Skip to main content
U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

21,552 listings found

2004 Acura MDX Touring Package

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Acura MDX Touring Package

Sarasota, FL

UnscoredInsufficient · 0
$1,995Mileage not verified

Sarasota, FL

2004 Ford Escape XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Ford Escape XLT

Fort Myers, FL

UnscoredInsufficient · 0
$2,099163,275 mi

Fort Myers, FL

2012 Dodge Journey SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Dodge Journey SXT

LaBelle, FL

UnscoredInsufficient · 3
$2,252202,239 mi

Comparison: 3 similar vehicles

LaBelle, FL

2017 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Ford Escape SE

Fort Myers, FL

UnscoredLimited · 7
$2,500170,555 mi

Comparison: 7 similar vehicles

Fort Myers, FL

2014 Ford Escape S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Escape S

Port Charlotte, FL

UnscoredLimited · 5
$2,900230,120 mi

Comparison: 5 similar vehicles

Port Charlotte, FL

2008 Ford Expedition Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Ford Expedition Limited

Sarasota, FL

UnscoredInsufficient · 3
$2,900Mileage not verified

Comparison: 3 similar vehicles

Sarasota, FL

No Photo

2000 Ford Explorer XLT

Bradenton, FL

UnscoredInsufficient · 0
$2,950182,008 mi

Bradenton, FL

No Photo

2010 Volvo XC60 3.2

Fort Myers, FL

UnscoredInsufficient · 0
$2,995247,325 mi

Fort Myers, FL

2009 Honda Pilot EX-L

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Honda Pilot EX-L

North Fort Myers, FL

UnscoredLimited · 9
$2,995Mileage not verified

Comparison: 9 similar vehicles

North Fort Myers, FL

1999 Honda CR-V EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Honda CR-V EX

Bradenton, FL

UnscoredInsufficient · 0
$2,995179,356 mi

Bradenton, FL

2017 Ford Escape S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Ford Escape S

Lehigh Acres, FL

UnscoredLimited · 14
$3,000201,662 mi

Comparison: 14 similar vehicles

Lehigh Acres, FL

2008 Honda Pilot EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Honda Pilot EX

Fort Myers, FL

UnscoredLimited · 9
$3,000283,960 mi

Comparison: 9 similar vehicles

Fort Myers, FL

2015 Dodge Journey SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Dodge Journey SXT

Fort Myers, FL

UnscoredLimited · 11
$3,395190,662 mi

Comparison: 11 similar vehicles

Fort Myers, FL

2011 BMW X3 xDrive28i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 BMW X3 xDrive28i

Bradenton, FL

UnscoredInsufficient · 3
$3,495148,345 mi

Comparison: 3 similar vehicles

Bradenton, FL

2010 Mazda CX-9 Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Mazda CX-9 Sport

North Fort Myers, FL

UnscoredInsufficient · 0
$3,499161,000 mi

North Fort Myers, FL

2019 Jeep Cherokee Latitude Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Jeep Cherokee Latitude Plus

Lehigh Acres, FL

UnscoredInsufficient · 3
$3,500239,950 mi

Comparison: 3 similar vehicles

Lehigh Acres, FL

2016 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford Escape SE

Bradenton, FL

UnscoredLimited · 10
$3,500134,197 mi

Comparison: 10 similar vehicles

Bradenton, FL

2014 Nissan Pathfinder S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Nissan Pathfinder S

Lehigh Acres, FL

UnscoredLimited · 19
$3,500157,244 mi

Comparison: 19 similar vehicles

Lehigh Acres, FL

2007 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford Edge SEL

Fort Myers, FL

UnscoredInsufficient · 3
$3,500193,593 mi

Comparison: 3 similar vehicles

Fort Myers, FL

2008 Toyota Highlander Limited Hybrid

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Toyota Highlander Limited Hybrid

LaBelle, FL

UnscoredInsufficient · 0
$3,552250,000 mi

LaBelle, FL

2009 Nissan Murano S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Nissan Murano S

Fort Myers, FL

UnscoredLimited · 7
$3,750141,086 mi

Comparison: 7 similar vehicles

Fort Myers, FL

No Photo

2004 Hyundai Santa Fe Base

Bradenton, FL

UnscoredInsufficient · 0
$3,850204,967 mi

Bradenton, FL

2013 Chevrolet Equinox 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Equinox 2LT

Fort Myers, FL

Fair PriceLimited · 13
$3,900Mileage not verified

Market: $2,900 – $12,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Fort Myers, FL

