frontrun
startup discovery platform
AI · Founded 2026 · United States
- AI
- Fintech
- Analytics
- Crypto & Web3
Can you vibecode this?
Yes
The core loop — poll X follow graphs, detect new follows, classify accounts, generate briefs, draft DMs — is pure code. The feed, reports, API, and MCP server all ship. No licence, no catalogue to compile by hand, no human delivery.
The business
Total revenueEstimated from public sources and the business’s own reporting, not independently verified.
$25K+
Verified recently
Monthly revenueEstimated from public sources and the business’s own reporting, not independently verified.
$4K+/mo
↑ Growing · 60-day average
Peak month
~$5K
Best single month
Growth
~3×
Early months vs recent
Profit margin
80%
For owners
Own frontrun? List it for sale.
Founders read this page looking for a business to build like your $4K+/mo one — some would rather buy one that already works. They skip the line, you get a clean exit. $25 one-time, no commission.
Why it works
Value proposition
Flags startups weeks before rounds are announced, from investor follow graphs.
Problem
VCs only hear about deals after they are already public.
Audience
VCs, angel investors and deal-sourcing teams.
Business model
Monthly subscription at two tiers; Pro adds API and MCP access, billed with Stripe.
Can you vibecode this?
Yes
The core loop — poll X follow graphs, detect new follows, classify accounts, generate briefs, draft DMs — is pure code. The feed, reports, API, and MCP server all ship. No licence, no catalogue to compile by hand, no human delivery.
Moat
- Proprietary data
- Switching costs
- Ecosystem embedding
Why people pay frontrun
Frontrun has a 42,000+ company database and follow-graph history from 2,000+ tracked investor accounts built up over time. A fresh copy starts with no history, no signal backlog, and no pre-wired integrations into investors' daily reports, Slack, Telegram, and agent workflows.
Product complexity
ModerateThe product includes an MCP server and REST API alongside the core web app.
Data
ModerateThe feed depends on continuous ingestion of X follow-graph data via the X API.
Integrations & infrastructure
LowTelegram and Slack deliver daily reports through standard public APIs.
Human operations
LowDiscovery, enrichment and outreach drafting all run automatically without human work.
Regulation / hardware
LowNo financial advice or regulated activity is involved in the product.
Build this business
Use the build specification below with any AI coding tool, or build it directly with Leapd.
Build This with Leapd →Leapd builds
- Web app with discovery feed, daily reports, company briefs and outreach tools
- Starter and Pro monthly subscriptions plus per-seat Teams billing with Stripe
- X, Slack and Telegram connections
- A landing page
Leapd runs
- Cold email outreach to potential customers
- Meta ads
- LinkedIn and X posts
- SEO and AI-search visibility
- A daily report of what shipped
Opportunity check
- Passes: Proven market: $4K+/mo already paid for it
- Passes: Proven model: Monthly subscription: Starter at $49/mo, Pro at $99/mo, Teams per seat, 80% margin
- Passes: Proven need: Investors need early startup signals daily
- Passes: Buildable: Leapd builds it end to end
Build a startup discovery web app that tracks investor follow graphs on X and sells access via monthly subscription.
Product:
- Accounts with a personal dashboard showing a live feed of newly followed companies from tracked X accounts
- Tracking management: add or remove X accounts to monitor, with curated lists across Tech, VC, AI and Crypto
- AI-generated company briefs surfaced the moment a startup appears, covering overview, founders, fundraising details and social signals
- In-app outreach tool that finds the founder on X and drafts a personalised DM, sendable without leaving the app
- Daily signal reports delivered by email, Telegram and Slack, summarising new companies by sector and volume
- Watchlist and alerts for saved companies
- Full company and report history with advanced analytics
- REST API with key management for programmatic access to the discovery feed
- MCP server endpoint so customers can connect the feed to AI coding agents like Claude Code and Cursor
Billing:
- Starter at $49/month (100 tracked accounts, 7-day free trial) and Pro at $99/month (250 tracked accounts, API and MCP access, no trial); Teams billed per seat at Starter or Pro rate on one invoice, charged with Stripe.
Integrations:
- X API for follow-graph ingestion and DM sending, Slack API and Telegram API for report delivery, connected with the customer's own credentials.
Data:
- X follow-graph data pulled continuously via the X API to detect new company follows by tracked investor accounts.
Business details
Similar businesses
Questions
How much revenue does frontrun make?
frontrun has made $25K+ in revenue to date and brings in $4K+/mo, with its best month around $5K.
How does frontrun make money?
frontrun charges VCs and angels a monthly subscription for platform access, with a higher tier unlocking API and MCP access for agent workflows.
Is frontrun profitable?
Yes. frontrun reports a 80% profit margin.
Is frontrun growing?
Yes. Revenue has been rising over the last 3 months. Since its early months, monthly revenue has grown about 3×.
Can you vibecode a business like frontrun?
Yes, with Leapd. It builds the product, then helps you find customers with outreach, ads and SEO. See the build spec →
Ready to build it?
The market is proven. The opportunity is real. Build your version with Leapd.
Build This with Leapd →Founder interest
Nobody yet — be the first