How SiteSweep Scores Business Locations: The 10-Factor Algorithm
Buying a business is the biggest financial decision most people ever make. And the single biggest predictor of whether that business will succeed or fail? Location. Not the product, not the team, not the marketing — location.
SiteSweep is a location intelligence tool that scores potential business sites across 10 dimensions and assigns a letter grade from C to AAA. It takes data that would normally require weeks of manual research and compresses it into a score you can act on.
Here's exactly how the algorithm works.
The 10 Scoring Factors
Every location gets evaluated on 10 independent dimensions. Each dimension is scored against population averages — meaning SiteSweep isn't grading on a curve, it's comparing against all available data for that category.
1. Traffic Volume (Weight: 15%)
Daily vehicle and foot traffic counts in the immediate vicinity. This is the lifeblood of any retail or service business. SiteSweep pulls traffic data from public DOT records, satellite imagery analysis, and municipal traffic studies. A gas station on a 40,000 AADT road scores very differently than one on a 4,000 AADT rural highway.
2. Demographics (Weight: 12%)
Population density, median household income, age distribution, and growth rate within a 1, 3, and 5-mile radius. A car wash in a high-income suburb with 50,000 residents within 3 miles is a fundamentally different opportunity than one in a declining rural town of 2,000.
3. Competition Density (Weight: 12%)
Number and proximity of direct competitors. This is a double-edged factor — some competition validates the market, but oversaturation kills margins. SiteSweep maps every competitor within the trade area and calculates a saturation ratio.
4. Access & Visibility (Weight: 10%)
How easy is it to get in and out? Is the entrance on a divided highway requiring a U-turn? Is there a traffic light? Can drivers see the business from 500 feet away? Access friction is a silent killer — a location can have great traffic but terrible conversion if nobody can actually pull in.
5. Growth Trajectory (Weight: 10%)
Is the surrounding area growing, stable, or declining? SiteSweep analyzes building permits, new construction, population migration trends, and planned developments. A site that's average today but sits in a high-growth corridor could be an A+ in three years.
6. Anchor Tenants (Weight: 10%)
Proximity to major traffic generators — Walmart, Costco, major employers, hospitals, universities. Anchor tenants bring predictable, high-volume traffic that benefits every business in their orbit. A gas station next to a Costco is a very different proposition than one on an empty stretch of highway.
7. Zoning & Regulatory (Weight: 8%)
Current zoning classification, permitted uses, setback requirements, signage restrictions, and any pending zoning changes. A site might be perfect in every other dimension, but if zoning restricts your intended use, none of it matters.
8. Lot Layout & Physical (Weight: 8%)
Lot size, shape, grade, parking capacity, building condition, and expansion potential. A 0.3-acre triangular lot with a crumbling building scores differently than a flat 1.5-acre rectangle with a modern structure. Physical constraints directly impact operational capacity and future investment requirements.
9. Market Conditions (Weight: 8%)
Current asking price vs comparable sales, cap rate benchmarks, local commercial real estate trends, and interest rate environment. SiteSweep isn't just scoring the location — it's scoring the deal. A great location at a terrible price is a bad acquisition.
10. Seasonal & Temporal (Weight: 7%)
How does the location perform across seasons? A car wash in Minnesota has very different winter vs summer dynamics. A beach town convenience store might do 70% of its annual revenue in 3 months. SiteSweep factors in seasonal variability so you're not buying a summer business at a 12-month valuation.
Each factor is scored 0-100 based on percentile rank against the full dataset. A score of 75 on Traffic means the site has more traffic than 75% of all locations in the database. Weights determine how much each factor contributes to the overall grade.
The Grading System
After all 10 factors are scored and weighted, SiteSweep assigns a letter grade. These aren't arbitrary — they're distribution-based, calibrated against the full population of scored sites.
| Grade | Meaning | Frequency |
|---|---|---|
| C | "That Ain't It" — Meets minimum criteria but has significant drawbacks. Might work for a very specific buyer but not broadly attractive. | ~25% of sites |
| B | "Good but not Great" — Solid fundamentals with notable limitations. Could be profitable but requires realistic expectations. | ~30% of sites |
| A | "Pull the Trigger" — Strong across most dimensions. This is a site worth pursuing aggressively. | ~15% of sites |
| A+ | "Unicorn" — Exceptional across the board. Rare find that checks almost every box. | ~3% of sites |
| AAA | "Great White Buffalo" — Statistical anomaly. Scores in the top percentile across multiple dimensions simultaneously. Once in a lifetime. | <1% of sites |
Sites that don't meet minimum thresholds across enough factors don't receive a grade at all. The majority of locations — roughly 26% — fall below the C threshold. This isn't a system that grades on a curve to make everything look good. Most sites are mediocre, and the algorithm reflects that.
The Self-Improving Engine
Here's where SiteSweep diverges from every other location analysis tool on the market: the algorithm gets smarter over time.
Every site that gets scored feeds back into the dataset. The population averages recalibrate. The weights adjust based on correlation with actual outcomes. If Factor 6 (Anchor Tenants) turns out to correlate more strongly with business success than the initial 10% weight suggests, the algorithm adjusts.
This is exponential data growth on serverless infrastructure. The algorithm never stops running. New public data — traffic counts, census updates, building permits, commercial sales — gets continuously ingested and the scoring model recalibrates automatically.
The practical effect: a site scored today will be scored more accurately than one scored six months ago, because the model has six more months of data informing its benchmarks.
What SiteSweep Doesn't Do
Transparency matters. Here's what SiteSweep is not:
- Not a crystal ball — No algorithm predicts the future with certainty. A site that scores AAA can still fail if the operator is incompetent or the market shifts unexpectedly.
- Not a replacement for due diligence — SiteSweep is a screening tool. It tells you which sites are worth investigating further. You still need financials, inspections, and legal review before acquiring.
- Not real-time — Data sources update on different schedules (traffic: annually, census: every few years, permits: monthly). Scores reflect the best available data, not live conditions.
Think of SiteSweep as the first filter in your acquisition funnel. Instead of driving to 50 sites and spending weeks on research, you score them all in minutes and focus your time on the A-grade and above locations that deserve deeper analysis.
Built for Operators, Not Analysts
Most location intelligence tools are built for commercial real estate brokers and corporate site selection teams with six-figure budgets. SiteSweep is built for the person who's buying their first or second business and needs to make a smart decision without a consulting firm.
It's a desktop application. $79, one-time. No subscription, no per-report fees, no "contact sales for pricing." Score as many sites as you want, forever.
Score your next acquisition site
SiteSweep — $79 one-time. 10-factor location intelligence. C to AAA grading. Self-improving algorithm.
Get SiteSweep — $79Also check out Scan0tron for AI screen intelligence and JRD Garage for auto shop management — all one-time purchase tools from JRD Connect.
— Jay Durango, JRD Connect