CreepGuard

AI guards your ad campaigns from unpaid revisions with smart alerts.

Score: 8.0/10FranceHard BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Marketing freelancers endure endless client revisions on ad campaigns without payment for scope changes, causing burnout.

Solution

CreepGuard's AI scans revision requests via email/chat uploads, categorizes scope creep, and suggests billing amounts. Freelancers share AI-generated reports with clients for instant negotiation leverage. Prevent burnout by proactively flagging and pricing changes before work starts.

Target Audience

Independent marketing freelancers managing ad campaigns for clients

Differentiator

AI-powered creep detection from natural language requests, specialized for ad creatives/campaigns unlike manual tools.

Brand Voice

friendly

Features

AI Revision Scanner

must-have25h

Upload email/screenshot, AI detects and prices scope changes.

Alert Dashboard

must-have15h

Prioritized list of potential creeps with risk scores.

Report Generator

must-have12h

One-click client-ready reports with pricing.

Campaign Library

must-have14h

Store past campaigns for AI context.

Integration Hooks

must-have18h

Email forwarding for auto-scan.

Trend Analytics

nice-to-have10h

Client-specific creep patterns.

Custom AI Prompts

nice-to-have12h

Train on your pricing model.

Mobile Uploads

nice-to-have8h

Scan from phone.

Total Build Time: 114 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo

Relationships:

  • one-to-many with campaigns

campaigns

ColumnTypeNullable
iduuidNo
user_iduuidNo
nametextNo
context_notestextYes

Relationships:

  • foreign key to users.id
  • one-to-many with scans

scans

ColumnTypeNullable
iduuidNo
campaign_iduuidYes
input_texttextNo
ai_scoreintNo
suggested_priceintNo
created_attimestampNo

Relationships:

  • foreign key to campaigns.id

API Endpoints

POST
/api/scan

AI analyze revision text/image

🔒 Auth Required
POST
/api/campaigns

Add campaign context

🔒 Auth Required
GET
/api/scans

List user scans

🔒 Auth Required
GET
/api/reports/:scanId

Generate client report

🔒 Auth Required
POST
/api/integrations/webhook

Email forward scan

🔒 Auth Required

Tech Stack

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

Build Timeline

Week 1: Auth and basic UI

25h
  • Dashboard
  • Campaign library

Week 2: AI integration

35h
  • Scanner core
  • Prompt engineering

Week 3: Reports and alerts

30h
  • Report gen
  • Dashboard viz

Week 4: Integrations

25h
  • Email hooks
  • Mobile support

Week 5: Polish and analytics

20h
  • Trends
  • QA

Week 6: Optimize AI costs

15h
  • Caching
  • Launch page

Week 7: Final testing

10h
  • Edge cases
  • Docs

Week 8: Buffer

10h
  • Metrics tracking
Total Timeline: 8 weeks • 170 hours

Pricing Tiers

Free

$0/mo

No reports

  • 10 scans/month
  • Basic AI

Pro

$35/mo
  • Unlimited scans
  • Reports
  • Integrations

Elite

$69/mo
  • All Pro + Custom AI
  • Priority scans
  • Analytics

Revenue Projections

MonthUsersConversionMRRARR
Month 1405%$70$840
Month 640010%$1,400$16,800

Unit Economics

$20
CAC
$400
LTV
6%
Churn
80%
Margin
LTV:CAC Ratio: 20.0xExcellent!

Landing Page Copy

AI Detects Scope Creep in Your Ad Revisions

Upload client requests, get instant pricing suggestions and reports – reclaim your time.

Feature Highlights

AI natural language analysis
Risk-scored alerts
Pro client reports
Email auto-scan

Social Proof (Placeholders)

"'AI nailed every creep case.' - Tom R."
"'Game-changer for negotiations.' - Eva S."

First Three Customers

Share AI demo video on Twitter #marketingtwitter, offer free month to freelancers in Facebook ad groups, cold DM 30 from Hunter.io email finder for 'facebook ads freelancer'.

Launch Channels

Product Huntr/marketingr/SaaSHacker NewsTwitter

SEO Keywords

ai scope creep detectorad revision ai analyzerfreelancer creep guardmarketing ai billing suggestionsscope creep ai tool

Competitive Analysis

Claude AI (manual)

anthropic.com
Usage-based
Strength

General AI

Weakness

No workflow or ad focus

Our Advantage

SaaS workflow for freelancers

$19/mo
Strength

Task AI

Weakness

No billing/revision specific

Our Advantage

Ad marketing niche

🏰 Moat Strategy

AI fine-tuned on anonymized revision data for superior accuracy.

⏰ Why Now?

AI accessibility exploded, freelancers overwhelmed by AI-accelerated client demands.

Risks & Mitigation

technicalhigh severity

AI accuracy varies

Mitigation

Human override + iterative prompts

financialmedium severity

OpenAI costs spike

Mitigation

Usage caps + caching

marketlow severity

AI skepticism

Mitigation

Demo videos + free tier

Validation Roadmap

pre-build7 days

Manual AI test on 100 samples

Success: 85% accuracy

mvp14 days

20 beta scans

Success: 80% users report value

growth30 days

Referral program

Success: 20% referral rate

Pivot Options

  • General AI project analyzer
  • Client-side AI negotiator
  • Enterprise compliance tool

Quick Stats

Build Time
170h
Target MRR (6 mo)
$5,000
Market Size
$6000.0M
Features
8
Database Tables
3
API Endpoints
5