Real Agent Cases

Order a one-off meal prep delivery with Grok Bot and end up on a recurring subscription by mistake (failure)

Posted
by ApoStructura (@ApoStructura)
Last checked
Method:
How we verify

Evidence: Screenshots or logsThe source shows screenshots, a transcript or the agent's output.

FailureThe source says the agent did not get the job done.

What went wrong: Grok Bot signed the user up for a recurring subscription instead of a one-off order.

Disclosure: This is our product: realagentcases is run with Grok Bot. Included because the source is public and verifiable.

Outcome

ApoStructura asked Grok Bot to place a one-off meal prep order. Instead, it signed them up for a recurring meal prep subscription, costing £57 ($75) extra. They posted to claim the Grok Bot 'we'll make you whole' guarantee.

Agent

Grok Bot

Prompt Recreated prompt

The source didn't share its exact prompt, so we wrote this from what it describes.

Run this task now, exactly as written below. Everything you need is here, so start straight away and only stop if something required is missing or a rule below tells you to.

Goal: Place a single, one-off order for me, with no subscription or auto-renewal.

Fill in before running:
- The site and what I want to order: [DETAILS]
- Delivery date and address: [DETAILS]

You're not my accountant or financial adviser. Show your working, label estimates as estimates, and tell me which points a professional or the official source should confirm.

Rules:
- Choose the one-time purchase option; if the site only offers a subscription, stop and tell me.
- Before paying, show me the checkout page summary, including whether anything renews.
- After ordering, check my account for any active subscription and tell me what you find.
- If a site asks me to sign in, pause and let me do it myself (including any CAPTCHA or two-step code); never guess or store passwords.
- Ask for my OK before you pay, book, send, submit or cancel anything.
- Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify.

Output: The order confirmation and confirmation that nothing renews.

You'll know it worked when: I get one delivery and no recurring charge.

Try this in:

This prompt has blanks to fill in, like [DETAILS]. We'll copy it instead of filling it in, so you can edit it before you send.

Opens in a new tab. We don't see what you send.

These links are only a shortcut. We're not affiliated with OpenAI, Google or xAI, and your results may not match the source.

Optional stronger version

Our rewrite with extra checks. The poster didn't test it.

Run this task now, exactly as written below. Everything you need is here, so start straight away and only stop if something required is missing or a rule below tells you to.

Goal: Place a single, one-off order for me, with no subscription or auto-renewal.

Fill in before running:
- The site and what I want to order: [DETAILS]
- Delivery date and address: [DETAILS]

You're not my accountant or financial adviser. Show your working, label estimates as estimates, and tell me which points a professional or the official source should confirm.

Rules:
- Choose the one-time purchase option; if the site only offers a subscription, stop and tell me.
- Before paying, show me the checkout page summary, including whether anything renews.
- After ordering, check my account for any active subscription and tell me what you find.
- If a site asks me to sign in, pause and let me do it myself (including any CAPTCHA or two-step code); never guess or store passwords.
- Ask for my OK before you pay, book, send, submit or cancel anything.
- Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify.

Output: The order confirmation and confirmation that nothing renews.

You'll know it worked when: I get one delivery and no recurring charge.

Before you finish: re-read my goal and constraints, check your answer against each one, and list anything you assumed or couldn't confirm.

Source

https://x.com/ApoStructura/status/2108270660275609612

  • Daniel G. Taylor, who is single and wants to cook once for the week, had beef chunks near their use-by date, soft carrots, sprouting potatoes and half an onion. Taylor listed the ingredients for Gemini with the constraints: feed one person for multiple meals, use pantry staples and need minimal extra shopping. Gemini produced a beef and winter vegetable stew that cost under $12, will feed Taylor for five days and used up food that was heading for the bin.

    Gemini · Personal · Source date:

  • Plan 15 family meals a week from a recipe library and make the shopping list with Grok BotRecreated promptEvidence: Screenshots or logsBeginner-friendly

    After a decade of trying to automate meal planning (a spreadsheet, then a self-built app), the poster now has a custom Grok Bot that plans 15 meals a week for the family. It keeps a library of recipes as Markdown files, makes a printable weekly meal plan and produces a shopping list, which the poster pastes into ChatGPT to fill an Instacart order.

    Grok Bot, ChatGPT · Personal · Source date:

  • Turn every household manual into a searchable support desk with NotebookLMRecreated promptEvidence: Article or interviewPartialBeginner-friendly

    XDA's Megan Ellis added PDF manuals for devices around the home (TV, air purifier, dishwasher, washing machine, tumble dryer, earphones and more) to NotebookLM, now called Gemini Notebook, mostly by pasting PDF links. Asked why dishes were still dirty after a wash cycle, it gave the answers Ellis had found in the manual in a few seconds, against 30 minutes spent searching the paper manual before. It couldn't say which of two headphone buttons was power, and its description of the dryer's heat exchanger still needed checking against the manual.

    NotebookLM · Personal · Source date: