Fix a tankless water heater a company called 'shot' with Grok and ChatGPT
- Posted
- by @XTownSquareX
- Last checked
- Method:
- How we verify
Evidence: Described by posterThe person describes what happened in words, without screenshots or video.
Outcome
After a repair company said their tankless water heater was shot and quoted $6,900 to install a new one, a homeowner watched YouTube videos and chatted with Grok 4 and OpenAI's o3 model. The homeowner says they fixed it themselves the next morning in less than 30 minutes and then called the company to get their $100 back.
Agent
Prompt Recreated prompt
The source didn't share its exact prompt, so we wrote this from what it describes.
Before you start, ask me 1–3 short questions about anything important that's missing below. Keep them quick. Then do the task, checking in with me at the key points. Goal: Give me a second opinion on a repair diagnosis and help me check whether it's fixable before I pay for a replacement. What I can give you (ask for whatever's missing): - Appliance brand, model and age - What the technician said and the quote - Error codes, symptoms and photos - My skill level and tools Safety first: if this involves gas, the electrical panel or mains wiring, structural work, or anything that smells of burning or gas, stop and tell me to call a licensed professional. Rules: - List the common fixable causes for these symptoms on this model. - Order checks from safest and cheapest first. - Point me to the manufacturer's manual or official videos for each step. - Tell me which checks need a licensed pro (gas, high voltage). - If a site asks for a login, a CAPTCHA or payment details, stop and hand control back to me. - 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: A ranked list of possible causes with a check for each, and when to accept the replacement quote. You'll know it worked when: it's fixed, or I'm confident the replacement is really needed.
Try this in:
Sends the Recreated prompt shown above. ChatGPT and Grok open with it filled in, and ChatGPT may send it straight away. Gemini opens empty, so we copy the prompt for you to paste. Every button also copies it.
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.
Before you start, ask me 1–3 short questions about anything important that's missing below. Keep them quick. Then do the task, checking in with me at the key points. Goal: Give me a second opinion on a repair diagnosis and help me check whether it's fixable before I pay for a replacement. What I can give you (ask for whatever's missing): - Appliance brand, model and age - What the technician said and the quote - Error codes, symptoms and photos - My skill level and tools - Gas or electric unit Safety first: ask whether my heater is gas or electric. For a gas unit, don't have me open or touch the gas valve, burner, flame area or venting. For an electric unit, have me switch it off at the breaker before any cover comes off, and leave the electrical panel and mains wiring to a licensed electrician. If I smell gas or burning, tell me to leave the house and call the gas utility or a licensed technician. Rules: - List the common fixable causes for these symptoms on this model. - Order checks from safest and cheapest first. - Point me to the manufacturer's manual or official videos for each step. - Tell me which checks need a licensed pro (gas, high voltage). - If a site asks for a login, a CAPTCHA or payment details, stop and hand control back to me. - 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. - Before I pay for any replacement, list the questions to ask the company about why it can't be repaired. Output: A ranked list of possible causes with a check for each, and when to accept the replacement quote. You'll know it worked when: it's fixed, or I'm confident the replacement is really needed. 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/XTownSquareX/status/1945202539730968577
Related cases
- Trace a Mitsubishi engine light to a £100 oxygen sensor instead of a £2,500 catalytic converter with GrokRecreated promptEvidence: Described by poster
After independent garages kept resetting the engine management light and a main dealer quoted £2,500 for a new catalytic converter, Paul Ryan bought a £20 OBD reader, downloaded the data and uploaded it to Grok. Grok said it was the post-cat oxygen sensor, not the converter. A mechanic agreed to replace just the sensor (£100 part, £100 labour) once Ryan signed that it might not fix it. The light stayed off and the sensors read normal; Ryan says it saved £2,000.
Grok · Personal · Source date:
- Sort a $4,288 dealer repair estimate into needed work and likely upsells with ChatGPTEvidence: Described by poster
Cord Silverstein uploaded a dealer's $4,288 estimate for a 2019 Honda Pilot, including a vague photo labelled 'leaking tensioner', and asked ChatGPT to act as a mechanic. It said the coolant flush was legitimate, to ask for photo proof of the timing belt and tensioner leak, that the shock absorbers looked like an upsell because the photo showed a new part, and that alignment was only needed if the shocks were bad. It also explained Honda's service intervals and drafted a polite pushback email.
ChatGPT · Personal · Source date:
- Find a cheaper part for a $2,800 suspension repair quote with ChatGPTRecreated promptEvidence: Shown on video
USA Today reports that TikTok user everything_bylaneise was quoted $2,800 by a mechanic for a suspension issue, and ChatGPT told her she could source the part from a junkyard for $50. An electrician by trade with the right tools, she documented doing the labor herself and, by the article's count, saved $2,750. The article cautions that chatbots can miss steps and this won't work for everyone.
ChatGPT · Personal · Source date: