Finding a place is easy but finding the right place is a science.

Don't Risk $500K on the Wrong Location

Before you invest in a car wash location, know exactly which locations have the traffic, customers, and opportunity you need. Real data. Clear answers. No guesswork.

The Problem

Bad Locations Kill Good Businesses

Most location decisions are based on gut feel, not data. The result? Expensive failures.

!

Guesswork Over Data

Many businesses choose locations based on gut feel, leading to preventable failures.

High failure risk
$

Costly Mistakes

A bad location decision can mean losing your entire investment-often $300K to $500K+.

$500K+ at stake
?

No Way to Know the Risk

Without proper analysis, you're flying blind on one of your biggest business decisions.

Unknown odds
Our Services

Comprehensive Location Intelligence

Everything you need to make confident location decisions, backed by real data.

01

Find the Best Locations

We identify which areas have the right mix of traffic, customers, and low competition for your business.

  • Neighborhood-level detail
  • Ranked recommendations
  • Clear scoring criteria
  • Easy-to-read maps
02

Know Your Customers

Understand who lives nearby-their income, spending habits, and whether they match your ideal customer.

  • Population & income data
  • Household characteristics
  • Growth trends
  • Customer fit analysis
03

Real Traffic Counts

Know exactly how many cars pass by each day using official government traffic data-not guesses.

  • Actual vehicle counts
  • Federal highway data
  • Traffic pattern insights
  • Visibility scoring
04

Revenue Projections

See what you could earn-with best case, expected, and worst case scenarios so you can plan ahead.

  • 3 realistic scenarios
  • Based on real traffic
  • Industry benchmarks
  • Clear assumptions
05

Risk Assessment

Understand what could go wrong and the likelihood of different outcomes before you commit.

  • Probability of success
  • Downside scenarios
  • Clear Go/No-Go advice
  • Honest risk ratings
06

Competition Mapping

See where competitors are located and find underserved areas with room for your business.

  • Competitor locations
  • Market saturation
  • Gap identification
  • Distance analysis
Why AniPoint

What Makes Us Different

We don't guess-we calculate. Our methodology is transparent, validated, and data-driven.

A

Real Traffic Data

We use actual traffic counts, not demographic proxies or estimates. Real numbers, real accuracy.

Competitors: Estimated traffic
B

Probabilistic Modeling

We run extensive scenario modeling to show you the range of possible outcomes — not just one number.

Competitors: One number guess
C

Interactive Maps

Web-based maps let you explore data yourself. Perfect for investor presentations.

Competitors: Static PDFs
D

Transparent Methodology

We show you exactly how scores are calculated. Want to weight something differently? Just ask.

Competitors: Black box analysis
E

Reliable & Consistent

Our analysis is automated and tested-so you get accurate results every time, not manual errors.

Competitors: Manual, error-prone
F

Rapid Turnaround

We deliver comprehensive analyses in days, not weeks.

Competitors: 2-4 week delivery
Potential Savings

What's at Stake?

A small investment in research can help you avoid a costly location mistake.

Your Investment

Average car wash build cost

$300K–$1.5M
Our Analysis

Location analysis study

$549–$2,899

Intro pricing — all three tiers

Potential ROI

If we help you avoid one bad location

60–400x return

Case Study: The Cost of a Wrong Location

Imagine you're considering two areas for your car wash. Area A looks promising — good visibility, busy road. Area B seems similar. Without data, you might flip a coin.

But our analysis reveals: Area A has 18,000 vehicles/day passing by. Area B? Only 6,000. Area A is in a neighborhood with growing population and fewer competitors. Area B is in a declining area with 3 car washes within 2 miles.

The difference? Area A could generate $400K+ in annual revenue. Area B might struggle to break even. A $1,599 Standard analysis just helped you avoid a potential $300K+ loss.

Introductory Pricing

Three Tiers of Decision-Grade Analysis

Pick the depth that fits the decision. Launch pricing reflects a limited-time discount on every tier — standard rates apply once we exit early access.

Tier 1 — Basic
$1,099 $549+
Top-10 tract shortlist for one market
Intro pricing
  • Executive summary & verdict
  • Market-at-a-glance demographics
  • Top 10 recommendations table
  • Market growth & commuter analysis
  • Top-10 preview map with tract stats on hover
  • Methodology & data sources
Contact Us
Tier 3 — Premium
$5,799 $2,899+
Investor-ready · full risk modeling
Intro pricing
  • Everything in Standard
  • Probabilistic risk modeling at scale
  • Probability of loss / VaR / upside metrics
  • Tract-level risk profile map (Monte Carlo probability of loss)
  • Full opportunity-zones map with property filters
  • National & local industry context
Contact Us
Our Process

From Question to Answer in Days

We deliver thorough analysis faster than traditional consultants-so you can move quickly on opportunities.

1

Tell Us Your Goals

Share your target areas, budget, and what matters most to your business.

2

We Gather the Data

We collect traffic counts, demographics, and competitor info from official sources.

3

We Run the Numbers

We score locations, project revenues, and identify the best opportunities.

4

You Get Answers

Maps, reports, and clear recommendations you can act on.

Data-Driven

Powered by Authoritative Sources

We don't guess-we use official government data and real-time mapping services.

Federal Highway Data

Actual daily traffic counts measured at the road-segment level.

Official Source

Census Demographics

Detailed neighborhood data: population, income, age, education, and more.

Official Source

Economic Trends

County-level economic data to understand market growth potential.

Official Source

Business Counts

Official counts of businesses by industry to measure competition levels.

Official Source

Competitor Locations

Real-world business locations to map exactly where competitors operate.

Live Data

Inflation Data

Purchasing power adjustments so revenue projections reflect real value.

Official Source
About

Who's Behind AniPoint

RB

Robed Beauvile-Owen

Founder & Principal Consultant · PhD, Mathematics

Senior data scientist with five years building production analytics and geospatial systems across the marketing-analytics and e-commerce industries. PhD in Mathematics from the University of Pittsburgh. I started AniPoint to bring that same rigor to a high-stakes decision car wash operators face every time they sign a lease.

Connect on LinkedIn →

PhD
Mathematics, University of Pittsburgh
5+
Years Senior DS / ML Engineering
GIS
GeoPandas & production geospatial pipelines

Ready to Find Your Perfect Location?

Get in touch to discuss your project. We'll answer your questions and see how we can help.

rbeauvile@anipointresearch.com