Automate WhatsApp, Website Leads & Google Sheets with AI JSON Extraction (Zero Copy-Paste)
Eliminate manual copy-pasting across WhatsApp, Web Forms, and Instagram DMs. Turn messy chat paragraphs into clean JSON spreadsheet rows and route each lead in 3 seconds.
An AI Omnichannel Relay eliminates manual CRM data entry by passing incoming WhatsApp, Instagram, and web-form messages through a strict JSON schema extractor. It logs clean structured fields (Name, Channel, Intent, Budget, Urgency) into Google Sheets and triggers the matching department seat within 3 seconds.
Role Brain + Company Memory + Red-Line Guardrail + Queue
Act as our Deterministic Omnichannel JSON Switchboard parsing raw WhatsApp, IG, and Web inquiries.
Classify intent strictly into [SALES_QUOTE], [VIP_EXEC], [SUPPORT_FAQ], or [SPAM] per Routing_Schema.pdf.
NEVER invent missing phone/budget fields (output null if absent) and enforce a 24-hour sender dedupe circuit breaker to block bot loops.
Return strict valid JSON: { sender_name, channel, intent_lane, budget_stated, summary_15w, target_seat }.
OPERATIONAL COMPARISON · MANUAL BOTTLENECK VS. GOVERNED SEAT
| Control Layer | Unguarded / Manual Trap | Academy42 Governed Seat |
|---|---|---|
| Lead Capture | 25% of WhatsApp chats never reach CRM | 100% auto-logged to Unified Sheet in 3s |
| Data Cleanliness | Unstructured paragraphs & typos | Strict JSON fields (null if unstated) |
| Loop Safety | Auto-responders ping-pong infinitely | 24-hour sender dedupe circuit breaker |
- Copy-Paste 4-Block Strict JSON Extractor & 3-Intent Switchboard Router Prompt
- 3-Node No-Code Pipe Blueprint (Trigger → AI JSON Extractor → Sheets + Seat Handoff)
- 24-Hour Dedupe Bot-Loop Circuit Breaker & Missing-Budget Hallucination Stress Test
FREQUENTLY ASKED QUESTIONS · CLASS 10
Why use strict JSON extraction instead of plain text in Make, Zapier, or n8n?
Plain conversational AI replies include conversational filler that breaks spreadsheet columns and downstream webhooks. Strict JSON guarantees deterministic field mapping every run.
How do you prevent two AI auto-replies from triggering an infinite loop?
Always place a 24-hour sender-ID deduplication filter and rate-limit cap ahead of the AI node so automated out-of-office replies are ignored after the first log.
Running Regulated Data, ERP, or Multi-Branch Teams?
Benchmark your architecture in 3.5 minutes with our sovereign diagnostics, or scope a dedicated private VPC / on-metal AI gateway with our Kuala Lumpur engineering practice.
