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AI agents will cancel forgotten subscriptions and haggle

2026-10-01 · 4 min read

Two posts this week describe the same change from opposite ends of a customer relationship. If you bill anyone monthly, both are about you.

On Tuesday, @itsolelehmann posted that agents "will likely break the entire subscription economy." He cites Stanford research claiming that about half of subscription revenue comes from people who forgot to cancel, and that people are four times more likely to cancel when they have to make an active decision. His point is that Meta's Muse, Instinct and Grok Bot can already go through a person's accounts, find the forgotten subscriptions, and ask whether to keep each one.

On Wednesday, Wharton professor @emollick wrote that every company's support staff is "about to be overwhelmed" by consumer agents such as OpenAI's Dots and Meta's Muse calling or chatting to negotiate better deals. He says stories of people handing this job to an agent and saving money are already circulating, and he expects them to spread.

Why this is more than a hot take

Neither post is a lab announcement, and I haven't checked Lehmann's Stanford numbers myself, so treat the exact percentages as his. The direction holds up anyway. Agents with access to email, bank feeds and phone calls stopped being a demo this month. Muse connects to people's accounts. Dots runs around the clock. Google's Gemini can now place calls on a customer's behalf. Once an assistant can read a statement, it can find a line item. Once it can make a call, it can ask for a discount.

The business model Lehmann is describing depends on inattention. People keep paying for a gym they stopped visiting, a software tool they forgot about, or a maintenance plan they meant to drop. An agent that runs a monthly "do you still want this?" review ends that habit. The agent only has to remember to ask every month, which is exactly what people fail to do.

Mollick's half is the part owners will feel first. The retention playbook at most companies is a phone script: the customer says they want to cancel, the rep offers a discount, and a share of them stay. That works on tired people at 6 p.m. It works less well on software that is calm, has no time pressure, and has been told to ask for the best offer and accept nothing worse than 20 percent off. The agent will also compare your offer against everything else the customer pays for.

Who should pay attention

The obvious targets are streaming services and SaaS. Local recurring revenue is exposed too, and it's often less defended:

  • Gym and studio memberships, where unused months are a big share of income
  • Lawn, pool, pest and HVAC service plans billed on autopay
  • Salon and med spa memberships with banked credits
  • Software and IT retainers that renew on their own each year

If a customer would struggle to say what they got from you last month, an agent reviewing their statement will find it hard to argue for keeping you.

What to do before the agents show up

The fix is the same thing that keeps human customers around: make the value visible. A short monthly note saying what you did, when you visited, and what you caught early gives an agent (and the person reading its summary) a reason to keep paying. Silent autopay looks like waste.

Decide your retention offers ahead of time and write them down, so the person answering the phone isn't making up discounts on the spot under pressure from software. Agents will ask everyone for the deal you once gave one person, so set a ceiling you can live with.

Expect support volume to change shape. Mollick's prediction means more contacts that are polite, persistent and identical. A business that already routes simple questions to a clear answer, and sends the real decisions to a human with authority, will handle that better than one where every call reaches whoever happens to be free.

Agents will also notice how hard you are to leave. If cancelling takes a phone call during business hours, an agent will keep making that call and then tell the customer how much hassle it was, and that kind of thing tends to end up in reviews.

The bigger read

For two years most AI talk in small business has been about what the owner's own tools can do. These posts are a reminder that customers are getting agents too, and those agents work for the customer. Retention will depend less on inertia and more on whether the service can explain itself.

If you want a second set of eyes on how your billing, follow-ups and support line would hold up against an agent that asks "why am I paying for this?", our free process audit is a good place to start. We look at where your recurring revenue relies on customers forgetting, and what would help it hold up when they don't.

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