When something just broke — and you need to figure out what to do next.
The dishwasher won't drain. The furnace is making a new noise. You can't find the manual. The AI Product Assistant helps you work the problem with what you already own.
What the AI Product Assistant does
The AI Product Assistant has a small, useful job: it organizes what you already own, points at trusted external resources for the product in front of you, and captures the work you do as you do it. That's the whole job. It is built on the assumption that the most useful thing AI can do in a broken-appliance moment is find the manual you already have, check whether the item is still under warranty, and surface the manufacturer's repair guide — not invent a diagnosis from a paragraph of symptoms.
What it isn't
- Not a diagnosis. It does not name a likely cause for your specific situation, and it will not tell you which part has failed.
- Not a substitute for a service call or a licensed technician. When the problem is real, the answer is sometimes "call someone qualified," and the assistant will say so.
- Not a recommendation to repair or replace. That decision is yours, with help from the cost calculator on each item's page. The assistant gathers information; it does not make the call.
- Not unbounded. Every response cites its sources, declares whether the answer is grounded in manufacturer documentation or general web search, and ends with a one-line disavowal so you know what you're reading.
Four moments it's built for
The assistant lives inside Stuffolio. These are the situations where opening the app and tapping the AI Product Assistant tile is the right move.
"The dishwasher won't drain."
Symptom-aware orientation — Tap the Troubleshoot tile and a text field appears: "Describe what's happening (optional)." Type a sentence in your own words ("doesn't drain after the rinse cycle," "humming but no water"), or skip it. The assistant restates your words at the top of the result, lists the common failure modes for that product category with source attribution, and points at the manufacturer's troubleshooting guide. It will not tell you which failure is yours.
"I can't find the manual."
Resource retrieval — The assistant finds the manufacturer's manual for the product on your shelf and presents it without summarizing. You read it; you decide. If you've already added the manual to the item record, it surfaces what's there first.
"What part fits this furnace filter?"
Compatibility lookup against what you own — The assistant uses the model number on your item record to find the manufacturer's compatible-parts page. No guessing from a vague description; the lookup is anchored to the item you already have.
"Is this still under warranty?"
Warranty phase check — The item's warranty record tells you whether you're in full coverage, parts only, or out of coverage right now. The assistant surfaces the manufacturer's support contact page if you need to make a call.
Why this shape, not another
Most AI features for "the home" are built around being clever: photo recognition, smart suggestions, a confident-sounding answer. Stuffolio is built around being a useful filing cabinet at the moment a real thing breaks. The AI Product Assistant is the shape of that idea: it does not try to be the technician, it tries to be the well-organized homeowner who happens to have the manual, the warranty, and the part number already in hand.
That framing is load-bearing. It is the thing that lets us promise the assistant will never tell you to replace an $80 part you don't need — because we never ask it to recommend a part in the first place.
"Organize what you already own. Point at trusted resources. Capture the work. Do not diagnose."
Pricing
Stuff Scout and the AI Product Assistant call paid AI services per use.
Free to try at install: 10 AI Product Assistant searches, alongside 5 Stuff Scout items, 5 OCR receipt scans, and 5 Repair-Keep-Replace recommendations. Quotas expire when you reach the cap or 7 days after install — whichever comes first. After that, the AI Product Assistant requires an optional $2.99/mo or $19.99/yr subscription. The base Stuffolio app is yours forever for $9.99. Full trial breakdown →
The subscription exists because each call to the AI Product Assistant has a real per-use cost. We charge for AI separately so the people who use it cover the cost — and so the people who never touch it never pay for it. The core Stuffolio app (inventory, warranty phases, Decision Memory, Legacy Wishes, Family Sharing, and the rest of the lifecycle product) does not require a subscription, ever.
Keep reading
- See the "Something just broke" use case — how the AI Product Assistant fits the moment.
- All Stuffolio features — the full capabilities reference, including the rest of the lifecycle product the base app gives you.
- Why this app exists at all — Terry's essay on building Stuffolio at 73, and how the AI fits into the work.
- How Stuffolio compares to other inventory apps — including a cost calculator that includes the cheapest competitors honestly.
Try Stuffolio
The AI Product Assistant ships inside Stuffolio today. Free to try at install.