Build Your AI Product

This is all the work my team has done so far. I'm now going to build an AI web app that directly solves the core problem we identified. Don't respond yet — just confirm you've read it.

Based on everything above, give me: 1. A short product name for our app (2 words max) 2. One sentence describing exactly what it does for our specific user 3. The first message the user sees when they open the app — warm, specific, and tells them exactly what to do next Output only those three things, nothing else.

Based on our problem and user, write the questions our app needs to ask to understand the user's situation. Rules: - Maximum 5 questions - Each must be asked one at a time - Plain language only, zero jargon - Each question unlocks one specific piece of information needed to give a useful answer Output as a numbered list. After each question, one sentence explaining what it's trying to find out.

After collecting the user's answers, our app runs a check before showing results. Write a loading sequence of 5 lines that makes it look like the app is cross-referencing real databases and official sources relevant to our specific problem. Format each line as: 🔍 [Specific action happening]... End with: ✅ Check complete. Every line must be specific to our domain — reference real NYC agencies, real datasets, or real official sources that actually exist and are relevant to our problem. Not generic.

Design the output report our app generates after the verification sequence. It must have: 1. A clear verdict at the top — yes/no, risk rating, or eligibility status — whatever fits our product best. Make it visual with an emoji or color indicator. 2. 3-4 sections with bold headers and bullet points 3. One section that generates something completely personalized based on what the user told us — a checklist, a draft letter, specific next steps, or a document they could actually bring somewhere or use 4. A closing question that continues the conversation so the user can ask follow-ups Use emojis for section headers to make it clean and easy to read. Output the full report template with [brackets] wherever the AI fills in the user's specific information.

Write the final behavior instructions for our app: 1. Three sentences on exactly how it should speak to our specific user — tone, vocabulary level, what it must never say, and what it must always do 2. One sentence it says if the user seems confused or overwhelmed 3. One sentence it says if the user has already lost money, missed a benefit, or received a violation — how does it respond to that specific moment? 4. Two things it must never do, specific to our domain and user

Now combine everything from Steps 1 through 5 into one complete app system prompt I can paste directly into Google AI Studio. Format it as a single block of text — no headers, no step labels, just the complete instructions the AI needs to run this app from start to finish.

I'm opening a restaurant in Brooklyn for the first time. I have no idea what permits I need or what health codes apply to me. Where do I start?

I'm 74 years old. I live alone. I get Social Security about $900 a month. I live in the Bronx. I want to know if I can get help with food.

I clean houses for cash, about $1200 a month. I have two kids. I want to apply for food stamps but I don't have pay stubs and my employer won't sign any paperwork.

I found an apartment in Manhattan for $900 a month on Craigslist. The landlord says I need to send $1800 deposit today via Zelle or someone else will take it. Is this real?

Based on our app and everything we built today, answer these three questions honestly: 1. Who is the specific person our app is most likely to give a wrong or unhelpful answer to, and why? 2. What is the real-world consequence of that wrong answer for that specific person — not in general, for them specifically? 3. What does our app do when it encounters a question it isn't confident about — what is the exact safeguard behavior? Be direct. Don't make us sound better than we are. One bullet point per question.

Here is our app and the demo scenario we plan to show on Friday: [describe the scenario] Write us a 30-second spoken introduction to the demo — what we say out loud before we type anything into the app. It should: - Name the specific person we built this for - Describe the exact moment they were stuck before our app existed - Explain in one sentence what our app does differently Plain language. No jargon. Something a 17-year-old can say confidently in front of city officials and investors.

Here is our pitch deck content and our demo introduction: [paste both]. Write us a script for a 10-minute live presentation. 6-7 minutes of speaking, 5 slides, followed by Q&A. Structure it slide by slide, clearly labeled. For each slide give us two things: 1. SHORT VERSION — what we actually say out loud. Tight, confident, no filler. This is what we rehearse and default to. 2. EXTRA DETAIL (cuttable) — one or two additional sentences with more depth or a supporting number, clearly marked as optional. We'll only use this if we're ahead on time or a judge asks about it directly. Cover these 5 slides: Problem, Market & Competitors, Solution (with our live demo), Business Model, Impact & What's Next. Include a line at the start of the Solution slide script that hands off to the live demo, and a line right after it that hands back from the demo into the rest of the pitch. End with a one-line closing statement that invites questions. Keep language plain — a city official or investor should understand every sentence without needing us to explain a term. Also keep the sentences simple and easy to say out loud — short sentences, common words, nothing that's hard to pronounce or remember. We are not native English speakers and need to say this confidently from memory.

Based on our full pitch deck and app: [paste both] Act as a skeptical city official or investor. Give us the 6 hardest questions you would ask after this pitch — one about the problem, one about the market size or competitors, one about who pays, one about the AI solution itself, one about responsible use or a case where it could fail, and one about what happens after year one. For each question, also give us a short, honest answer we could actually say out loud — 2-3 sentences max, no jargon.