# Company Proposal: AI US Growth Agency

## Identity

| Field | Value |
|-------|-------|
| company_slug | ai-us-growth-agency |
| company_type | operating_company |
| parent_company | Venture Studio (e623f345) |
| proposal_version | 1 |
| opportunity_id | user-directive-20260801 |
| operation_id | op-ai-ad-agency-20260801-001 |

## Mission

Help Chinese DTC brands already selling in the US market build a repeatable, measurable paid customer acquisition system through Meta, Google, and AI-powered creative testing — within 90 days.

## Target Customer (ICP)

- Shopify or similar standalone store
- US monthly revenue $100K-$2M
- Monthly ad budget $20K-$200K
- Product gross margin >50%
- Stable order fulfillment, inventory, and customer reviews
- No established US-based growth team
- Category: home goods, outdoor, pet (non-medical), electronics accessories, hobby/tools

## Service Hypothesis

Traditional cross-border agencies charge high retainers with opaque performance. We offer:
1. Productized, fixed-scope diagnostic ($2.5K-$5K)
2. 90-day sprint with defined deliverables ($5K-$8K/mo)
3. Ongoing management with performance-aligned pricing

Core advantage: AI-powered creative testing at scale, systematic measurement, no conflict of interest (agency never holds ad budget).

## Business Model

| Revenue Stream | Monthly Estimate | Notes |
|---------------|-----------------|-------|
| Diagnostics | $5K-$15K | 2-3 per month at $2.5K-$5K |
| 90-Day Sprints | $15K-$24K | 3 clients at $5K-$8K/mo |
| Ongoing Management | TBD | Base + % of ad spend + margin bonus |

Target MRR by Day 90: $15K-$25K

## Initial Budget

| Category | Monthly | Notes |
|----------|---------|-------|
| Hermes API (DeepSeek) | ~$100 | Agent reasoning + research |
| Tools & SaaS | $200 | Analytics, CRM, creative tools |
| Total Operating | $300/mo | Lean AI-first model |

## 30-Day Validation Plan

**Days 1-15: Foundation**
- [x] Platform audit and company creation
- [ ] Score and select ONE category to enter
- [ ] Define 3 productized offers with pricing
- [ ] Build 100-company prospect research list
- [ ] Prepare client qualification criteria
- [ ] Contracts and compliance checklists
- [ ] Deliver sample growth diagnostic report

**Days 16-30: Pipeline**
- [ ] Build sales funnel and CRM
- [ ] Prepare 20 personalized internal diagnostics
- [ ] Identify 10+ ecosystem partners
- [ ] Create 2 high-quality industry content pieces
- [ ] Establish delivery SOPs and measurement templates

## 90-Day Roadmap

**Days 31-60: First Revenue**
- Target: 2-3 paid diagnostics closed
- Target: 1+ 90-day sprint client
- Revise ICP, pricing, and pitch based on real feedback
- Set up first client delivery workspace with isolation

**Days 61-90: Validation**
- Target: 3 recurring clients
- Target MRR: $15K-$25K
- 1 published client case study (with permission)
- 2+ referrals
- Identify most effective sales channel
- Codify repeatable processes into SOPs

## Initial Team (Hermes)

| Role | Adapter | Status |
|------|---------|--------|
| Agency General Manager | hermes_local | active |
| Market & ICP Research Lead | hermes_local | idle |
| Offer & Growth Strategy Lead | hermes_local | idle |
| Sales & Partnerships Lead | hermes_local | idle |
| Creative Intelligence Lead | hermes_local | idle |
| Operations & Compliance Lead | hermes_local | idle |

## Codex Engineering Capability

| Role | Adapter | Status |
|------|---------|--------|
| Paid Media Lead (rules/automation) | codex_local | idle |
| Data & Measurement Lead (dashboards) | codex_local | idle |

## Key Metrics

| Metric | Target | Measurement |
|--------|--------|-------------|
| New customer CAC | <$50 | Shopify + ad platform data |
| New customer revenue share | >60% | First-order attribution |
| MER (Marketing Efficiency Ratio) | >3.0x | Total revenue / total ad spend |
| Contribution margin after ads | >25% | SKU-level cost model |
| First-order payback period | <60 days | CAC / monthly margin |
| 30/60/90 day repurchase | Track | Cohort analysis |

## Stop Conditions

- No sufficient ICP evidence within 30 days
- ICP unwilling to pay for diagnostics
- Delivery costs make margins unacceptable (<20% contribution)
- Compliance risks uncontainable
- CAC consistently >$100 with no path to reduce
- Platform resources or budget insufficient without approved expansion

## Risks

| Risk | Severity | Mitigation |
|------|----------|------------|
| ICP doesn't convert to paid | High | Validate with real outreach before scaling |
| US compliance/regulatory | Medium | Operations lead owns compliance checklist |
| Platform API changes break measurement | Medium | Codex maintains adapters, tested weekly |
| Creative quality requires human judgment | Medium | All AI content passes human review |
| Cross-border payment/tax complexity | Low | Partner with existing solutions, not build |

## Evidence Summary

| Source | Type | Status |
|--------|------|--------|
| Cross-border ecommerce market reports | Industry | To be verified |
| Meta/Google ad platform documentation | Official | Verified |
| DTC brand growth benchmarks | Industry | To be verified |
| Agency pricing competitive analysis | Market | To be verified |

## Critic Opinion

The single biggest risk is ICP validation. Many agencies fail because they build before proving willingness to pay. The 30-day diagnostic-first approach is sound but must be tested with real prospects immediately — not deferred. The team structure is reasonable but the Sales lead has no one to sell TO until the Research lead produces a validated ICP. These two roles must work in tight lockstep from Day 1.

Recommendation: Proceed with incubation, but gate the 90-day sprint offer behind at least 2 PAID diagnostic engagements.

## Risk Governor Opinion

Compliance risk is significant for a cross-border agency. Key concerns:
1. FTC endorsement guidelines for influencer/UGC content — Creative lead must have this embedded in workflow
2. Data privacy (CCPA/GDPR for US consumers) — must be in MSA from day 1
3. Platform policy violations on Meta/Google can get client accounts banned — Paid Media lead must maintain up-to-date policy knowledge base
4. Contractual separation between agency advisory and ad account ownership is critical for liability

Recommendation: Operations & Compliance lead should be activated immediately alongside Research lead. Do not defer legal/compliance to "later."

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*This proposal is a working document. All data marked as hypothesis or industry reference until verified.*