Replic - Social Media Automation for Startups
Tagline: Replic helps startups gain traction by promoting and actively engaging on social, so they grow like they already have a full marketing team.
Inspiration
As founders, we know the struggle: you need to post consistently to build traction, but you're too busy coding to craft every tweet. You can't afford a marketing team, but you need to look like you have one.
The Problem:
- Hours wasted crafting social posts
- Missing engagement opportunities while building
- Inconsistent brand voice across posts
- Great product updates, no time to promote them
The Solution: AI-powered social automation with human approval built-in.
Inspiration
As founders, we know the struggle: you need to post consistently to build traction, but you're too busy coding to craft every tweet. You can't afford a marketing team, but you need to look like you have one.
The Problem:
- Hours wasted crafting social posts
- Missing engagement opportunities while building
- Inconsistent brand voice across posts
- Great product updates, no time to promote them
The Solution: AI-powered social automation with human approval built-in.
What it does
- Watch & Engage: Monitors X and Reddit for brand mentions, keywords, and watched accounts.
- Auto-Reply (On-Brand): Generates short, context-relevant replies in a chosen persona.
- Daily Posts: Creates 2–3 authentic posts per brand per day, with optional meme/image suggestions.
- Approval in Chat: One-tap approval via iMessage (Photon iMessage Kit) or WhatsApp or run fully automatic with guardrails (caps, spacing, topic filters).
- Audit Trail: Every proposed/posted item is logged with source, decision, and timestamp.
Core Features
Content Generation
- Generates on-brand posts using xAI's Grok
- Learns your brand voice from your website
- Creates engaging, authentic content automatically
Message Approval
- Every post sent to your iMessage/ Whatsapp for approval
- Approve, edit, or reject with simple commands
- Full control, zero friction
** Automated Posting**
- Schedule daily posts or post on-demand
- Integrates with X via Composio
- Tracks engagement automatically
Multi-Brand Management
- Manage multiple projects from one dashboard
- Each brand has its own voice and schedule
- Perfect for agencies and serial founders
How we built it
Frontend:
- Next.js 14 + TypeScript
- Shadcn UI components
- Supabase for real-time data
Core Services (Python/FastAPI):
- Ingress Workers: Poll X/Reddit (native APIs) and queue items.
- Rate-Limiter & Scheduler: Token buckets per platform + exponential backoff.
- Safety & Relevance: Keyword/handle match + topic filters (politics/NSFW) + duplicate suppression.
- LLM Orchestrator: Persona prompts, <300 chars, style-matching.
- Approval Gateway: iMessage/WhatsApp webhooks → approve/edit/reject → post.
- Messaging: Photon iMessage Kit; WhatsApp Business API.
- AI: xAI Grok
- Data: Supabase Postgres (Brands, Keywords, Activities, Approvals), Redis (queues, rate tokens).
Architecture
Ingress (Social Media - X/Reddit) → Queue → Filter/Guardrails → LLM Reply/Posts → Policy (auto vs. approval) → Channels (post) → Activity Log/Dashboard.
What’s novel
- Presence, not just summaries: It participates in threads with tasteful, short replies.
- Chat-native approvals: Founders approve from iMessage/WhatsApp, no dashboard hunting.
- Low-noise by design: Hard limits, spacing, topic skips, and idempotency keep it human.
Challenges we tackled
- Balancing autonomy with safety (caps, filters, approval fallback).
- Platform rate limits and posting etiquette.
- Keeping replies short, relevant, and on-voice.
What we learned
- Guardrails and tone presets matter more than fancy analytics.
- Approval in the founder’s native chat app dramatically improves adoption.
What’s next
- Multi-persona per brand (campaign modes).
- Auto-image/meme generation with safe templates.
- Cross-platform delta digest (what changed that matters across channels).
Please checkout this live demo too - https://www.youtube.com/watch?v=NrhosmBp7PQ Github-https://github.com/prabhath004/twitly
Built With
- nextjs
- python
- react
- redis
- supabase
- typescript
- xai

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