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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 21, 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

35,859 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

Miami, FL

UnscoredInsufficient · 0
$1,999173,308 mi

Miami, FL

2004 Lexus RX 330

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

2004 Lexus RX 330

Miami, FL

UnscoredInsufficient · 3
$2,298265,310 mi

Comparison: 3 similar vehicles

Miami, FL

2011 Volkswagen Tiguan S

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

2011 Volkswagen Tiguan S

Hialeah, FL

UnscoredInsufficient · 0
$2,390154,091 mi

Hialeah, FL

2002 Jeep Liberty LIMITED

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

2002 Jeep Liberty LIMITED

Miami, FL

UnscoredInsufficient · 0
$2,500136,845 mi

Miami, FL

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Hialeah, FL

UnscoredLimited · 5
$2,600164,786 mi

Comparison: 5 similar vehicles

Hialeah, FL

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Hialeah, FL

UnscoredInsufficient · 4
$2,708174,250 mi

Comparison: 4 similar vehicles

Hialeah, FL

2013 Buick Encore Convenience

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

2013 Buick Encore Convenience

Miami, FL

UnscoredInsufficient · 4
$2,790198,476 mi

Comparison: 4 similar vehicles

Miami, FL

2006 Dodge Durango SLT

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

2006 Dodge Durango SLT

Miami, FL

UnscoredInsufficient · 0
$2,799154,000 mi

Miami, FL

2011 Nissan JUKE SV

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

2011 Nissan JUKE SV

Miami, FL

Salvage title
$2,899123,768 mi

Miami, FL

2010 Mazda CX-7 i SV

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

2010 Mazda CX-7 i SV

Hialeah, FL

UnscoredInsufficient · 0
$2,900109,263 mi

Hialeah, FL

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Hialeah, FL

UnscoredLimited · 9
$2,990117,064 mi

Comparison: 9 similar vehicles

Hialeah, FL

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Miami, FL

UnscoredInsufficient · 4
$2,990190,000 mi

Comparison: 4 similar vehicles

Miami, FL

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Opa-locka, FL

UnscoredLimited · 10
$2,999103,299 mi

Comparison: 10 similar vehicles

Opa-locka, FL

2002 Lexus RX 300

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

2002 Lexus RX 300

Miami, FL

UnscoredInsufficient · 0
$2,999136,229 mi

Miami, FL

2010 BMW X3 xDrive30i

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

2010 BMW X3 xDrive30i

Miami, FL

UnscoredInsufficient · 0
$3,000122,567 mi

Miami, FL

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Hialeah, FL

UnscoredInsufficient · 4
$3,037238,064 mi

Comparison: 4 similar vehicles

Hialeah, FL

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Miami, FL

UnscoredLimited · 5
$3,250124,080 mi

Comparison: 5 similar vehicles

Miami, FL

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Miami, FL

UnscoredLimited · 7
$3,290104,043 mi

Comparison: 7 similar vehicles

Miami, FL

2011 Dodge Durango Citadel

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

2011 Dodge Durango Citadel

Miami, FL

UnscoredInsufficient · 0
$3,298173,196 mi

Miami, FL

2016 Ford Escape SE

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

2016 Ford Escape SE

Hialeah, FL

UnscoredModerate · 26
$3,300128,468 mi

Comparison: 26 similar vehicles

Hialeah, FL

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Miami, FL

UnscoredModerate · 26
$3,390133,267 mi

Comparison: 26 similar vehicles

Miami, FL

2007 Nissan Armada LE

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

2007 Nissan Armada LE

Homestead, FL

UnscoredInsufficient · 0
$3,399168,707 mi

Homestead, FL

2011 Cadillac SRX Performance Collection

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

2011 Cadillac SRX Performance Collection

Opa-locka, FL

UnscoredInsufficient · 3
$3,500134,768 mi

Comparison: 3 similar vehicles

Opa-locka, FL

2010 Land Rover Range Rover Sport HSE

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

2010 Land Rover Range Rover Sport HSE

Miami, FL

UnscoredInsufficient · 0
$3,500181,586 mi

Miami, FL

2004 Ford Expedition XLT Sport

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

2004 Ford Expedition XLT Sport

Miami, FL

UnscoredInsufficient · 0
$3,500288,361 mi

Miami, FL

