Subscription Audit With AI: Cut SaaS Costs Fast

Most owners know they're paying for software they don't use. The problem isn't willpower, it's that the charges are scattered across two cards, an annual renewal that hit in March, and a $14 line item with a vendor name nobody recognizes. A subscription audit with AI fixes that by reading the whole statement at once, grouping the recurring charges, and handing you a ranked list of what to cancel with a dollar figure attached. You still make every call. The assistant just does the sorting you've been putting off.

Here's the method I use, start to finish, with a real example you can copy today.

Pull the raw data first

You can't cut what you can't see, so get a clean export before anything else. Log into each bank and card account and download the last 12 months of transactions as a CSV. Twelve months matters because the worst offenders are annual plans that charge once and hide for a year. If you run business and personal spending through different cards, export both. Don't clean it up or delete rows. The messy version is fine, and trying to tidy it by hand is exactly the work you want to skip.

If you also pay for things through PayPal or an app store, grab those too. A lot of small recurring charges route through a payment processor, so the merchant name on your card just says "PAYPAL" with no clue what it bought.

Let the AI group the recurring charges

Now hand the export to an AI assistant and ask it to find every charge that repeats. A good pass looks for any merchant that billed you in two or more separate months, plus known subscription vendors even if they only charged once (that's how it catches the annual plans). For each one it should report the vendor, how often it bills, the last amount, and the monthly-equivalent cost so a $240 yearly charge shows up next to a $20 monthly one on the same scale.

This is where the time savings are real. A statement with 600 lines collapses into maybe 30 recurring vendors. You read 30 rows instead of 600. The assistant does the matching across inconsistent merchant names ("GOOGLE *YOUTUBEPREM" and "YOUTUBE PREMIUM" are the same thing), which is the part that makes manual audits fall apart.

Flag duplicates and likely-unused

A flat list of subscriptions isn't enough. Ask the assistant to do two more things. First, group overlapping tools. If you're paying for three cloud storage services or two email marketing platforms, that's a duplicate the business doesn't need. Second, flag charges with no matching activity. If you're billed monthly for a scheduling tool but nothing in the account suggests anyone logged in, it goes on the "likely unused" list. Treat that as a flag for you to verify, not an automatic cancel. The assistant points; you decide.

A concrete example. A real estate office ran this and the export showed: a $99/mo CRM, a $49/mo email tool, a $29/mo separate landing-page builder, two stock-photo subscriptions at $19 and $29, a $300/yr design app one agent set up and forgot, and a duplicate e-signature service ($25/mo) that overlapped what the CRM already included. Ranked by annual cost, the cancel list came to roughly $2,400 a year before touching the CRM itself. None of it was a hard decision once it was on one page.

Rank it and attach a dollar figure

The output you want is a single ranked table: highest annual cost at the top, with a recommended action (keep, cancel, or downgrade) and a one-line reason for each. Sort by annual spend, not monthly, because that's where the surprises live. The $300 design app looks small at $25/mo but it's the same money as a $300 cancel.

At the bottom, you want one number: total annual savings if you act on every "cancel" and "downgrade." That figure is the whole point. It turns "I should look at our subscriptions sometime" into "we can save $2,400 this year, and here's the list." Print it, sit with it for ten minutes, and mark your decisions.

Make the cancellations stick

A list does nothing until someone cancels. Work top-down by dollar value, log into each vendor, and cancel or downgrade. Note the renewal date for anything you keep so it lands on your calendar before the next charge. Then set a reminder to rerun this in six months. New tools creep in, and a twice-a-year pass keeps the burn from rebuilding.

If you'd rather not wrangle CSVs and prompts yourself, Griptly has a ready-made Spend & Subscription Review that takes your export and returns the ranked cancel list and savings figure for you to approve. Same method, none of the setup.