Article by Latish Jenkins

How to Compare Monthly Subscriptions and Decide What to Cancel

Small monthly subscriptions rarely feel expensive on their own. Here's how I use AI to organize recurring charges, spot overlap, and decide which services still deserve a place in my budget.

How I Use AI to Find the Services I Thought I Needed—but Didn't Actually Use

I wasn't reviewing my budget. I was looking for one specific charge on my bank statement when I accidentally noticed something else instead. Subscription after subscription scrolls by. Most of them I recognize immediately — streaming, storage, a productivity app I actually open every week. A couple make me pause a little longer. And then there's one that stops me completely: a small monthly charge I genuinely don't remember signing up for, still quietly renewing every month like it has every right to be there.

I forgot I was still paying for that. It wasn't even the biggest subscription. It was the one I couldn't remember ever deciding to keep.

That one sentence is the whole article. Not because that single charge was going to ruin my budget — it wasn't, not on its own. It's what it represents. A slow accumulation of small, reasonable-sounding charges that never felt significant enough, one at a time, to actually stop and question.

Why Small Monthly Charges Are Easy to Ignore

Eight dollars doesn't feel like anything. Twelve dollars doesn't either. Even twenty, on its own, barely registers against everything else moving through a bank account in a given month. That's exactly why subscriptions are so easy to accumulate and so hard to notice — each one is small enough to justify without a second thought, and none of them arrive with the weight of a decision. They arrive as a free trial, a convenient upgrade, a "just in case I need it" moment that quietly becomes permanent.

The problem was never really any single subscription. It was the collection of them, sitting side by side on a statement, each one individually reasonable and collectively adding up to something I hadn't actually chosen on purpose.

Why I Stopped Looking at Price Alone

For a while, my instinct when reviewing subscriptions was to just scan for the most expensive ones and question those first. That approach misses almost everything, because price alone doesn't tell you whether something's actually earning its place.

The better questions turned out to be simpler than a spreadsheet full of numbers. Do I actually use this? Would I notice, genuinely notice, if it disappeared tomorrow? Is there already something else doing the exact same job, quietly overlapping without me realizing it? A ten-dollar subscription I use every week is cheaper than a five-dollar subscription I never use. One creates value. The other just quietly renews. Cost was never really the right lens on its own.

Where AI Actually Helped

This is where ChatGPT and Claude became useful — not for deciding what mattered to me, but for organizing a mess of small recurring charges into something I could actually see clearly.

I gave it a rundown of everything I was paying for, and asked it to organize the list, group anything that looked like it might be doing the same job as something else, and flag obvious duplicates I'd stopped noticing. It helped calculate the actual annual cost of each subscription, which changes the conversation more than you'd expect — a service that feels harmless at nine dollars a month looks different once it's framed as over a hundred dollars a year for something I barely open.

I also asked it to help me think through which subscriptions actually supported goals I cared about versus which ones were just sitting there out of habit, and which ones I only really used seasonally — the kind of service that's genuinely worth it for a few months and dead weight the rest of the year. That distinction mattered, because it turned some of these into pause-and-resume decisions instead of all-or-nothing cancellations. Not everything needed to go. Some things didn't need to be canceled. They just didn't need to run twelve months a year.

What it never did was tell me what mattered to me. It organized the picture. I still had to look at it and decide.

What AI Couldn't Know

It doesn't know what I actually value, beyond what I bother to explain. It has no sense of how something gets used by the rest of my household, or whether a subscription is shared with someone else in a way that makes canceling it more complicated than it looks on a statement. It can't measure emotional attachment — the kind that makes you keep something not because you use it, but because canceling it feels like giving something up.

It doesn't know my future plans either. A subscription that looks unused this month might be sitting there on purpose, waiting for a trip or a project a few months out. None of that shows up in a list of charges. Those decisions — what's actually worth keeping, what's attached to something bigger than its price tag — stayed entirely mine to make.

The Prompt I Use Before Canceling Subscriptions

When I'm doing this kind of review now, this is the prompt I actually run through with whatever list of charges I've pulled together.

Here is a list of my current monthly and annual subscriptions, with their cost and billing frequency: [PASTE YOUR LIST OF SUBSCRIPTIONS AND COSTS HERE] Please help me review this list. Specifically: 1. Organize the subscriptions clearly, grouping any that appear to overlap or serve a similar purpose. 2. Calculate the total annual cost of each subscription, not just the monthly price. 3. Identify subscriptions that may be duplicates or redundant based on what they offer. 4. Flag any subscriptions I've indicated I rarely or never use. 5. Identify subscriptions that may only be needed seasonally rather than year-round. 6. Suggest specific questions I should ask myself before canceling each one. 7. Do not assume how often I use something unless I tell you — ask follow-up questions if my usage isn't clear. Do not recommend which ones to cancel. Just help me see the full picture clearly so I can decide.

The Point Was Never to Spend Less

Going through this wasn't really about cutting costs, even though a few things did end up canceled. It was about making sure every recurring charge on that statement was actually there because I'd chosen it, not because it had quietly outlasted the reason I signed up in the first place.

Some subscriptions stayed exactly where they were, and I feel better about them now than I did before, because I actually looked. Some didn't survive the review, and I haven't missed them once. The difference wasn't the spending. It was finally making the decision on purpose, instead of letting it keep renewing itself without me.