Automated Field-Proof Marketing & Local SEO Engine
Red Dragon HVAC “MMS-to-Social” Pipeline
A headless marketing pipeline that converts MMS photos into optimized Google Business and Meta posts, using Vision AI to generate accurate, localized captions with management approvals.
The Challenge
Local service businesses (HVAC, plumbing, roofing) live or die by local search ranking. Technicians complete high-quality work daily, but rarely have time or incentive to document it consistently—so social proof goes stale and map-pack visibility suffers.
The client needed a “zero-UI” workflow for non-technical field staff: no app installs, no caption writing, and no complex steps. The system also had to generate SEO-relevant content without feeling spammy, while giving management final control via an approval/kill-switch workflow.
Quick Stats
- Workflow: MMS → Headless pipeline
- Channels: Google Business + Meta
- AI: Vision → SEO copywriting
- Impact: 3x local leads; 100% tech adoption
The Solution
We built a headless marketing pipeline that converts standard MMS (texted photos) into optimized Google Business and Facebook posts. Vision AI identifies what’s in the image so technicians don’t write a single word of copy.
The pipeline is event-driven and approval-gated: images are ingested, metadata is stripped, GPS context is applied for localization, and management approves before publishing. This yields daily, photo-verified proof without adding staff overhead.
Technical Approach
- Asynchronous image processing: Event-driven ingestion strips metadata and enriches with GPS coordinates for localized tagging.
- Automated SEO copywriting: NLP generates human-sounding captions that include location and money keywords naturally.
Technical Details
Architecture
FastAPI → LangChain → OpenAI Vision API (GPT-4o)
Integrations
Twilio (MMS), Google Business Profile API, Meta Graph API (Facebook/Instagram).
Security
Secure S3 buckets with limited-access IAM roles; human-in-the-loop “kill switch” dashboard for review.
AI Features
Visual object recognition identifies equipment (e.g., “Carrier Infinity Furnace”) to keep captions technically accurate.
Results & Impact
- 3x increase in local leads via improved map-pack rankings.
- 100% technician adoption (workflow requires only a text message).
- 45% higher click-through rate due to fresh, photo-verified social proof.
Ready to build something similar?
We’ll design your pipeline with approvals, observability, and predictable publishing—without adding operational burden.
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