What Restaurant Owners Should Ask Before Buying Into "AI"

Sales conversations about AI tend to move fast and stay comfortably vague, on purpose. The questions below are meant to slow that down and get you answers you can actually act on, not just nod along to. Bring a notepad to the meeting and actually write down the answers, because vague answers sound a lot more convincing in the moment than they do when you read them back later.

Questions about what it actually does

• What specific problem does this solve, in one sentence, without the word 'AI' in the answer
• What happens if I turn this off for a month, what changes
• Does this require me to change my POS, my kitchen workflow, or my staff's routine
• How long does setup realistically take for a restaurant my size
• What does this look like on my slowest night versus my busiest

Questions about safety and accuracy

If the product touches allergens, dietary tags, or anything guests will rely on for a health decision, ask directly what the human checkpoint is. Ask what happens when the underlying AI model is unavailable or wrong, does the whole feature fail, or does it degrade gracefully to something still accurate. A vendor who's thought about failure modes will have a specific answer. A vendor who hasn't will change the subject to something more impressive-sounding.

Questions about your specific guests

A lot of pitches are built around a generic restaurant that doesn't quite match yours. Ask how the product handles your actual guest mix, a mostly regulars crowd versus a mostly tourist one, a menu with heavy regional dish names versus something more familiar. Ask what happens with a guest who doesn't speak the language the product was mainly built and tested in. A vendor who's thought seriously about your specific situation will have a real answer. A vendor who hasn't will repeat the same generic pitch back at you with your restaurant's name inserted.

Questions about the money

Ask exactly how pricing works, not the headline number but the mechanics. Is there a performance component, and if so, measured against what baseline. A vague promise of "more revenue" isn't a pricing model, it's marketing. Ask what the control period looks like, how lift gets measured, and whether you can see that math yourself rather than taking their word for it.

Questions about what happens if you leave

It's easy to focus entirely on the onboarding conversation and forget to ask what offboarding looks like. Ask what happens to your menu data, your dish photos, your accumulated guest preference data, if you decide to cancel in six months. A vendor confident in their product usually has a straightforward answer, you keep your own content, you can export what you built, there's no lock-in designed to make leaving painful. A vague or evasive answer here is a signal worth taking seriously before you commit.

Questions worth asking about your own staff's role

It's easy to focus a pitch entirely on what the software does and forget to ask what it means for the people already working the floor. Ask whether the product expects your staff to learn a new workflow, and if so, how long that actually takes in practice, not in a training video. Ask what happens to the parts of the job the tool is meant to absorb, do staff get more time for the things that actually need a person, or does the tool just add one more screen for them to babysit on top of everything else they're already doing. A vendor who's thought about your team's actual day will answer this without hesitation.

Red flags worth taking seriously

• Vague answers that get more confident instead of more specific when pressed
• No willingness to show the product running on messy, real data instead of a clean demo
• Reluctance to name a single current customer you could actually call
• A pricing model that's hard to explain in under a minute
• Pressure to sign quickly before you can think it over

A question worth asking last

Can I talk to a restaurant using this right now, not a case study on a website, an actual owner you can call. The answer, and how quickly it comes, tells you something about how confident the vendor actually is in their own product.

TasteGraph's answers to these are straightforward: it reorders your existing menu per guest and answers dish questions, allergen tags require your own kitchen's sign-off before guests see them, pricing is a flat subscription plus a performance component measured against your own restaurant's control period, and you can start building your menu for free before deciding anything.