Ad spend forecasting for founders

Stop guessing.
Start growing.

Tell GrowthFox your goal and budget. Get a precise forecast, a proven channel mix, and the honest truth about your ROI โ€” before you spend a dollar.

Built for niche publishers ยท App developers ยท Bootstrapped SaaS founders

app.growthfox.io/forecast/new

Property

app.example.com

Type & Metrics

SaaS ยท $79/mo ยท 5% free-to-paid

Monthly Budget

$2,000 / month

Unit Economics

Max CPL (6-mo payback)$47.40
Avg CPL (expected)$34.50
Expected MRR added+$228/mo
Verdict: Viable

Viable โ€” max CPL is $47 at 6-month payback. Google Search and Bing are your anchors. LinkedIn CPLs ($120+) exceed threshold โ€” skip for now.

Conservative

34

sign-ups/mo

Expected

58

sign-ups/mo

Optimistic

96

sign-ups/mo

Channel Mix

Google Search Ads
$900
High-intent branded + category$3.50โ€“$9.00 CPC
Microsoft/Bing Search
$400
30โ€“40% cheaper CPCs than Google$1.80โ€“$5.00 CPC
Meta Ads
$500
Retargeting + lookalike audiences$1.20โ€“$3.50 CPC
Reddit Ads
$200
Niche subreddit targeting$0.40โ€“$1.20 CPC

Three steps to clarity

From zero to forecast in under 2 minutes.

01

Add your property

Blog, SaaS app, or mobile app. Enter your key metrics โ€” RPM, price, conversion rate. Takes 90 seconds.

02

Set your goal & budget

Choose what you want to grow โ€” sessions, sign-ups, or installs. Enter your monthly budget.

03

Get your forecast

See conservative, expected, and optimistic outcomes with a recommended channel mix and plain-English verdict.

Built for three types of digital properties

Different unit economics. Different channels. One tool that knows the difference.

๐Ÿ“ฐ

Blog / Content Site

Niche sites, content publishers, Raptive/Mediavine monetized

  • RPM-based break-even CPC
  • Native discovery channels (Taboola, Outbrain)
  • Email capture via Meta

Example

outdoors-weekly.com

$14 RPM ยท Break-even CPC: $0.020

โ†’ Taboola + Google Display viable

โš™๏ธ

SaaS / Lead Gen

Subscription products, free-to-paid funnels, B2B tools

  • CPL vs LTV-derived max CPL
  • Google Search, Bing, Meta, LinkedIn, Reddit
  • Payback period calculation

Example

app.example.com ($79/mo)

5% conversion ยท Max CPL: $47.40

โ†’ Google Search + Bing anchor

๐Ÿ“ฑ

Mobile App

iOS and Android apps with IAP subscriptions

  • CPI vs LTV analysis
  • Apple Search Ads, Google UAC, Meta, TikTok
  • Low-review count warning (CPI 2ร—)

Example

FitTrack Pro ($4.99/mo)

3% conversion ยท Max CPI: $5.96

โ†’ ASA 50% โ†’ Google UAC 30%

The honest ad spend toolkit

Not another ad platform that tells you to spend more.

Budget Forecaster

Input your budget, get a realistic range โ€” conservative to optimistic. Based on actual channel benchmark data, not platform estimates.

Channel Mix Optimizer

Get a recommended allocation across Taboola, Google, Meta, Apple Search Ads, and more โ€” weighted by what actually works for your property type.

Unit Economics Engine

Break-even CPC, max viable CPL, LTV per install, payback period โ€” all calculated automatically from your property metrics.

The Honest Verdict

The feature no one else has: we'll tell you when paid traffic won't work for your property and exactly why. Save the budget for when the unit economics are right.

Simple pricing

Free to start. $29/month when you need more.

Free

$0

No card. No expiry. Figure out if ads will work before spending a dollar.

  • 2 properties
  • 5 forecasts/month
  • Full channel mix plan
  • Pre-launch action checklist
  • Unit economics breakdown
Get started free
PRO

Pro

$29/month

For founders actively running paid ads.

  • Unlimited properties
  • Unlimited forecasts
  • Everything in Free
  • Ad account connections (coming soon)
  • Actual vs. forecast comparison
  • PDF export
Start free, upgrade anytime

Common questions

Your next dollar of ad spend should be a bet, not a guess.

Get a realistic forecast in 2 minutes. Free forever, no card required.

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