UGCBot — Send a Product Photo to Telegram, Get a Publish-Ready UGC Video Ad in 4 Minutes
DTC founders are paying $300/video to UGC creators who take two weeks to deliver. Send a product photo to a Telegram bot, get a scripted, voiced, motion-edited video ad back before your coffee cools. No Adobe, no freelancer, no waiting.
Difficulty
intermediate
Category
Creator Tool
Market Demand
Very High
Revenue Score
8/10
Platform
Bot / Integration
Vibe Code Friendly
No
Hackathon Score
🏆 8/10
Validated by Real Pain
— sourced from real community discussions
DTC store owners on Reddit and in Facebook groups report spending $200-500 per UGC video and waiting 1-2 weeks per batch, with no fast automated alternative that accepts a simple product photo as input.
What is it?
Shopify store owners in DTC Facebook groups constantly complain that UGC video ads cost $200-500 each and take 1-2 weeks per batch. The workaround is CapCut templates that look like every other store, or Fiverr creators who ghost after payment. UGCBot wires a Telegram bot to RunwayML for video generation, ElevenLabs for voiceover, and a pre-built motion template library — product photo in, branded video ad out in under 5 minutes. The $49/month plan covers 5 videos, enough for weekly ad testing. This is buildable right now because Telegram bots, RunwayML image-to-video, and ElevenLabs APIs are all stable, documented, and cheap enough to keep gross margins above 70%.
Why now?
RunwayML Gen-3 image-to-video API became stable and affordable in mid-2025, making sub-$1 per video generation viable for the first time — the margin math finally works for a $49/month product.
- ▸Telegram bot receives product photo and generates UGC video via RunwayML image-to-video in under 5 minutes.
- ▸ElevenLabs voiceover auto-generated from a product description the user sends alongside the photo.
- ▸5 pre-built motion/caption overlay templates optimised for Meta and TikTok aspect ratios.
- ▸Cloudflare R2 output storage with a direct download link returned to the Telegram chat.
Target Audience
DTC Shopify store owners running Meta/TikTok ads, estimated 400k+ active stores spending on creative.
Example Use Case
Sara runs a Shopify candle store, sends 3 product photos Monday morning, gets 3 UGC-style video ads with voiceover by lunch, uploads directly to Meta Ads Manager, saves $900 and 2 weeks per batch.
User Stories
- ▸As a DTC Shopify store owner, I want to send a product photo to a Telegram bot and receive a finished UGC video ad, so that I can test new ad creatives daily without hiring a freelancer.
- ▸As a media buyer, I want to generate 5 video ad variations from one product photo, so that I can A/B test creatives without a creative team.
- ▸As an agency owner, I want to produce client UGC video ads in under 10 minutes, so that I can increase margins without increasing headcount.
Done When
- ✓Video generation: done when user sends a Telegram photo and receives a playable MP4 download link within 5 minutes.
- ✓Quota gating: done when user who has used all free videos sees an upgrade prompt in Telegram instead of a new video.
- ✓Stripe subscription: done when user pays via Stripe link, quota resets to 5, and next video generates successfully.
- ✓ElevenLabs voiceover: done when output video has audible narration matching the product description text sent by the user.
Is it worth building?
$49/month x 50 users = $2,450 MRR at month 2. $99/month x 200 users = $19,800 MRR at month 5. Realistic: 50 paying users by month 2 via DTC Facebook groups.
Unit Economics
CAC: $15 via TikTok organic demo content. LTV: $490 (10 months at $49/month). Payback: 1 month. Gross margin: 72%.
Business Model
SaaS subscription
Monetization Path
Free trial: 2 videos. $49/month: 5 videos. $99/month: 15 videos. Overage at $12/video.
Revenue Timeline
First dollar: week 2 via beta upgrade. $1k MRR: month 2. $5k MRR: month 5. $10k MRR: month 10.
Estimated Monthly Cost
RunwayML API: $60, ElevenLabs: $22, Supabase: $25, Vercel/Railway: $20, Stripe fees: $25. Total: ~$152/month at launch.
Profit Potential
Full-time viable at $5k-$10k MRR with 100-200 active subscribers.
Scalability
High — add style packs, brand voice presets, team plans, white-label for agencies.
Success Metrics
Week 1: 50 Telegram bot activations. Week 2: 10 paid. Month 2: 40 paid, under 15% churn.
Launch & Validation Plan
Post a demo video of the bot in action in 3 DTC Shopify Facebook groups, collect 20 DMs of interest before writing a line of code.
Customer Acquisition Strategy
First customer: post a 60-second TikTok showing a product photo turning into a finished ad, DM every comment asking how. Ongoing: DTC Facebook groups, r/shopify, cold DMs to Shopify stores under 10k Instagram followers running ads.
What's the competition?
Competition Level
Medium
Similar Products
Creatify AI for UGC video generation, Arcads for avatar ads, CapCut templates — none offer a zero-UI Telegram bot with instant turnaround for product photos.
Competitive Advantage
Zero-UI friction — lives in Telegram the founder already has open, 90% cheaper than freelance UGC, output in minutes not weeks.
Regulatory Risks
GDPR compliance for EU user photo data. Ensure product photos uploaded are not stored longer than needed — add auto-delete policy.
