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:

Productized, fixed-scope diagnostic ($2.5K-$5K)
90-day sprint with defined deliverables ($5K-$8K/mo)
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:

FTC endorsement guidelines for influencer/UGC content — Creative lead must have this embedded in workflow
Data privacy (CCPA/GDPR for US consumers) — must be in MSA from day 1
Platform policy violations on Meta/Google can get client accounts banned — Paid Media lead must maintain up-to-date policy knowledge base
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."

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

AI Venture Studio · AI US Growth Agency