GameAdForge

AI-powered ad creatives that slash costs and boost mobile game installs by 3x

Score: 8.1/10BrazilMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Small gaming businesses are hit with skyrocketing ad costs on Facebook and Google while seeing poor conversion rates for their mobile games.

Solution

GameAdForge uses AI to generate hyper-targeted ad visuals, copy, and videos tailored for mobile games, optimizing for Facebook and Google algorithms. It analyzes your game assets and audience data to create high-converting creatives automatically. Upload your game screenshots, set your target, and deploy ready-to-run ads that cut costs while improving ROI.

Target Audience

Small gaming businesses promoting mobile games

Differentiator

Exclusive mobile game asset integration with genre-specific templates (e.g., RPG hooks, endless runner effects) that generic tools lack

Brand Voice

edgy

Features

AI Creative Generator

must-have20h

Generate ad images/videos from game screenshots and descriptions

Performance Predictor

must-have15h

AI scores creatives for predicted CTR and conversion before launch

A/B Test Launcher

must-have18h

Auto-launch A/B tests on FB/Google with generated variants

Asset Library

must-have10h

Upload and store game assets for reuse across campaigns

Export Suite

must-have8h

One-click export to FB Ads Manager or Google Ads formats

Analytics Dashboard

nice-to-have12h

Track real ad performance and iterate on winners

Template Marketplace

nice-to-have10h

Community-shared game genre templates

Video Editor

future25h

Simple drag-drop editor for ad videos

Total Build Time: 118 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo
stripe_idtextYes

projects

ColumnTypeNullable
iduuidNo
user_iduuidNo
nametextNo
game_genretextNo

Relationships:

  • user_id -> users.id

creatives

ColumnTypeNullable
iduuidNo
project_iduuidNo
image_urltextNo
copy_texttextNo
predicted_ctrfloatYes
created_attimestampNo

Relationships:

  • project_id -> projects.id

API Endpoints

POST
/api/creatives/generate

Generate new ad creatives from project data

🔒 Auth Required
GET
/api/projects

List user's projects

🔒 Auth Required
POST
/api/creatives/[id]/predict

Score creative performance

🔒 Auth Required
POST
/api/ad-accounts

Connect FB/Google accounts

🔒 Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind CSS + shadcn/ui
Backend
Next.js API routes + Supabase Edge Functions
Database
Supabase Postgres
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
OpenAI APICloudinary

Build Timeline

Week 1: Setup and auth

25h
  • Project scaffolding
  • User auth
  • Basic dashboard

Week 2: Core AI generation

30h
  • Asset upload
  • AI creative endpoint
  • Preview UI

Week 3: Prediction and export

25h
  • Performance predictor
  • Export features
  • Project CRUD

Week 4: Integrations and testing

20h
  • Ad account connect
  • A/B launcher
  • Beta testing

Week 5: Polish and analytics

20h
  • Dashboard charts
  • Nice-to-haves
  • Mobile responsive

Week 6: Launch prep

15h
  • Landing page
  • Payments
  • Deploy
Total Timeline: 6 weeks • 145 hours

Pricing Tiers

Free

$0/mo

No A/B testing

  • 5 creatives/month
  • Basic predictions
  • Image export

Pro

$29/mo

1 ad account

  • Unlimited creatives
  • A/B testing
  • Video gen
  • Analytics

Enterprise

$99/mo

Unlimited accounts

  • All Pro + Team seats
  • API access
  • Priority support
  • Custom templates

Revenue Projections

MonthUsersConversionMRRARR
Month 1303%$30$360
Month 63008%$700$8,400

Unit Economics

$40
CAC
$350
LTV
5%
Churn
92%
Margin
LTV:CAC Ratio: 8.8xExcellent!

Landing Page Copy

Cut Mobile Game Ad Costs 50% with AI Creatives

GameAdForge turns your screenshots into conversion machines – no design skills needed.

Feature Highlights

3x better conversions
FB/Google ready exports
Genre-smart AI
A/B auto-tests

Social Proof (Placeholders)

"'Doubled installs overnight!' - Indie Dev"
"'Finally affordable ads.' - Studio Owner"

First Three Customers

DM 20 indie devs on r/gamedev and r/Unity3D with a free creative demo using their game screenshot. Offer 1-month free Pro after feedback. Join mobile game Discords like Mobile Game Dev and share beta access.

Launch Channels

Product Huntr/gamedevr/SaaSIndie Hackers

SEO Keywords

mobile game ad creativesAI facebook ads for gamesgoogle ads optimizer mobile games

Competitive Analysis

AdCreative.ai

adcreative.ai
$29/mo
Strength

General AI creatives

Weakness

No game-specific templates

Our Advantage

Tailored for mobile games with asset integration

🏰 Moat Strategy

Proprietary dataset of winning game ad creatives for AI fine-tuning

⏰ Why Now?

FB/Google ad costs up 40% in 2024, AI image gen costs plummeted

Risks & Mitigation

technicalmedium severity

AI output quality varies

Mitigation

Human-curated prompts + user feedback loop

marketlow severity

Indies stick to manual design

Mitigation

Free tier demos

Validation Roadmap

pre-build7 days

Interview 10 indie devs on ad pains

Success: 80% confirm creative as top pain

mvp14 days

Get 5 beta users generating 20 creatives

Success: 50% report improved CTR

Pivot Options

  • General app ad tool
  • Static image only for speed

Quick Stats

Build Time
145h
Target MRR (6 mo)
$2,000
Market Size
$500.0M
Features
8
Database Tables
3
API Endpoints
4