A feasibility analysis built around your actual plan.
Enter an address, a category, your radius - then your investment budget and how big you're actually building it. Bifyo scores the location with scientifically analyzed real census, competitor and mapping data, then reasons out a seasonal 12-month customer and revenue projection for that exact plan.
What the analysis covers
Every example below is from a real report run on 220 5th Ave, Brooklyn - a Cafeteria, analyzed this week.
Tell us your budget and your capacity - seats, rooms, chairs, bays, whatever your category actually runs on - and Bifyo AI model reasons out a real, seasonal month-by-month customer and revenue forecast for that exact plan.
Home prices, home rents and retail rents per m² from current listings around the address - plus what residents likely earn, read from what housing there costs. Outside the US, that income figure drives the whole report.
Real demand compared against real nearby supply, down to a specific radius - surfacing exactly where a category is under-served.
Every nearby competitor's real reviews, mined for recurring complaints and recurring strengths - not just a star rating.
Category-specific cost structure and ticket size, three revenue scenarios, real market rent from nearby listings and an estimated break-even month.
One blended score across location demand, financial health, stress-tested resilience and real competitive edge - every weight shown, and adjustable to your own priorities.
Put several candidate locations side by side on the same scoring frame, weighted by the priorities you actually care about.
How it works
Country, state, city - or drop a pin and set a radius.
130 categories with their own demand and competition models.
Investment budget and your planned size - seats, rooms, chairs, whatever fits the category - feed a personalized 12-month projection.
Compare, save, export the report, brief your investors.
Your 12-month projection
NewEvery other tool stops at a generic category estimate. Bifyo asks two more questions - your investment budget, and a category-specific capacity question - then reasons out a real, seasonal month-by-month forecast for that exact plan, grounded in scientifically analyzed local data.
...and 4 more capacity archetypes covering all 130 categories - a car rental gets "how many cars," a bowling alley gets "how many lanes," never one generic number for every business type.
Once you've entered a plan, the rest of the report's numbers - revenue scenarios, rent as a share of revenue, break-even month - switch to match it. One consistent story, not two competing estimates on the same page.
Opportunity Score
In every reportA 0-100 read on market conditions at one address, built from six components. Each is shown on its own, with an icon, so you can see at a glance which ones carry the score.
220 5th Ave, Brooklyn · Cafeteria · 800 m radius
Competition is scored inversely - 5 here means almost no direct rivals nearby, not that competition is weak in absolute terms.
Market sizing that counts real hotels, not just residents
A TAM → SAM → SOM funnel most tools stop at raw census population. Bifyo adds real nearby anchors - hotels, malls, offices, parks within your exact radius - so a busy commercial corridor with few actual residents doesn't collapse to a near-zero estimate.
Every anchor is a real, named place from mapping data, counted only if it's actually inside your radius - never a flat citywide guess.
Financial feasibility
Pro & BusinessOnce you've entered a plan, every number below is built from your own 12-month projection - pessimistic and optimistic are the actual lowest and highest real months, not a synthetic ±% swing. All figures are gross revenue: total monthly sales before rent, staff or ingredients.
Real local rent, prices and customers
NewNo "rent = 10% of revenue" rules of thumb. For every report, Bifyo researches current commercial listings near the address, what this kind of business actually charges locally, and what really drives customers there - foot traffic, residents, last year's tourist arrivals - then shows you every criterion it checked.
Real estate intelligence
NewEvery full report reads the current homes-for-sale, homes-for-rent and retail listings around the address - on the portals that country actually uses - and turns them into property values, rents and the income the people living there likely earn. Below: the real figures from the sample report's address (Park Slope).
Most countries publish no neighbourhood-level income statistics (Turkey, for example). There, the housing-based income replaces a broad national average in every calculation - the Demand score, the Feasibility Score and the financial estimates - so a premium district and a modest one are no longer treated the same.
