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Celtic Knot Jewellery

celtic-knot.com

Irish heritage DTC jewelry — $2M+ annual revenue, BIOS-powered since Q4 2025

620%
ROI Improvement
5
AI Agents

The Challenge

Celtic Knot Jewellery was spending $377K per quarter on advertising — primarily Meta Ads — to maintain revenue for their Irish heritage jewelry brand. The team was drowning in agency fees, generic AI outputs, and campaigns that treated Celtic Knot like any other jewelry brand.

Every AI tool they tried produced the same bland copy: "A luxurious piece of jewelry, perfect for any occasion." Nothing captured the 400 years of Celtic heritage, the artisan craftsmanship, or the deep cultural symbolism woven into every piece.

The brand was profitable but inefficient. The question wasn't whether to use AI — it was whether AI could truly understand what made Celtic Knot different.

The Approach

Instead of feeding prompts into generic AI tools, we built a 33-specification Brand Intelligence Operating System (BIOS) — a machine-readable framework that captures everything about Celtic Knot's identity, audience, products, and voice.

The BIOS isn't a prompt template. It's constraint architecture:

  • Brand Ethos: The "Ancient Modern" identity — heritage symbols reimagined for contemporary life
  • Customer Archetypes: 5 distinct buyer profiles, each with unique motivations and purchase triggers
  • Brand Voice: Specific tone rules, forbidden phrases, and cultural sensitivities
  • Product Intelligence: Every collection cataloged with symbolism, materials, pricing rationale
  • Visual Standards: Color palettes, photography direction, typography rules

From this BIOS, we emerged 5 AI brand agents — each named in Irish tradition, each with a distinct role:

Agent Role Domain
Seanmháthair Brand Guardian Identity integrity
Ceardaí Craftkeeper Product knowledge
Seanchaí Storyteller Content strategy
Fáilte Welcomer Conversion & CX
Cosantóir Resolver Customer protection

These agents don't just generate content — they constrain each other. Seanchaí can't write copy that Seanmháthair wouldn't approve. Fáilte can't create offers that undermine the brand positioning Ceardaí protects.

The Results

Celtic Knot Jewellery

Q4 2024 vs Q4 2025

The same brand. Different systems. BIOS-powered results.

Metric2024 Q42025 Q4DifferencePerformance
Revenue
Shopify Sales$567,512.21$306,979.65-$260,532.56-45.91%
Shopify Orders3,3811,247-2,134-63.12%
Facebook Ads Spend-$376,663.95-$83,347.17-$293,316.78-77.87%
Profitability
Net Revenue after Ad Spend$190,848.26$223,632.48$32,784.2217.18%
COGS-$81,617.34-$29,628.72-$51,988.62-63.70%
Contribution Margin$109,230.92$194,003.76$84,772.8477.61%
Efficiency
AOV$167.85$246.17$78.3246.66%
CPA-$111.41-$66.84-$44.57-40.00%
ROAS1.51x3.68x2.18x144.45%
Bottom Line
Total Exposure-$458,281.29-$112,975.89-$345,305.40-75.35%
ROI23.83%171.72%147.89%620.46%
Context-First AI Development · Moore 2026 · doi.org/10.5281/zenodo.18842764

The counterintuitive insight: spending less with better intelligence produced dramatically better results. The BIOS-powered agents created campaigns so precisely targeted that the brand could reduce volume while increasing conversion quality.

The System

Celtic Knot was the original testbed for the Context-First AI Development methodology. Everything we built here — the BIOS framework, the agent emergence process, the constraint architecture — became the foundation for every project that followed.

The CRO landing page transformation tells the story visually. The standard Shopify collection page at shop.celtic-knot.com/collections/triquetra was replaced with a purpose-built Next.js conversion page at trinity.celtic-knot.com — with full-funnel measurement, archetype-based personalization, and BIOS-driven copy.

The Landing Experience

Before — Shopify Collection
After — trinity.celtic-knot.com
Before — Shopify Collection
After — trinity.celtic-knot.com
Drag to compare
Shopify collection page → Purpose-built Next.js landing page

The Shopping Experience

Before — Generic Grid
After — Bundle Configurator
Before — Generic Grid
After — Bundle Configurator
Drag to compare
Standard product grid → Bundle configurator (+46% AOV)

This isn't theoretical. Celtic Knot is a live, revenue-generating brand. The methodology was born from solving real business problems with real money on the line.

Behind the Build

BIOS Methodology

A look under the hood. These are authentic, unedited artifacts generated by the Agentic Emergence operating system during the build phase of this project.

// Campaign Briefread-only
# St. Patrick's Day 2026 — Campaign Brief

> **Celtic Knot Jewellery** | Campaign Intelligence Working Document
> Last updated: February 15, 2026
> Status: **PLANNING**

---

## 1. Campaign Overview

**Campaign name:** St. Patrick's Day 2026 — Timeless Triquetra
**Window:** February 17 – March 17, 2026 (29 days)
**Shipping deadline:** March 12, 2026 (honest urgency — Brand Rule #3)
**Landing page:** https://trinity.celtic-knot.com/
**Hero offer:** Timeless Triquetra™ Collection — Sterling Silver + 14K Solid Gold
**Platform:** Headless Shopify (Vercel + Storefront API) — purpose-built for CRO
**Objective:** Profitable conversion (Purchase) with secondary mid-funnel feeding

---

## 2. Why This Campaign

St. Patrick's Day is the **peak activation month for Aoife (Heritage Keeper)** — our second-largest archetype at 20% of the customer base. These customers buy to declare identity, not because of a sale. The Triquetra is the perfect symbol: 5,000 years of Irish heritage, universally meaningful (faith-hope-love, past-present-future), and our highest-margin bundle.

