Use cases

Check every cancellation was handled by the rules

US and UK rules. Finds save-desk calls and chats where the agent pushed past a clear no, added a hurdle or left no outcome. It never blocks a cancellation.

Try it on this example

Example · US save-desk call: a second pitch after a clear no, then cancelled

Market (US or UK): US

Channel (call, chat or email): call

Conversation with speaker labels

Automated message: Thank you for calling Cedarline Broadband. This call may be monitored or recorded for quality and training. Please hold for the next available member of our customer loyalty team. Agent: Thanks for calling Cedarline, this is Marcus on the loyalty team. Who am I speaking with today? Customer: Hi Marcus, it's Dana Whitaker. Agent: Hi Dana. Before I pull anything up, can you confirm the service address and the four-digit account PIN for me? Customer: Sure. It's 418 Alder Court, unit 2, and the PIN is 7702. Agent: Thank you, you're verified. I have your account up here, internet only, on the 500 meg plan. What can I help you with today? Customer: I want to cancel my internet service. My promotional rate ended last month and the bill went from fifty-four ninety-nine to eighty-nine ninety-nine. That's more than we can justify for what we use, so I'd like to close the account. Agent: I'm sorry about that jump, I know it's a shock when a promo rolls off. I can see you've been with us almost three years, and I'd really like to keep you. I also see a ticket from last week about slow speeds in the evenings. Is that part of it? Customer: Not really. The speed thing is annoying, but that's not why I'm leaving. It's the price. If the bill had stayed where it was I wouldn't be calling. Agent: Got it, thanks for telling me. And just so I have it right, you are the primary account holder? I see a second name on the account as an authorized user. Customer: Yes, it's in my name. That's my partner, but I handle the bills. Agent: Perfect. Let me take a look at what I can do on my side. Bear with me one second while the offers load. Customer: Okay. Agent: So here's what I can do. I can move you to our loyalty rate on the same 500 meg plan, fifty-nine ninety-nine a month for the next twelve months with autopay. That's thirty dollars a month less than you're paying now, same speeds, nothing changes on your end. Customer: I appreciate that, but no thanks. I'd rather just cancel. I don't want to be back here in a year having the same conversation. Agent: Totally fair. What if we went down to the 100 meg plan? That's thirty-nine ninety-nine, and honestly for a two-person household that's plenty. I can also put the first two months at no charge, so you wouldn't pay anything until March. Customer: No, thank you. I really just want to cancel. Agent: Understood. Can I ask where you're headed? Because if it's one of the fixed wireless companies, I see a lot of people come back within a month, the speeds just aren't there on your street. I'd hate for you to leave after three years and then have to start over. Customer: Marcus, I've said no twice now. Honestly, this is frustrating. I called to cancel, not to sit through a sales pitch. Agent: I'm sorry you feel that way. Okay. Let's get it taken care of. Customer: Thank you. Agent: Before I process it, I see you also have a technician visit booked for Thursday between eight and noon, for the slow speeds you reported last week. Do you want me to cancel that appointment as well? Customer: Yes, please cancel the appointment. There's no point in someone coming out now. Agent: Done, the Thursday visit is cancelled. Now for the service itself. I can end it today, or at the end of your billing cycle on the fourteenth, so you keep internet until then. Which would you prefer? Customer: Let's do the fourteenth. I need it for work until we sort out something else. Agent: No problem. So your service will end at 11:59 pm on the fourteenth. You're month to month, so there's no early termination fee. You'll get one final bill for the first through the fourteenth, prorated, which comes to about forty-two dollars. That's charged to the card on autopay about a week after the service ends. Customer: Can the final bill go on a different card? The one on autopay expires next month. Agent: Sure. When the final bill posts you'll get a text with a link to pay it, and you can use any card there. If you don't use the link, it goes to the autopay card, so if that one has expired by then, the link is the way to go. Customer: Okay, I'll use the link. What about the router? Agent: You have one gateway from us. You can drop it at any Cedarline store, or we can email you a prepaid return label, whichever's easier. It needs to be back within thirty days of the end date. If it isn't returned, there's a one hundred twenty dollar unreturned equipment fee. Customer: A label is easier. Please email it. Do I need to send the power cord too? Agent: Just the gateway and its power cord, yes. Don't worry about the ethernet cable, you can keep that. Once the box is scanned at the carrier, you'll get an email saying it's been received, so keep that email in case there's ever a question about it. Customer: Okay, good. Agent: I'll send it to the email on file, the one starting d dot whitaker. Is that still good? Customer: That's right. Agent: Great. One more thing: your Cedarline email address stays active for ninety days after the end date and is then deleted, so move anything you want to keep before then. Customer: We don't use it, that's fine. Agent: Okay. So to confirm. Internet service at 418 Alder Court ends at 11:59 pm on the fourteenth. No early termination fee. A final prorated bill of about forty-two dollars on your card on file. The return label for the gateway goes to your email today, and the gateway needs to be back within thirty days. Your cancellation confirmation number is C X 4 4 8 1 2 0, and you will get the same details by email within the hour. Customer: Got it. C X 4 4 8 1 2 0. Agent: That's right. And if you change your mind before the fourteenth, just call us and we can keep the service on without a new install. Customer: I won't, but thanks. Agent: Is there anything else I can help you with today? Customer: No, that's everything. Agent: Alright, Dana. Thanks for being a Cedarline customer, and have a good rest of your day. Customer: You too. Bye.
  1. What does the customer want to do about their service or contract?Clear request to cancel100%
  2. What main reason does the customer give for wanting to cancel?Price or a price rise100%
  3. Does the agent make a retention offer to keep the customer?Yes99%
  4. Does the agent keep offering or arguing for staying after the customer declines an offer or repeats that they want to leave?Yes96%
  5. Does the agent put a hurdle in the way of the customer's request to cancel?No71%
  6. How does the conversation end for the customer's request to cancel?Cancellation done or booked98%
  7. Does the agent explain what the customer will pay on leaving?Charges explained100%
  8. Does the customer express dissatisfaction with how their request to cancel is handled?Yes96%
  9. Does the agent log a complaint about the handling and give the customer the complaint route the rules require?No86%