The official Census figure stays the one used. The housing-based income is shown beside it - here $149,300 against a $80,263 Census median (+86%) - a sign the immediate area is pricier than the wider county the Census figure describes.
Competitor gaps and SWOT
Bifyo reads the real Google reviews of every competitor in radius and surfaces what customers complain about - and praise - repeatedly. Never an invented rival, never a made-up quote.
Regional context
The standard PESTLE framework. Economic, Social and Environmental reorganize real data already in the report. Political, Legal and Technological come from Bifyo AI model web research - or honestly say "not tracked" when nothing real is found.
Certificate of Occupancy, a Sales Tax Certificate of Authority, and a Department of Buildings signage permit if signage exceeds six square feet - NYC's standard small-storefront checklist for this address.
Park Slope Fifth Avenue is one of the neighborhood's busiest retail corridors - new competitors are actively moving in, with chains and independents alike opening outposts along the strip since 2022.
Card-present transactions and delivery-platform penetration are high among nearby operators in this category - a POS with integrated delivery routing is effectively table stakes here.
Every other real signal in the report
Compares a candidate address against your own existing locations (added in My Locations) - flags when their catchments overlap, so you never double-count demand you already serve.
Bifyo AI model reads a real street-level image of the exact address - sightlines, frontage, walkability - and scores it 0-100. Informational, verify in person before deciding.
A quarterly demand curve (tourism, academic calendar, weather) for this category and location, feeding a short seasonal note next to the Demand score.
Real mapped storefronts and vacancy rate nearby, from OpenStreetMap - a high vacancy rate can be an early signal of a struggling strip.
Real county-level hazard index - hurricane, flood, earthquake, wildfire and more - so a storefront's insurance and interruption exposure isn't a surprise later.
Three Feasibility Score presets - Balanced, Growth-focused, Risk-averse - reweight location, financial health and resilience to match how you actually think about risk.
Explore Map & Opportunities
Browse a whole city on one map, colored by whichever layer matters to you, or pick a specific address and see every category already analyzed there.
Who it's for
Deciding on one site. Get a defensible read - and a projection built from your own budget - before signing a lease.
Screening many locations. Rank a shortlist on the same criteria, each with its own capacity-specific projection.
Building a case. Export the numbers and the methodology behind every one of them.
Advising clients. Replace a week of desk research with a sourced report and a real financial model.
Questions we get asked
What makes the 12-month projection different from the Market sizing number?
Market sizing estimates the whole category's addressable market at an address, regardless of who opens there. The 12-month projection is reasoned from the specific plan you enter - your budget and your capacity (seats, rooms, chairs...) - combined with real seasonality for that category and place. Once you've entered a plan, the rest of the report's financial numbers (revenue scenarios, rent recommendation, break-even) switch to match it, so nothing on the page contradicts itself.
How fresh is the data?
Verified demographic data follows its official release cycle. Competitor data is pulled live at analysis time. Every figure on a report is labeled REAL or Bifyo AI model - never blended into one undifferentiated number.
Which countries are covered?
Every country. Search any street or address on Earth and Bifyo geocodes it and runs the full scoring model, backed by live competitor data everywhere. Verified government demographic data - the REAL badge - is available today for the United States at census-tract (neighborhood) level; every other country uses the same scoring engine with Bifyo AI model estimates standing in for that one layer, always labeled as estimated, never shown as REAL.
Does a high score guarantee the business will work?
No. The score measures market conditions at a location - demand, competition, growth, accessibility, density and fit. It does not measure operator skill, product quality, hiring or timing.
Can I use a report with an investor or a lender?
Yes. Reports export as print-ready PDFs with every weight and source stated, so a reader can check the arithmetic rather than take it on trust.
What happens when the AI research finds nothing?
The card says it found nothing for that location. It doesn't substitute a generic answer or a national average dressed up as local fact.
See it on your own address.
One full report for $49, no subscription - or see a sample report first. Every number labelled by source.
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