People ask AI assistants which subscriptions to cut. Most checks of AI answers ask once and record the reply. mapou ran the whole conversation instead: 20 simulated subscribers, each talking it through with ChatGPT, Gemini, Claude or Grok until they made their own decision to keep, cancel or pause.
The four assistants never agreed. For none of the 5 shoppers did all four lead to the same decision.
The numbers
| Shopper | ChatGPT | Gemini | Claude | Grok |
|---|---|---|---|---|
| Cord-cutter, 58, wants live sports and news | Keep | Keep | Cancel | Keep |
| Parent, 42, kids' shows locked in | Cancel | Keep | Pause | Cancel |
| 26, on ad tiers, churns often | Keep | Keep | No decision | No decision |
| 31, stacks sports services | Keep | Cancel | Cancel | Cancel |
| Couple, prestige TV fans | Keep | No decision | Pause | Keep |
20 conversations, 50 assistant turns, September 2026.
ChatGPT keeps people subscribed. Claude doesn't. 4 of 5 conversations with ChatGPT ended with the shopper keeping a service. With Claude, none did: 4 ended in a cancel or a pause, and one with no decision.
Apple TV+ was cut every time it came up. All 3 conversations that ended on a decision about Apple TV+ cut it, all three for the shopper who stacks sports services. Netflix was cut or paused 5 times and kept 2.
Ask once, get a different answer
mapou also asked 21 cancellation questions once each, 84 answers in all. Those one-off answers said drop YouTube TV 7 times out of 7.
But the cord-cutter in the conversations, who needs live sports and local news, kept YouTube TV in all 3 conversations that decided on it. Once the assistant knew what the shopper actually watched, one of the most expensive bills on the list became the one worth keeping.
| Service | Keep | Drop | Told to drop |
|---|---|---|---|
| YouTube TV | 0 | 7 | 100% |
| ESPN+ | 2 | 6 | 75% |
| Apple TV+ | 2 | 6 | 75% |
| Paramount+ | 3 | 9 | 75% |
| Disney+ | 7 | 10 | 59% |
| HBO Max | 7 | 10 | 59% |
| Netflix | 13 | 18 | 58% |
| Peacock | 6 | 8 | 57% |
| Hulu | 8 | 8 | 50% |
| Prime Video | 5 | 3 | 38% |
84 answers to 21 cancellation questions. One answer can recommend keeping some services and dropping others.
What it means
mapou's read: a single question gets a generic answer, and generic advice about cutting costs says drop the priciest bill. A real conversation brings in the shopper's habits, and the advice changes. That's also why the assistants split: each one weighs the same details differently, and a subscriber will get different advice depending on which one they ask.
What this doesn't show
Five conversations per assistant is a small sample, so treat the ChatGPT and Claude difference as a signal to watch, not a settled fact. The shoppers are simulated, and the decision is theirs after talking to the assistant. It shows what AI advises, not what real subscribers then did.
How we measured this
- Conversations
- 20 synthetic subscriber conversations, September 2026: 5 streaming personas (for example a cord-cutter who wants live sports, and a parent whose kids' shows are locked in), each run once against ChatGPT, Gemini, Claude and Grok. The shopper keeps asking until it makes its own decision: keep, cancel or pause.
- Single questions
- 21 cancellation questions asked once of each engine, 84 answers, judged per service as keep or drop.
- Engines
- ChatGPT (gpt-5.4-mini), Gemini, Claude and Grok through one shared search layer with web search on.
- Limits
- Small samples: 5 conversations per assistant and a handful of decisions per service. Treat engine differences as directional. Decisions are the simulated shopper's, after talking to the assistant.
Cite this article
mapou, “Ask AI once and it says cancel YouTube TV. Talk it through and it says keep it.,” mapou.ai, October 4, 2026. https://mapou.ai/articles/what-ai-tells-you-to-cancel
Reporters can reach mapou through for more on the method, other breakdowns or a comment.
What does AI tell your subscribers to do?
mapou runs full keep-or-cancel conversations about your service every month, across ChatGPT, Gemini, Claude and Grok, and shows what each one says and why.
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