These are real answers stored from one run on this example.

The prism behind it

Check every cancellation was handled by the rules9 questions

Fields

  • Market (US or UK)
  • Channel (call, chat or email)
  • Conversation with speaker labels

Context

These conversations come from the save desk or the customer service queue of a broadband, mobile, pay TV or subscription business. The market field says which rule set applies: the US rules to a US customer, the UK rules to a UK customer. The house rules apply to both. House rules: - Every agent who takes the conversation can process a cancellation. Transferring the customer, asking them to call back, or sending them to a website, a letter or another team to cancel is a hurdle, unless the customer asks for it. - An agent may make one retention offer after a request to cancel. Once the customer declines it or repeats that they want to leave, the agent stops offering and processes the cancellation. - An agent may ask why the customer is leaving, but may not require a reason before processing. - The agent confirms the cancellation with the date it takes effect, and explains any charge that applies: an early termination fee, a final bill or unreturned equipment. - If the customer is unhappy with how the request is handled, the agent logs a complaint and gives the route the market's rules below require. US rules (state automatic renewal and cancellation laws): - The FTC's click-to-cancel rule was vacated in 2025, so state laws set the floor. Several states, California among them, require that a customer can cancel by the same means they signed up, including by phone, and California's law as amended from July 2025 limits save offers so they do not stand in the way of the cancellation. - State attorneys general have acted against businesses that kept customers on hold, transferred them repeatedly, or kept billing after a request to cancel. - Complaint route: the agent says the complaint is logged, that the customer relations team will contact the customer, and how to reach that team directly. UK rules (Ofcom): - Ofcom expects a provider to act on a request to cancel without repeated transfers, without continuing to push retention offers after the customer has said no, and with front-line staff able to process it. - Complaint route: the agent says the complaint is logged, explains how the provider's complaints code works, and tells the customer they can take an unresolved complaint to the provider's alternative dispute resolution scheme after eight weeks, or sooner once the provider sends a final response. Which state's law applies to a customer is decided by the business's legal team, not by these answers. Judge only what is said in the conversation.

Questions

  1. What does the customer want to do about their service or contract? Choice

    Read the whole conversation and go by the customer's clearest statement about ending their service or contract. A request to cancel an appointment, an order or one add-on is not a request to end the service. Pick one option.

    • Clear request to cancel The customer says they want to end the service, close the account or leave, in any words, at any point in the conversation.
    • Considering leaving The customer asks what cancelling would cost or involve, or says they are thinking of leaving or looking elsewhere, without saying they want to cancel.
    • Wants a different plan The customer wants a cheaper, smaller or different package from the same business, and does not want to leave.
    • Cancel an appointment, order or add-on The customer wants to cancel one appointment, order, booking or add-on, and keeps the service.
    • No cancellation intent The customer says nothing about leaving, cancelling anything or changing plan.
  2. What main reason does the customer give for wanting to cancel? Choice

    Pick the reason the customer gives most weight. Go only by what the customer says; do not guess a reason from the account or the plan. If the customer gives no reason, or never asks to cancel, pick No reason given.

