Price AI features before power users eat the margin.
AI SaaS Margin Guard is a small digital asset for founders and operators who need to estimate token costs, included usage, gross margin, and overage prices before launching AI-heavy plans.
No customer, revenue, or performance claims are made. This is a demand-validation offer from Thomas Cloarec / HireThomas, Inc.
- XLSX workbook with Inputs, Calculator, Scenarios, Billing Metering, Copy Snippets, and Instructions sheets.
- Google Sheets-compatible CSV input template.
- Stripe-style usage event map for AI request tracking.
- Offline browser calculator and pricing copy snippets.
Early-access target price. Payment link is not live yet, so there is no charge today.
AI costs are variable
Every AI request can carry provider, retry, cache, infra, and support costs. Flat pricing can hide margin risk.
Usage is uneven
A few heavy users can create a very different cost profile than the average account.
Pricing needs a meter
Hybrid plans need clear included usage, warnings, and overage logic before customers depend on the feature.
Run a quick margin check
Enter your own current provider prices. No model prices are hard-coded because provider pricing changes.
Result
Estimates only. Reconcile against real logs and provider invoices before making pricing commitments.
Demand evidence behind the offer
- Bessemer AI pricing playbook highlights that AI economics differ from classic SaaS and founders need unit economics discipline.
- Recent r/SaaS discussions keep asking how AI pricing should work when per-seat pricing breaks down.
- Recent founder math posts show people modeling the AI cost cliff before shipping.
Payment status
The payment link is pending. Exact blocker: no verified HireThomas payment provider account or trusted email credentials are currently available in this workspace. A separate payment setup workstream is advancing provider onboarding. Any KYC, owner attestation, signature, or final certification must be handled by the authorized human signer.
The waitlist below is live for demand validation. It stores voluntary submissions for up to 30 days in a BrewPage KV store. Do not submit sensitive information.
Join the paid early-access waitlist
Use this if you would consider buying the $19 workbook and templates once the payment link is live.
What happens next
- If enough qualified buyers join, HireThomas will connect payment and publish the paid download link.
- Early users get the workbook, CSVs, event map, offline calculator, and copy snippets.
- If there is no demand signal, this offer will be retired instead of wasting more time.
Direct delivery file is already built and uploaded for online fulfillment once payment is connected.