Market research for your
business idea.
IdeaFuel researches your idea, tells you whether it will actually work, and gives you the business plan and financial model to act on it. Already running a business? It does the same for whatever you are thinking of adding next.
Every claim sourced · A clear yes or no · Ready in about an hour
First scan of your business is free · No credit card
AI Meal Planner for Busy Parents
Created Apr 14, 2026
A meal planning app that builds backward from your budget, learns your family's actual eating patterns, and outputs the grocery list directly. For busy parents who don't know how to cook.
It's 6:14 PM on a Tuesday. Sarah is staring into her fridge with two hungry kids behind her, $43 left in the grocery budget for the week, and zero energy left to plan what's for dinner. Again.
Sarah, 34. Marketing manager. Two kids under 6. Cooks at a beginner level. Spends 45 min every Sunday dreading the meal plan. Wants to feed her family well without losing her Sundays.
AI Agent Insights
Generated from your conversations with the AI agent
Pricing power lives in the budget tier
The $9 Pro tier is too cheap relative to the value delivered. Strong willingness to pay $15 to $19 for the family-shared plan based on conversations with parents managing $200 to $300/wk grocery budgets.
Distribution: parenting communities, not app stores
Three parents independently mentioned discovering tools through Reddit (r/parenting, r/mealprep) and TikTok meal-planning creators. Direct app store search was last on the list.
Works two ways. Same research either way.
You have an idea.
A thought you cannot put down. IdeaFuel interviews you about it for ten minutes, then goes and researches it: who already sells this, what their customers complain about, whether anyone is searching for it, and what it would cost you to enter. You come out with a straight answer and, if the answer is yes, the plan and the numbers to start.
Start with an ideaYou have a business.
A new product line, an adjacent service, a second location. IdeaFuel reads your business and ranks the moves worth considering, scored on the things that actually sink owners: whether the core runs without you, what the ramp drains from your cash, and whether you have a manager ready. Pick one and it researches that move in full.
Scan my business, freeShould I spend a year and my savings on this, and if so, what do I do first?
That is the question everything below answers.
Why not just ask ChatGPT or Claude?
You can, and for plenty of things you should. We use the same underlying models they do. Here is what is different about using this instead.
It is built to agree with you.
General assistants are tuned to be helpful and encouraging, and they are very good at it. Ask one whether your idea is any good and you will get enthusiasm, a tidy plan, and a list of your strengths. You cannot prompt that out of it. It is the product working as designed.
This one looks for the problems.
It argues with itself before it answers you, and when it cannot reach agreement it says so on the page instead of quietly splitting the difference. It can come back and tell you to drop the idea, and it does.
It stops as soon as it sounds confident.
A chat window is optimised for a fast, fluent reply. It will glance at a few sources, or none, and then write something that reads exactly like research. Fluency and evidence look identical on the page, which is the whole problem.
It reads hundreds of sources before it answers.
A report is a job, not a message. It runs for as long as the work takes and reads hundreds of sources before it says anything, then links every claim so you can go and check it yourself.
It treats every business the same.
Ask about a coffee shop and a developer tool and you get the same shape of answer, sourced the same way, sized against a global market number that means nothing to one of them.
It researches your kind of business differently.
A shop, an online brand, an agency and a software product each get researched in different places, sized against the market they can actually reach, and judged on the numbers that decide whether that kind of business works.
You cannot check its work, or change it.
You get a wall of text. If a number is wrong there is nothing to correct, no way to see where it came from, and no way to ask what happens if it is 20% lower.
You can change any number in it.
The financial model is live. Every assumption is visible, sourced, and editable, and changing one updates everything downstream of it. The report is a thing you work with, not a thing you receive.
A chatbot writes about your idea. This one researches it.
Real research, with
sources you can check.
You get named competitors and what their customers complain about, the size of the market and how fast it is growing, what people are actually searching for, and who has tried this before. It reads hundreds of sources to get there, and looks in the places your kind of business is actually discussed, which is not the same for a coffee shop and a software product.
A clear yes, no,
or not yet.
Most tools hand you a pile of research and leave the decision to you. This one makes the call: build it, wait, or drop it. You get the handful of facts the decision rests on, an honest note about anything it is unsure of, and the specific thing that would have to change to flip the answer. It also goes looking for whoever already tried this and failed.
A business plan and
a financial model.
A full business plan, a financial model with three-year projections and a break-even date, your positioning and pricing tiers, and a competitive analysis. All of it exports to Excel and PDF. The plan matches how your business will really be funded, and the model uses the numbers your business actually runs on: order value for a shop, billable rate for an agency, subscriptions for software.
Fair questions.
Why would I not just ask ChatGPT or Claude?+
For plenty of things you should. But a general assistant is tuned to be encouraging, it stops researching as soon as it can write something that sounds right, and it has no way to show you where a number came from. Those are not prompt problems. You cannot instruct your way out of them.
Are you just a wrapper around those models?+
We use the same frontier models everyone else does, and we would be lying if we said otherwise. Nobody has an advantage there any more. The advantage is in what you point them at, how long you let them work, what you make them prove, and what you refuse to let them tell you. That is the product.
Will it just tell me my idea is great?+
No, and that is the entire point. It actively builds the case against your idea, including digging up whoever already tried it and what happened to them. Plenty of reports come back saying do not do this. If you want encouragement, it is free and available everywhere else.
I already have a business. Is this for me?+
Especially. Give it your business and it comes back with the expansions worth considering, ranked, and honest about which ones your business is not ready to survive. The first scan is free.
How do I know the research is real?+
Open the links. Every claim in the report carries its source, and some of the numbers come straight from public government data rather than from a model at all. Read a full sample report before you sign up for anything.
Find out if your
idea will work.
Read a complete sample report first, no signup needed. If you already run a business, your first scan is free.
Free to start · No credit card · Ideas stay yours