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Hialeah, FL

UnscoredInsufficient · 4
$3,640178,350 mi

Comparison: 4 similar vehicles

Hialeah, FL

2011 Ford Edge SE

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

2011 Ford Edge SE

Miami, FL

UnscoredLimited · 8
$3,688290,819 mi

Comparison: 8 similar vehicles

Miami, FL

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Miami, FL

UnscoredModerate · 35
$3,690147,050 mi

Comparison: 35 similar vehicles

Miami, FL

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Miami, FL

UnscoredLimited · 6
$3,690132,225 mi

Comparison: 6 similar vehicles

Miami, FL

2014 Chevrolet Traverse LTZ

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

2014 Chevrolet Traverse LTZ

Miami, FL

UnscoredInsufficient · 0
$3,690135,019 mi

Miami, FL

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Miami, FL

UnscoredInsufficient · 3
$3,69095,668 mi

Comparison: 3 similar vehicles

Miami, FL

2014 Buick Enclave Premium

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

2014 Buick Enclave Premium

Miami, FL

UnscoredLimited · 5
$3,690146,132 mi

Comparison: 5 similar vehicles

Miami, FL

2010 Hyundai Santa Fe SE

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

2010 Hyundai Santa Fe SE

Homestead, FL

UnscoredInsufficient · 0
$3,700178,099 mi

Homestead, FL

2004 Honda Element EX

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

2004 Honda Element EX

Miami, FL

UnscoredInsufficient · 4
$3,775205,822 mi

Comparison: 4 similar vehicles

Miami, FL

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Hialeah, FL

UnscoredInsufficient · 4
$3,790141,394 mi

Comparison: 4 similar vehicles

Hialeah, FL

2019 Chevrolet Equinox LS

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

2019 Chevrolet Equinox LS

Miami, FL

Salvage title
$3,900Mileage not verified

Miami, FL

2014 Volvo XC60 3.2

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

2014 Volvo XC60 3.2

Miami Lakes, FL

UnscoredInsufficient · 0
$3,991158,654 mi

Miami Lakes, FL

2013 Nissan Pathfinder SL

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

2013 Nissan Pathfinder SL

Miami, FL

UnscoredInsufficient · 0
$3,995134,495 mi

Miami, FL

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Miami, FL

UnscoredInsufficient · 4
$3,999154,000 mi

Comparison: 4 similar vehicles

Miami, FL

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Opa-locka, FL

UnscoredInsufficient · 4
$3,999122,928 mi

Comparison: 4 similar vehicles

Opa-locka, FL

2010 Mazda CX-9 Grand Touring

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

2010 Mazda CX-9 Grand Touring

Miami, FL

UnscoredInsufficient · 0
$3,999170,947 mi

Miami, FL

2011 Mitsubishi Outlander Sport SE

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

2011 Mitsubishi Outlander Sport SE

Miami, FL

UnscoredInsufficient · 0
$4,000114,563 mi

Miami, FL

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Hialeah, FL

UnscoredLimited · 7
$4,088202,847 mi

Comparison: 7 similar vehicles

Hialeah, FL

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Miami, FL

UnscoredInsufficient · 0
$4,088148,704 mi

Miami, FL

2019 Jeep Compass Trailhawk

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

2019 Jeep Compass Trailhawk

Miami, FL

UnscoredInsufficient · 4
$4,090164,267 mi

Comparison: 4 similar vehicles

Miami, FL

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Pinecrest, FL

UnscoredInsufficient · 3
$4,166238,309 mi

Comparison: 3 similar vehicles

Pinecrest, FL

2019 Mitsubishi Outlander SE

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

2019 Mitsubishi Outlander SE

Miami, FL

UnscoredInsufficient · 0
$4,190122,181 mi

Miami, FL

2019 Mitsubishi Outlander Sport SE

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

2019 Mitsubishi Outlander Sport SE

Miami, FL

UnscoredInsufficient · 0
$4,290121,963 mi

Miami, FL

2018 Ford Escape SE

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

2018 Ford Escape SE

Miami, FL

UnscoredModerate · 27
$4,290111,448 mi

Comparison: 27 similar vehicles

Miami, FL

2018 Ford Ecosport SES

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

2018 Ford Ecosport SES

Miami, FL

UnscoredLimited · 7
$4,290131,049 mi

Comparison: 7 similar vehicles

Miami, 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

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