Free AI cost leak snapshot

Map your AI spend. Find the first question worth checking.

List the subscriptions, seats, APIs, agents and automation you already pay for. Receive an immediate baseline, then use the complete free service for sourced plan checks, reliability signals and quality-audited savings reports.

Start with evidence.

The complete service is free: first snapshot, private declaration, sourced plan research, cost and reliability monitoring, quantified actions and quality-audited reports.

01

Free snapshot

Declare approximate subscriptions, API, automation and seat usage. No credentials or full invoices.

02

Verified questions

Measure inactive seats, compare plans, cap API exposure, test reliability, map overlap, or keep and measure.

03

Free ongoing watch

Receive sourced research, constraints, quantified actions and a strict quality audit without a subscription fee.

AI Pricing Watch reports

What you receive

  • Declared spend baseline
  • Estimated new spend
  • Monthly and annual impact
  • Actions: cancel, modify, cap, test, keep
  • Confidence and risk notes
  • Strict quality audit before delivery
  • Confidential stack handling
  • Private email/password access
  • Initial form and declaration history
  • Weekly report history
  • Ability to update the declaration at any time
Savings detected
Reduce AI stack cost by $640/month.
SAMPLE
WEEK 00
Baseline
Declared spend: $2,840/month. 18 AI seats, API gateway credits, two coding-agent tools and three automation plans.
Opportunity
Estimated spend after actions: $2,200/month. Expected impact: $640/month or $7,680/year.
Actions
  • Cancel: remove 7 idle or duplicated seats.
  • Modify: downgrade one team plan before renewal.
  • Cap: add a $350 gateway alert and hard monthly review point.
  • Test: run direct API path on 25 representative tasks before switching.
Confidence
Medium-high. Savings depend on preserving the support-summary and coding-agent workflows during the 48-hour test.
Quality audit
Pass · 94/100. The report is not just generated: calculations, source evidence, user constraints, plan-comparison logic, open risks and publishability are checked before delivery.
Recommended action this week
Cancel idle seats now, set the gateway cap today, and run the direct API comparison before touching production workflows.
Free by decision

Cost and reliability watch.

$0no subscription fee

Sourced savings/action reports with constraints, confidence and strict quality audit.

Useful first. Support optional.

The snapshot, private declaration and ongoing reports are free. If this service saved you time or money, you can buy us a coffee. Voluntary support never changes access or report treatment.