**Target ROAS:** > 2.4x (scaling floor) | 3.0x (optimization target)
**Target CPA:** < $60 (vs. current $94.64)

### Budget & Scaling Rules

| Parameter | Value |
|-----------|-------|
| **Current daily spend** | ~$400/day |
| **SPD launch spend** | $600/day |
| **Scale ceiling** | $1,200/day |
| **Scale condition** | ROAS holds > 2.4x AND inventory supports volume |
| **Campaign total (29 days)** | $17,400 @ $600/day → up to $34,800 @ $1,200/day |
| **Revenue target @ 2.4x** | $41,760 (floor) → $83,520 (scaled) |
| **Revenue target @ 3.0x** | $52,200 (floor) → $104,400 (scaled) |

**Scaling protocol:**
1. Launch at $600/day on Feb 17
2. Monitor daily ROAS via `python fb_ads_cli.py account --days 3`
3. If 3-day rolling ROAS > 2.4x after 5 days → increase to $800/day
4. If 3-day rolling ROAS holds > 2.4x after 3 more days → increase to $1,000/day
5. If still holding → push to $1,200/day ceiling
6. If ROAS drops below 2.0x at any stage → pull back to previous level
7. Inventory check required before each scale-up

---

## 3. Product Catalog — Timeless Triquetra™ Collection

**Source:** `product-sets/timeless-triquetra-products.csv` (6 products, 91 variants)
**Landing page:** https://trinity.celtic-knot.com/ (Vercel + Shopify Storefront API, headless CRO)

### Sterling Silver Tier (Entry / Hero Offer)

| Product | Price | SKU Prefix |
|---------|-------|------------|
| **Timeless Triquetra™ Pendant** (18K White Gold Plated) | $199 | TTP-S925 |
| **Timeless Triquetra™ Earrings** (18K White Gold Plated) | $179 | TTE-S925 |
| **Timeless Triquetra™ Filigree Ring** (18K White Gold Plated) | $229 | TFR-S925 |
| **3-Piece Set Bundle** | ~$407 (save $200 / 33%) | — |

This is the **primary ad offer** — accessible price point, 18K white gold plated 925 sterling silver. The $407 bundle with $200 savings is the conversion anchor. Ring available in sizes US 6–10.

### 14K Solid Gold Tier (Upsell / High-AOV)

| Product | Price Range | Variants | Colors |
|---------|-------------|----------|--------|
| **14K Gold Pendant** | $1,299 – $2,199 | 12 (lab/natural diamond, 3 golds) | White, Yellow, Rose |
| **14K Gold Earrings** | $1,799 – $14,999 | 12 (lab/natural diamond, 3 golds) | White, Yellow, Rose |
| **14K Gold Filigree Ring** | $1,499 – $5,999 | 60 (4 stone tiers × 3 golds × 5 sizes) | White, Yellow, Rose |

The 14K tier serves two purposes: it signals luxury craftsmanship (even if most visitors buy sterling) and captures high-AOV purchases from Connor (Collector) and Seamus (Devoted Husband) with larger budgets. A single 14K sale at $2,999 equals ~7.4 sterling bundle sales.

### Product Strategy for Ads

- **Hero creative:** Sterling Silver 3-piece set @ $407 bundle price
- **Carousel slides:** Individual pieces (Pendant → Earrings → Ring → Bundle)
- **Upsell path:** Landing page handles tier upgrade to 14K — don't complicate the ad with gold pricing
- **Retargeting:** Show the specific product they viewed (DPA via Shopify catalog)

---

## 4. Current Performance Baseline (90-Day)

| Metric | Value | Target | Gap |
|--------|-------|--------|-----|
| Spend | $79,878 | — | — |
| Revenue | $188,015 | — | — |
| ROAS | 2.35x | 3.0x | -0.65x |
| AOV | $222.77 | $190+ | ✅ Exceeding |
| CPA | $94.64 | <$60 | +$34.64 |
| Click → Purchase | 1.53% | 2.5% | -0.97% |
| Content View → ATC | 9.66% | 15%+ | -5.34% |
| ATC → Purchase | 32.6% | 40%+ | -7.4% |

**Diagnosis:** AOV is strong ($222.77 exceeds $190 target), but CPA is 58% above target. The funnel leaks hardest at Content View → ATC (9.66%) — visitors see the product but don't add to cart. This suggests creative/copy isn't completing the persuasion loop on the product page.


...

Celtic Knot Jewellery — Agent Team

Seanmháthair
Brand Guardian
The soul of who we are
Ceardaí
Craftkeeper
What we make
Seanchaí
Storyteller
What we say
Fáilte
Welcomer
How we invite
Cosantóir
Resolver
How we protect
The original testbed. Celtic Knot proved that a BIOS-powered brand with emerged AI agents outperforms a traditional ad-heavy approach by orders of magnitude.

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