Developer & Systems Architecture for GIK.CLOUD Implementations

Standardized custom object schemas, properties, and pipeline structures for B2B deal tracking.

// Core Object Hierarchy in GIK Implementations:
// Contact (Lead / Buyer) -> Company (Account)
//   └─> Deal (Pipeline Stage with weighted probability)
//   └─> Custom Object: Diagnostic Evaluation / Commercial Audit

• • Authentication: Private App OAuth Access Tokens.
• • Endpoints: /crm/v3/objects/contacts, /crm/v3/objects/deals.
• • Custom Properties: commercial_bottleneck, lead_source_detail, utm_campaign_first_touch.

Serverless webhook receivers for real-time lead qualification, CRM synchronization, and instant sales rep alerts.

// Webhook Ingestion Pipeline:
POST /api/diagnostic -> Validate HMAC/Payload
  -> Compute ICP Qualification Score
  -> Upsert Contact & Associate Company in HubSpot
  -> Trigger Commercial Sequence & Sales Alert

• • Idempotency: Deduplication via email hash & timestamp.
• • Latency: Synchronous response < 300ms.
• • Error handling: Graceful degradation and retry queues.

Persistent first-touch and last-touch UTM parameter persistence across subdomains and multi-session user journeys.

• • Tracked Parameters: utm_source, utm_medium, utm_campaign, utm_content, utm_term, gclid, fbclid.
• • Storage: Cookie persistence with 90-day expiration, passing automatically into hidden form inputs.
• • GA4 Server-side: Measurement Protocol integration for offline deal closes.

Native endpoints optimized for AI crawler discovery, content negotiation, and Schema.org compliance.

• • Markdown Negotiation: Send Accept: text/markdown to any public URL.
• • LLM Context Spec: Accessible at /llms.txt.
• • Agent Directives: Accessible at /agent-instructions.txt.
• • Schema.org Graph: Dual Organization & ProfessionalService JSON-LD.