    • Price or a price rise The bill is too high for what they get, went up, or a promotional price ended.
    • Cannot afford it The customer says they cannot pay, for example after losing income, rather than that the price is poor value.
    • Found a better deal elsewhere The customer names or describes an offer from another provider as the reason.
    • Faults or poor service Outages, slow speeds, failed repairs, or poor handling of earlier contacts.
    • Moving home The customer is moving to an address where they will not take the service, or that the business does not serve.
    • Not using it The customer no longer needs or uses the service.
    • Account holder has died The caller is ending the service because the account holder has died.
    • A change they did not agree to The customer says the business changed the contract, the price or the service without their agreement.
    • No reason given The customer gives no reason, or never asks to cancel.
  3. Does the agent make a retention offer to keep the customer? Yes / No

    Count any discount, cheaper or different package, credit, free period or extra offered to persuade the customer to stay. Telling the customer about their options when they ask is not an offer. Yes: The agent offers at least one discount, package, credit, free period or extra to keep the customer. No: The agent makes no retention offer, or there is no agent in the conversation.

  4. Does the agent keep offering or arguing for staying after the customer declines an offer or repeats that they want to leave? Yes / No

    Does the agent make another offer, repeat one, or argue for staying after the customer has refused? Our rule allows one retention offer; once the customer declines it or repeats that they want to leave, the agent stops offering and processes the cancellation. A refusal is the customer turning down an offer, or saying again that they want to leave after the agent has tried to keep them. Accepting an offer, saying maybe, asking what cancelling would cost, or never asking to leave is not a refusal. If the customer never refuses, the answer is No. A pitch is anything the agent says after a refusal to keep the customer: a new offer, the same offer again, a warning about what they will lose, or asking whether they are sure together with a reason to stay. Processing or refusing to process the cancellation, confirming the date and charges, or offering help with the final bill is not a pitch. One pitch after a refusal is enough for Yes, however short the conversation. Yes: After a refusal, the agent makes at least one more offer or argues for staying. No: The customer never refuses, or after every refusal the agent only processes, confirms or closes the request.

  5. Does the agent put a hurdle in the way of the customer's request to cancel? Yes / No

    A hurdle is any of these: saying they cannot process the cancellation; transferring the customer, or asking them to call back, write in, or use a website or another team to cancel; requiring a reason, or requiring the customer to hear an offer, before processing. Whether a charge the agent states is in the customer's contract is checked elsewhere. A transfer or another channel the customer asks for is not a hurdle. Retention offers on their own belong to the question on pitching after a refusal, not to this one. Yes: The agent puts at least one such hurdle in the way of the request. No: The agent puts no such hurdle in the way, or the customer never asks to cancel.

  6. How does the conversation end for the customer's request to cancel? Choice

    Judge where the request stands when the conversation ends. Pick one option.

    • Cancellation done or booked The agent confirms the cancellation is processed or booked, with the date it takes effect.
    • Clear next step the customer agrees to The customer is told exactly what happens next to complete the cancellation and agrees, and does not have to ask to cancel again.
    • Transferred The customer is passed to another team or queue before the cancellation is done.
    • Told to contact again The customer is asked to call back, write in or use another channel to cancel.
    • Customer chose to stay The customer accepts an offer or decides to keep the service.
    • Ended with no outcome The conversation ends or drops with the request neither done, booked, handed on nor withdrawn.
    • No request to cancel The customer never asks to cancel the service.
  7. Does the agent explain what the customer will pay on leaving? Choice

    Consider early termination fees, the final bill and charges for equipment that is not returned. Pick one option.

    • Charges explained The agent states the amounts, or the rule for working them out, for the fees, final bill or equipment charges that apply.
    • Said none apply The agent says no fee or further charge applies, and says nothing more.
    • Not mentioned The customer is leaving and the agent says nothing about fees, the final bill or equipment.
    • Customer is not leaving The customer stays, or never asks to cancel.
  8. Does the customer express dissatisfaction with how their request to cancel is handled? Yes / No

    Count dissatisfaction in any words with the offers, the transfers, the waiting, the repetition or the agent's handling of the request. Dissatisfaction only with the price or the service they are leaving does not count here. Yes: The customer says, in any words, that they are unhappy with how the request is being handled. No: The customer expresses no dissatisfaction with how the request is handled.

  9. Does the agent log a complaint about the handling and give the customer the complaint route the rules require? Yes / No

    Use the complaint route in the rule set for the market field. An apology on its own is not a complaint route. Yes: The agent says the complaint is logged and gives the route the market's rules require. No: The customer is unhappy with the handling and the agent does not log it, or gives no route or only part of it; or the customer makes no complaint about the handling.

Lens columns

cancel_intent, cancel_intent_probability, cancel_reason, cancel_reason_probability, retention_offer_made, retention_offer_made_probability, pitched_after_refusal, pitched_after_refusal_probability, hurdle_to_cancel, hurdle_to_cancel_probability, cancel_outcome, cancel_outcome_probability, charges_explained, charges_explained_probability, complaint_raised, complaint_raised_probability, complaint_route_given, complaint_route_given_probability

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