2002 Chevrolet Tahoe LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Chevrolet Tahoe LS

Sarasota, FL

UnscoredInsufficient · 3
$3,950Mileage not verified

Comparison: 3 similar vehicles

Sarasota, FL

2013 Ford Explorer Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Explorer Sport

LaBelle, FL

UnscoredInsufficient · 3
$3,952165,236 mi

Comparison: 3 similar vehicles

LaBelle, FL

2012 Dodge Journey Crew

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Dodge Journey Crew

Sarasota, FL

UnscoredInsufficient · 0
$3,953190,264 mi

Sarasota, FL

2002 Mazda Tribute LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Mazda Tribute LX

Sarasota, FL

UnscoredInsufficient · 0
$3,990144,941 mi

Sarasota, FL

2015 Hyundai Santa Fe Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Hyundai Santa Fe Sport

Bradenton, FL

UnscoredLimited · 17
$3,995237,119 mi

Comparison: 17 similar vehicles

Bradenton, FL

2013 Kia Sorento LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Kia Sorento LX

Bradenton, FL

UnscoredLimited · 10
$3,995Mileage not verified

Comparison: 10 similar vehicles

Bradenton, FL

2013 Hyundai Santa Fe Sport 2.0T

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Hyundai Santa Fe Sport 2.0T

Bradenton, FL

UnscoredInsufficient · 4
$3,995198,234 mi

Comparison: 4 similar vehicles

Bradenton, FL

2012 Ford Expedition XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Expedition XL

Fort Myers, FL

UnscoredInsufficient · 0
$3,995144,381 mi

Fort Myers, FL

2012 Kia Sorento LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Kia Sorento LX

Bradenton, FL

UnscoredLimited · 7
$3,995195,387 mi

Comparison: 7 similar vehicles

Bradenton, FL

2011 Jeep Liberty Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Jeep Liberty Sport

Fort Myers, FL

UnscoredLimited · 15
$3,995144,882 mi

Comparison: 15 similar vehicles

Fort Myers, FL

2008 Saturn VUE XE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Saturn VUE XE

Bradenton, FL

UnscoredLimited · 6
$3,995102,370 mi

Comparison: 6 similar vehicles

Bradenton, FL

2005 Toyota Highlander Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Toyota Highlander Base

Fort Myers, FL

UnscoredLimited · 8
$3,995131,352 mi

Comparison: 8 similar vehicles

Fort Myers, FL

2012 Ford Flex SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Flex SEL

North Fort Myers, FL

UnscoredInsufficient · 4
$3,999229,205 mi

Comparison: 4 similar vehicles

North Fort Myers, FL

2012 Dodge Journey SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Dodge Journey SXT

Fort Myers, FL

UnscoredLimited · 9
$4,00079,115 mi

Comparison: 9 similar vehicles

Fort Myers, FL

2004 Nissan Xterra SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Nissan Xterra SE

Sarasota, FL

UnscoredInsufficient · 0
$4,000206,850 mi

Sarasota, FL

2012 Chevrolet Equinox 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Equinox 1LT

Sarasota, FL

UnscoredLimited · 12
$4,184153,370 mi

Comparison: 12 similar vehicles

Sarasota, FL

2012 Nissan JUKE SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan JUKE SL

Fort Myers, FL

UnscoredInsufficient · 4
$4,299180,302 mi

Comparison: 4 similar vehicles

Fort Myers, FL

2011 GMC Terrain SLE-1

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 GMC Terrain SLE-1

LaBelle, FL

UnscoredInsufficient · 4
$4,352152,000 mi

Comparison: 4 similar vehicles

LaBelle, FL

2009 Ford Edge SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Ford Edge SEL

Sarasota, FL

UnscoredInsufficient · 0
$4,400195,500 mi

Sarasota, FL

2008 Cadillac Escalade Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Cadillac Escalade Base

Sarasota, FL

UnscoredLimited · 7
$4,495135,250 mi

Comparison: 7 similar vehicles

Sarasota, FL

2013 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Ford Escape SE

Fort Myers, FL

UnscoredInsufficient · 4
$4,499145,557 mi

Comparison: 4 similar vehicles

Fort Myers, FL

2014 BMW X3 xDrive35i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 BMW X3 xDrive35i

Punta Gorda, FL

UnscoredLimited · 6
$4,500209,085 mi

Comparison: 6 similar vehicles

Punta Gorda, FL

2008 Acura MDX Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Acura MDX Base

Port Charlotte, FL

UnscoredLimited · 5
$4,500192,405 mi

Comparison: 5 similar vehicles

Port Charlotte, FL

2012 Hyundai Santa Fe SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Hyundai Santa Fe SE

Fort Myers, FL

UnscoredInsufficient · 0
$4,600163,346 mi

Fort Myers, FL

2016 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Equinox LT

LaBelle, FL

UnscoredLimited · 6
$4,668154,764 mi

Comparison: 6 similar vehicles

LaBelle, FL

2010 Chevrolet Traverse 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chevrolet Traverse 2LT

Fort Myers, FL

UnscoredInsufficient · 0
$4,800161,802 mi

Fort Myers, FL

2013 Chevrolet Equinox 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Equinox 2LT

Port Charlotte, FL

UnscoredLimited · 13
$4,832173,912 mi

Comparison: 13 similar vehicles

Port Charlotte, FL

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.