What's the roadmap?
Feature Roadmap
V1 (launch): Telegram bot, RunwayML video, ElevenLabs voice, Stripe gating. V2 (month 2-3): style template picker, direct TikTok aspect ratio. V3 (month 4+): team plans, agency white-label, Meta Ads API direct upload.
Milestone Plan
Phase 1 (Week 1-2): bot running, video generated, R2 storage working. Phase 2 (Week 3-4): Stripe gating live, 10 beta users generating videos. Phase 3 (Month 2): 40 paying users, churn measured, V2 features scoped.
How do you build it?
Tech Stack
Python FastAPI, Telegram Bot API, RunwayML API, ElevenLabs API, Supabase, Cloudflare R2, Stripe — build backend with Cursor, landing page with Lovable.
Suggested Frameworks
python-telegram-bot, RunwayML Python SDK, ElevenLabs API client
Time to Ship
2 weeks
Required Skills
Telegram bot setup, RunwayML API, ElevenLabs API, Stripe billing, Supabase storage.
Resources
RunwayML docs, python-telegram-bot docs, ElevenLabs API docs, Stripe Python SDK.
MVP Scope
bot/main.py (Telegram webhook handler), api/generate.py (RunwayML + ElevenLabs pipeline), api/stripe_webhook.py (subscription gating), lib/templates.py (overlay presets), lib/storage.py (R2 upload/download), db/schema.sql (users + jobs tables), .env.example (all required keys), landing/index.html (simple Lovable page).
Core User Journey
Send photo to bot -> receive video ad link in Telegram -> download and upload to Meta Ads -> upgrade to paid plan.
Architecture Pattern
Telegram message -> FastAPI webhook -> RunwayML image-to-video -> ElevenLabs TTS -> FFmpeg overlay merge -> R2 upload -> Telegram reply with download link.
Data Model
User has subscription tier and video quota. Job belongs to User, has status, input photo URL, output video URL, and timestamp.
Integration Points
Telegram Bot API for messaging, RunwayML for video generation, ElevenLabs for voiceover, Cloudflare R2 for storage, Stripe for subscriptions, Supabase for user data.
V1 Scope Boundaries
V1 excludes: web UI, team accounts, custom brand fonts, direct Meta Ads API upload, mobile app.
Success Definition
A DTC store owner the founder has never met sends a product photo, receives a finished video ad, and upgrades to paid without any support interaction.
Challenges
RunwayML API costs per video generation can eat margin fast — must batch prompts and cap resolution at launch. Distribution is the harder problem: DTC Facebook groups are noisy, so the demo video shared on TikTok is the real acquisition channel.
Avoid These Pitfalls
Do not let free-tier users burn your RunwayML credits without email capture — gate free videos behind Stripe free trial from day one. Do not add style customisation before validating the base output quality converts to paying customers.
Security Requirements
Telegram user ID maps to Supabase user row with RLS. Product photos auto-deleted from R2 after 48 hours. Rate limit: 3 video jobs per hour per user via Redis counter.
Infrastructure Plan
FastAPI on Railway, Supabase for DB, Cloudflare R2 for video storage, GitHub Actions for deploy. Sentry for errors, Railway metrics for monitoring.
Performance Targets
Expected 50 DAU at launch generating 250 videos/day. RunwayML job target: under 3 minutes. Telegram response: under 2 seconds for acknowledgement message.
Go-Live Checklist
- ☐Security audit complete.
- ☐Payment flow tested end-to-end.
- ☐Error tracking (Sentry) live.
- ☐Monitoring dashboard configured.
- ☐Custom domain set up with SSL.
- ☐Privacy policy and terms published.
- ☐5+ beta users signed off.
- ☐Rollback plan documented.
- ☐Launch post drafted for ProductHunt and Reddit.
First Run Experience
On first run: bot responds immediately with a welcome message and a sample output video link. User can immediately send any product photo and receive a demo video. No manual config required: first 2 videos are free with no credit card.
How to build it, step by step
1. Define Supabase schema: users table with stripe_customer_id and video_quota, jobs table with status and URLs. 2. Register Telegram bot via BotFather and set webhook to Railway/FastAPI URL. 3. Build FastAPI endpoint that receives Telegram photo messages and queues a job. 4. Integrate RunwayML image-to-video API call with a fixed prompt template. 5. Integrate ElevenLabs TTS using product description text from the same Telegram message. 6. Use FFmpeg on Railway to merge video and audio with a caption overlay. 7. Upload final MP4 to Cloudflare R2 and return presigned download URL to Telegram. 8. Wire Stripe webhook to increment video_quota on subscription activation. 9. Add quota check middleware that sends a Telegram message prompting upgrade when quota hits zero. 10. Verify: send a real product photo, receive a complete video ad, confirm quota decrements and upgrade flow works end-to-end.
Generated
June 15, 2026
Model
claude-sonnet-4-6
Disclaimer: Ideas on this site are AI-generated and may contain inaccuracies. Revenue estimates, market demand figures, and financial projections are illustrative assumptions only — not financial advice. Do your own research before making any business or investment decisions. Technology availability, pricing, and market conditions change rapidly; always verify details independently.