AppBird AI
AppBird is an AI-powered market intelligence platform for apps and games. Discover new releases, uncover hidden publisher connections, track competitors and spot early market signals. Built for studios, publishers and investors who want to find opportunities early and make smarter decisions.
Analytics · Founded 2026 · United States
- Analytics
- Games
- SaaS
- AI
Can you vibecode this?
Kinda
The dashboards, AI analysis, alerts and API are ordinary web work. The heavy part is the data: crawling millions of apps and developers across App Store, Google Play and Steam, plus ad monitoring and publisher mapping, has to be reliable and broad before anyone pays.
The business
Total revenueEstimated from public sources and the business’s own reporting, not independently verified.
$100K+
Verified recently
Monthly revenueEstimated from public sources and the business’s own reporting, not independently verified.
$35K+/mo
↑ Growing · 60-day average
Peak month
~$50K
Best single month
Growth
~8.5×
Early months vs recent
For owners
Own AppBird AI? List it for sale.
Founders read this page looking for a business to build like your $35K+/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
Shows promising apps and games early, with publisher links and market signals.
Problem
Manual scouting is slow, so teams find new releases after competitors.
Audience
Game studios, app developers, publishers and investors scouting new products.
Business model
Monthly subscriptions at two tiers, with custom team and enterprise plans.
Can you vibecode this?
Kinda
The dashboards, AI analysis, alerts and API are ordinary web work. The heavy part is the data: crawling millions of apps and developers across App Store, Google Play and Steam, plus ad monitoring and publisher mapping, has to be reliable and broad before anyone pays.
Moat
- Proprietary data
- Switching costs
Why people pay AppBird AI
AppBird already holds a large, continuously updated catalogue of apps, games and publishers across three stores, with history and customers' saved filters and Slack alerts. A fresh copy starts with none of that.
Product complexity
ModerateSearchable release feeds, publisher maps, charts, alerts, AI analysis and an API make a wide product.
Data
HighMillions of app and game records across three stores must be collected and kept current.
Integrations & infrastructure
ModerateSlack alerts, an API with MCP access and store data feeds need connecting.
Human operations
LowSoftware delivers the whole service with no people needed to fulfil it.
Regulation / hardware
LowNo licences or approvals are needed to sell market data to studios.
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
- Market intelligence web app: release feed, publisher maps, charts and alerts
- Pro and Elite monthly subscriptions plus custom team plans with Stripe
- Slack and API 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: $35K+/mo already paid for it
- Passes: Proven model: Pro $199/month, Elite $399/month, custom team and enterprise plans
- Passes: Proven need: Studios and investors need early app market signals daily
- Partly: Buildable: Leapd builds the product; the rest is months of work, or an approval you hold
Build a market intelligence web app for apps and games, sold as monthly subscriptions with a free account tier.
Product:
- Daily feed of new app and game releases from iOS, Android and Steam
- Filters by store, genre tags, developer country and release date
- Publisher mapping that shows hidden connections between studios and publishers
- Competitor tracking, top charts and ad monitoring
- AI analysis of apps and market signals
- Slack alerts for new releases and activity
- API with MCP access
- Free account that unlocks more days and apps than logged-out visitors see
- Accounts and a customer dashboard
Billing:
- Pro at $199/month, Elite at $399/month, custom team and enterprise plans, charged with Stripe.
Integrations:
- Slack, connected through its API with the customer's own credentials.
Business details
- Founded
March 2026
Less than a year old
- Country
United States
- Audience
BothGame studios, app developers, publishers and investors scouting new products, te
- Domain ratingStrength of the website's backlink profile, from 0 to 100.
0 / 100
050100
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Questions
How much revenue does AppBird AI make?
AppBird AI has made $100K+ in revenue to date and brings in $35K+/mo, with its best month around $50K.
How does AppBird AI make money?
AppBird AI sells app and game market intelligence to studios, publishers and investors through monthly Pro and Elite subscriptions, plus custom team and enterprise plans.
Is AppBird AI growing?
Yes. Revenue has been rising over the last 3 months. Since its early months, monthly revenue has grown about 8.5×.
Can you vibecode a business like AppBird AI?
Kinda, 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