Case Study
ORGANIC SMOKES
AI creative system, AEO/GEO-ready website, and a custom dashboard “MARKTECH PULSE” to track Meta ads. Built for Organic Smokes, an Ayurveda-inspired smoking alternatives brand.
What we delivered
| Output | What it is | Timeline |
|---|---|---|
AI Creative System | Editorial product creative for the Organic Era atomizer line, ad-ready out of the pipeline. | Under 48 hours |
AEO + GEO Optimisation | Schema markup, llms.txt, and AI-crawler-ready content shipped across the website. | 2-3 weeks |
MARKTECH PULSE Dashboard | Live Meta + Shopify API dashboard with an AI agent recommending creative-level decisions. | Under 3 days |
THE PROBLEM
Three bottlenecks. One quiet revenue leak.
What was holding back Organic Smokes' growth?
The product was ready. The website was up. The marketing engine on top of it wasn't. Three specific bottlenecks were each costing Organic Smokes growth in their own way.
Agency creative was slow
“Weeks per round. Single-digit volume.”
By the time creatives shipped, the market had moved on. Refresh cadence couldn't keep up with what Meta's algorithm needs.
Invisible to AI search
“Strong SEO. Zero presence in AI answers.”
ChatGPT, Perplexity, Claude, and Gemini couldn't read the brand cleanly. No structured entities. No AI-crawler infrastructure.
Meta data was lying
“Blended numbers. Inflated attribution.”
There was no per-creative ROAS truth reconciled against actual Shopify orders. Decisions were being made on numbers that didn't add up.
HOW
The Method
Three systems, one operating model. Each one solves a specific bottleneck and keeps running long after the engagement ends.
SYSTEM 01
AI Creative System
A creative pipeline built for the Organic Era line. Brief in, ad-ready output in hours.
- →Brief to delivery in hours
- →Editorial + catalog ready in one pass
- →On-brand without templating
SYSTEM 02
AEO + GEO Optimisation
Made the brand legible to AI search. ChatGPT, Perplexity, Claude, Gemini.
- →AI-search-ready website
- →Brand resolves cleanly as an entity
- →Citation-ready, not just rank-ready
SYSTEM 03
MARKTECH PULSE
A custom Meta + Shopify performance layer with an AI agent that runs creative decisions in real time.
- →Real revenue, not blended attribution
- →Per-creative truth, live
- →AI agent decides what scales, what stops
The Process
1
Brief
Audit, brand voice, creative direction lock
2
Build
Creative pipeline + dashboard infra in parallel
3
Optimise
Schema, llms.txt, AEO content rewrites shipped
4
Operate
Dashboard + AI agent run live, daily
5
Handover
System runs without us. We're the option, not the dependency
The Work
Creative Output
Editorial product compositions built for the Organic Era atomizer line. Two colorways, multiple framings, ad-ready out of the pipeline.
The Work
MARKTECH PULSE
A custom performance layer for Organic SmokesWhat is MARKTECH PULSE?
Meta gives you blended numbers. Sometimes inflated ones. Shopify has the real revenue. PULSE reconciles the two in real time and runs an AI decision agent on top, so creative-level decisions happen on truth, not Meta Ads Manager colour grading.
Real-time
Live API sync
Per-creative
ROAS truth
AI agent
Decisions, not reports
Always on
No manual review
The Truth Layer
- /Live Meta API + Shopify API in one view
- /Per-creative ROAS reconciled to real orders
- /Frequency, CPM, CTR, revenue, all live
- /No more Meta's blended math
The Decision Layer
- /AI agent watches every active creative
- /Auto-flags fatigue: frequency above 4, CTR drop over 20%
- /Recommends scaling winners before auction closes
- /Replaces the daily manual ad-ops review
“The team stopped guessing. The AI agent stopped the meetings.”
Most D2C brands lose 10-20% of their Meta budget to fatigue and inflated reporting they cannot see. PULSE converts that hidden tax into visible, actionable signal.
The Work
AEO + GEO Optimisation
Search isn't just Google anymore. AEO and GEO are the second wave. Organic Smokes had strong traditional SEO. What was missing was the layer that lets AI engines actually read, parse, and cite the brand.
Made the brand legible to:
ChatGPT
Perplexity
Claude
Gemini
What it unlocks
- /Brand resolves cleanly as an entity in AI answers
- /Content surfaces in citation-ready form, not just blue links
- /Product, brand, and FAQ markup parsed by every major AI crawler
- /Site structure declared explicitly for ChatGPT, Claude, Perplexity, Gemini
Why it matters
- /AI search is where the next decade of category discovery lives
- /Infrastructure ships once, compounds forever
- /Citation in AI answers builds different trust than ranking does
- /Early movers own the entity record before the field gets crowded
Bringing the Circle Together
A premium, Ayurveda-inspired smoking alternatives brand deserves a marketing operating system that matches the product. Not a slow agency, not a Meta dashboard that rounds up.
Three systems running together: an AI creative pipeline shipping editorial product work in hours, AEO/GEO infrastructure that makes the brand legible to AI search, and a Meta + Shopify dashboard with an AI agent that turns ad operations into a continuous decision loop.
A creative output the team can run with, an AI-search-ready website, and a dashboard that replaces the daily Meta-Ads-Manager-and-spreadsheet ritual with a system that actually tells the truth.
Want a system that runs?
Stop paying for a slow agency. Build the marketing operating system underneath the brand.