ShipAI
v2.0 Commercial Engine
Stop wasting 30+ hours re-writing JWT authentication, Bcrypt security, CORS policies, and broken regex parsers for LLM outputs. ShipAI gives you a clean, tested FastAPI + Google Gemini Structured JSON engine + Streamlit UI out of the box.
Don't just buy a blank wrapper. ShipAI v2.0 ships with 5 pre-engineered vertical SaaS templates + a SaaS Credit & Gumroad License Verification Engine. Click any preset below to test the structured JSON pipeline live:
{
"status": "success",
"preset_used": "saas_validator",
"plan_tier": "pro",
"credits_remaining": 9,
"summary": "Viability Score: 89/100 — High-margin B2B painkiller with immediate ROI for freight brokers.",
"key_points": [
"Logistics agencies lose 12+ hrs/week manually matching PDF bills of lading against ERP invoices",
"High willingness-to-pay ($99-$249/mo) because preventing a single billing error pays for the annual plan",
"Google Gemini 3.5 Flash native multimodal JSON extracts line-items without brittle OCR templates"
],
"action_items": [
"Launch a free 'Freight Invoice Discrepancy Checker' lead magnet using ShipAI's /process-ai route",
"Price tiers at $49 Starter (100 invoices/mo) and $149 Pro via ShipAI's built-in credit quota engine",
"Direct-message 25 regional 3PL operations managers on LinkedIn with a 60-second Streamlit demo video"
]
}
Click any file in the tree below to preview the exact production modules included in your download.
def consume_user_credit(email: str, cost: int = 1) -> Dict[str, Any]:
wallet = ensure_user_wallet(email)
if wallet["plan_tier"] != "agency" and wallet["credits_remaining"] < cost:
raise HTTPException(
status_code=status.HTTP_402_PAYMENT_REQUIRED,
detail="Insufficient AI credits. Activate a Pro license at /api/v1/billing/activate-license."
)
if wallet["plan_tier"] != "agency":
wallet["credits_remaining"] -= cost
wallet["total_generations"] += 1
return wallet
# Also includes live Gumroad /v2/licenses/verify integration so you can
# sell subscription keys to your own SaaS users out of the box!
No mockups or vaporware. Below is the actual recorded flow: registering a user in Swagger UI, receiving a signed HS256 JWT token, and executing a live Google Gemini task inside the Streamlit dashboard.
{
"status": "success",
"summary": "AI Micro-SaaS presents strong growth in 2026...",
"key_points": [
"Hyper-niche vertical workflow automation",
"Strict JSON outputs eliminate parsing failures"
],
"action_items": [
"Clone ShipAI & add GEMINI_API_KEY in .env",
"Customize system_instruction for your niche"
]
}
Every file is clean, modular, and strictly typed so you can pivot the prompt and schema to any vertical in under 15 minutes.
Pre-configured CORS middleware, automatic interactive OpenAPI/Swagger UI (/docs), and clean modular route separation.
Ready-to-use /auth/register and /auth/login routes with HS256 JWT bearer token verification protecting your AI credits.
Uses official google-genai SDK with response_mime_type="application/json" and automatic multi-model fallback.
Validates email formats, minimum password strength, input context, and AI JSON fields (status, summary, key_points, action_items).
Interactive frontend dashboard (included in Pro & Agency tiers) pre-wired to your protected FastAPI endpoint with token sidebar controls.
Multi-service Dockerfile, docker-compose.yml, automated test suite, and deployment guide for Render, Railway & Cloud Run.
ChatGPT writes 2023 tutorial snippets that crash in production. ShipAI v2.0 gives you a complete commercial SaaS monetization engine.
ValueError: password cannot be longer than 72 bytesgoogle-generativeai SDK or retired gemini-2.5-flash (HTTP 404)app/monetization.py)gemini-3.5-flash → lite-latest → 3.8-flash)Pay once, build unlimited AI Micro-SaaS products forever. Instant ZIP download right after checkout.
Ideal for backend engineers who already have their own frontend and want a rock-solid FastAPI + Gemini JSON engine.
app/main.py)app/auth.py)app/ai_engine.py)app/schemas.py)Complete end-to-end Micro-SaaS kit with the interactive Streamlit Executive Dashboard and full automated test suite.
dashboard.py)For AI agencies, consultancies, and dev teams shipping multiple white-label AI solutions for paying clients.
Dockerfile + docker-compose.yml)Download ShipAI v2.0, test all 5 Micro-SaaS verticals and the SaaS credit billing engine. If it doesn't save you at least 30 hours of backend engineering, reply to your Gumroad receipt within 30 days for a full refund.
Download our free FastAPI + Gemini Structured JSON Engineering Cheat Sheet ($0) and get an exclusive 30% reader upgrade coupon inside: Get Free Blueprint ($0) →
No! ShipAI works out-of-the-box with a free Google AI Studio API key (aistudio.google.com). Simply paste your key into .env and start processing structured AI tasks immediately.
You receive an Unlimited Commercial License to build and monetize as many Micro-SaaS apps as you wish (and unlimited client deliveries on the Agency tier). The only restriction is that you cannot redistribute or resell the raw boilerplate zip itself as a competing template.
In less than 5 minutes. Edit AIStructuredResponse inside app/schemas.py and tweak the system_instruction string in app/ai_engine.py. FastAPI and Gemini handle the rest automatically.