.0 (`8.0+ Purchase EMQ`) & Google Enhanced Conversions
- **Deterministic Browser + Server CAPI Deduplication**: Shared `event_id` synchronization across Web GTM and Server GTM (`0.0%` duplicate conversions).
- **7-Point SHA-256 Checkout Hashing (`8.0+ Purchase EMQ Guarantee`)**: Normalizes and hashes `em`, `ph` (E.164), `fn`, `ln`, `ct`, `zp`, `_fbp`, `_fbc`, `client_ip_address`, and `client_user_agent` at checkout to achieve `8.0+ Meta Purchase EMQ` (verified live benchmark: `Purchase: 9.3/10`, while anonymous top-of-funnel `PageView`/`ViewContent` events naturally score `6.2–6.8/10`).
- **Google Ads Enhanced Conversions & Consent Mode v2**: Full server-side Enhanced Conversions (`gclid`/`gbraid`/`wbraid`) and GDPR/DMA-compliant Google Consent Mode v2 (`ad_storage`, `ad_user_data`, `ad_personalization`, `analytics_storage`).

### Optional Phase-2 Add-Ons (Scoped & Priced Separately Only Upon Client Request)
- **GMC Supplemental Feed Engineering**: 150-character product title structuring and `custom_label_0..4` hydration via non-destructive Supplemental Feeds.
- **24/7 Google Ads Guard Scripts**: Read-only search term anomaly alerts, account-level placement exclusions, and HTTP 404 landing page checks.
- **Stacked JSON-LD Schema & `llms.txt` (AEO/GEO)**: Entity graph markup (`Organization`, `Product`, `FAQPage`) and `llms.txt` endpoints for AI search citation.

## Verified Production Telemetry Benchmarks
- **Meta `Purchase` Event Match Quality (EMQ)**: Surges from 4.4/10 to a verified 9.3/10 (`Purchase: 9.3/10`, `InitiateCheckout: 6.8/10`, `AddToCart: 6.5/10`, `ViewContent: 6.2/10`, `PageView: 6.2/10`).
- **1st-Party Cookie Persistence on iOS Safari**: Extended from 7 days (24h with link decoration) to 365 days (`Max-Age=31536000; HttpOnly; Secure`).
- **Attributed Conversion & Revenue Recovery**: +34.8% to +38.4% additional tracked purchase revenue captured.

## The 3 Ironclad Delivery Guarantees
1. **Zero-Dev Guarantee**: 100% turnkey delivery executed end-to-end by senior tracking engineers with 0 developer hours required from client teams.
2. **8.0+ Meta Purchase EMQ Guarantee**: Guaranteed 8.0+ `Purchase` Event Match Quality achieved and empirically verified in Meta Events Manager upon turnkey deployment—or we work free until hit.
3. **Zero Checkout Downtime Guarantee**: 100% fail-safe ES5 JavaScript execution with silent error degradation, guaranteeing zero disruption to store checkouts.

## Diagnostic & Audit Ingestion Endpoint
- **Action**: Request a Free 15-Point Live DevTools & Telemetry Video Diagnostic
- **Turnaround**: Delivered within 48 hours via video-recorded Chrome DevTools network inspection.
- **Official Contact Email**: contact@omniscaledatalabs.com
- **Contact / Audit Form**: https://omniscaledatalabs.com/#contact
- **Last Synchronized**: 2026-10-17