AI Tool Stack Audit Prompt

Most people and teams accumulate AI subscriptions faster than they audit them — a ChatGPT Plus seat here, a Claude Pro seat there, a few API keys nobody remembers creating. This prompt turns a messy subscription list into a clear audit: what you’re paying for, what’s redundant, and what to cut.

What this prompt does

It asks the model to review your current AI tool spend against actual usage, flag overlapping subscriptions (e.g. two chat subscriptions doing the same job), and recommend which to keep, downgrade, or cancel.

The prompt

You are helping me audit my AI tool subscriptions. Here is my current list: [paste tool name, monthly cost, and how you use each one — e.g. “ChatGPT Plus, $20/mo, used daily for writing and brainstorming”]. For each tool: (1) summarize what it’s used for, (2) flag any overlap with another tool on the list, (3) note if usage described sounds low relative to cost, (4) give a keep/downgrade/cancel recommendation with one sentence of reasoning. Finish with a total current monthly spend and an estimated spend if you followed all recommendations.

Variables to fill in

• Tool list — name, monthly cost, and a one-line description of how you actually use it.
• Optional: usage frequency — daily/weekly/rarely, if you know it, sharpens the recommendation.
• Optional: team size — for shared or per-seat subscriptions, add how many people use it.

Example

Input: “ChatGPT Plus, $20/mo, daily for writing. Claude Pro, $20/mo, occasional coding help. Midjourney, $30/mo, haven’t used in 2 months. GitHub Copilot, $10/mo, daily in my IDE.”

A well-run audit would typically flag Midjourney as a cancel candidate given the described two-month gap in use, note that ChatGPT and Claude may be serving overlapping writing needs depending on your workflow, and confirm Copilot as a clear keep given daily active use.

Tips for better results

• Be specific about use cases rather than just “general use” — specificity is what lets the model spot real overlap.
• Include free tiers you’re actively using too, since they still represent time and workflow investment worth tracking.
• Re-run this quarterly — usage patterns shift as projects change.

FAQ

Should I include team-wide tools or just my own?

Include both if you’re auditing for a team — just label which are shared seats so the recommendation accounts for per-person cost.

What if I don’t track my usage precisely?

Rough estimates (“daily,” “a few times a week,” “rarely”) work fine — the goal is directional, not exact accounting.

Related

Pair this with the AI Tool Stack Audit Workflow for a repeatable process, or estimate savings with the AI Subscription ROI Calculator.