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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 · November 5, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

6,438 listings found

2010 Honda Civic LX

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

2010 Honda Civic LX

Hollywood, FL

Unscored
$1,999230,035 mi

Comparison: 12 similar vehicles

Hollywood, FL

2002 Cadillac Escalade Base

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

2002 Cadillac Escalade Base

Hollywood, FL

UnscoredInsufficient · 0
$1,999268,436 mi

Hollywood, FL

2004 Cadillac Escalade ESV

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

2004 Cadillac Escalade ESV

Hollywood, FL

UnscoredInsufficient · 0
$2,000183,711 mi

Hollywood, FL

2008 Honda Accord EX

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

2008 Honda Accord EX

Hollywood, FL

Unscored
$2,189212,475 mi

Comparison: 5 similar vehicles

Hollywood, FL

2005 Honda Accord LX

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

2005 Honda Accord LX

Hollywood, FL

Unscored
$2,199215,727 mi

Comparison: 8 similar vehicles

Hollywood, FL

2003 Dodge Dakota Base

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

2003 Dodge Dakota Base

Hollywood, FL

UnscoredInsufficient · 0
$2,199266,210 mi

Hollywood, FL

2005 Nissan Xterra S

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

2005 Nissan Xterra S

Hollywood, FL

UnscoredInsufficient · 0
$2,389160,045 mi

Hollywood, FL

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Hollywood, FL

UnscoredInsufficient · 3
$2,399169,752 mi

Comparison: 3 similar vehicles

Hollywood, FL

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Hollywood, FL

Unscored
$2,399167,428 mi

Comparison: 7 similar vehicles

Hollywood, FL

2004 Mercury Grand Marquis GS

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

2004 Mercury Grand Marquis GS

Hollywood, FL

UnscoredInsufficient · 0
$2,399110,924 mi

Hollywood, FL

2013 INFINITI JX Base

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

2013 INFINITI JX Base

Hollywood, FL

Salvage title
$2,495Mileage not verified

Hollywood, FL

2009 Chevrolet Malibu 2LT

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

2009 Chevrolet Malibu 2LT

Hollywood, FL

UnscoredInsufficient · 0
$2,495110,439 mi

Hollywood, FL

2008 Honda Civic LX

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

2008 Honda Civic LX

Hollywood, FL

Unscored
$2,499177,443 mi

Comparison: 12 similar vehicles

Hollywood, FL

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Hollywood, FL

Unscored
$2,500185,300 mi

Comparison: 10 similar vehicles

Hollywood, FL

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Hollywood, FL

UnscoredInsufficient · 0
$2,500189,544 mi

Hollywood, FL

2007 GMC Yukon XL Denali

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

2007 GMC Yukon XL Denali

Hollywood, FL

UnscoredInsufficient · 0
$2,500225,710 mi

Hollywood, FL

2005 Chrysler Town & Country LX

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

2005 Chrysler Town & Country LX

Hollywood, FL

UnscoredInsufficient · 0
$2,500123,256 mi

Hollywood, FL

2009 Volvo S80 3.2

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

2009 Volvo S80 3.2

Hollywood, FL

UnscoredInsufficient · 0
$2,750139,337 mi

Hollywood, FL

2011 MINI Countryman

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

2011 MINI Countryman

Hollywood, FL

UnscoredInsufficient · 0
$2,898168,947 mi

Hollywood, FL

2012 MINI Countryman S

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

2012 MINI Countryman S

Hollywood, FL

Unscored
$2,98889,669 mi

Comparison: 20 similar vehicles

Hollywood, FL

2015 FIAT 500L Lounge

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

2015 FIAT 500L Lounge

Hollywood, FL

UnscoredInsufficient · 0
$2,992129,571 mi

Hollywood, FL

2013 Nissan JUKE SL

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

2013 Nissan JUKE SL

Hollywood, FL

UnscoredInsufficient · 0
$2,992137,996 mi

Hollywood, FL

2014 Ford Escape SE

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

2014 Ford Escape SE

Hollywood, FL

Unscored
$2,995118,584 mi

Comparison: 32 similar vehicles

Hollywood, FL

2013 Dodge Grand Caravan American Value Package

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

2013 Dodge Grand Caravan American Value Package

Hollywood, FL

UnscoredInsufficient · 0
$2,995193,459 mi

Hollywood, FL

2012 Hyundai Genesis 3.8

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

2012 Hyundai Genesis 3.8

Hollywood, FL

UnscoredInsufficient · 4
$2,995156,321 mi

Comparison: 4 similar vehicles

Hollywood, FL

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Hollywood, FL

Unscored
$2,995182,301 mi

Comparison: 10 similar vehicles

Hollywood, FL

2007 Dodge Nitro SXT

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

2007 Dodge Nitro SXT

Hollywood, FL

UnscoredInsufficient · 0
$2,995127,324 mi

Hollywood, FL

2014 Buick Encore Base

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

2014 Buick Encore Base

Hollywood, FL

UnscoredInsufficient · 0
$2,999183,654 mi

Hollywood, FL

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Hollywood, FL

Unscored
$2,999127,847 mi

Comparison: 7 similar vehicles

Hollywood, FL

2010 Audi A5 Premium

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

2010 Audi A5 Premium

Hollywood, FL

UnscoredInsufficient · 0
$2,999172,473 mi

Hollywood, FL

2008 Dodge Ram 1500 Pickup ST

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

2008 Dodge Ram 1500 Pickup ST

Hollywood, FL

UnscoredInsufficient · 3
$2,999184,236 mi

Comparison: 3 similar vehicles

Hollywood, FL

2006 Hyundai Tucson GLS

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

2006 Hyundai Tucson GLS

Hollywood, FL

UnscoredInsufficient · 3
$2,999149,925 mi

Comparison: 3 similar vehicles

Hollywood, FL

1997 Honda Accord LX

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

1997 Honda Accord LX

Hollywood, FL

UnscoredInsufficient · 0
$2,999227,000 mi

Hollywood, FL

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Hollywood, FL

UnscoredInsufficient · 4
$3,200186,764 mi

Comparison: 4 similar vehicles

Hollywood, FL

2013 Ford Transit Connect XLT

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

2013 Ford Transit Connect XLT

Hollywood, FL

UnscoredInsufficient · 4
$3,250166,000 mi

Comparison: 4 similar vehicles

Hollywood, FL

2014 Subaru Legacy 2.5i Sport

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

2014 Subaru Legacy 2.5i Sport

Hollywood, FL

UnscoredInsufficient · 0
$3,443154,950 mi

Hollywood, FL

2011 Mazda CX-9 Grand Touring

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

2011 Mazda CX-9 Grand Touring

Hollywood, FL

UnscoredInsufficient · 0
$3,495138,825 mi

Hollywood, FL

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Hollywood, FL

Unscored
$3,495147,825 mi

Comparison: 6 similar vehicles

Hollywood, FL

2009 Mercedes-Benz C-Class C300 Sport

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

2009 Mercedes-Benz C-Class C300 Sport

Hollywood, FL

UnscoredInsufficient · 0
$3,495163,824 mi

Hollywood, FL

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Hollywood, FL

UnscoredInsufficient · 0
$3,495138,935 mi

Hollywood, FL

2008 Lexus RX 350

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

2008 Lexus RX 350

Hollywood, FL

Unscored
$3,495192,671 mi

Comparison: 6 similar vehicles

Hollywood, FL

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Hollywood, FL

UnscoredInsufficient · 4
$3,499129,280 mi

Comparison: 4 similar vehicles

Hollywood, FL

2012 Hyundai Veloster Base

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

2012 Hyundai Veloster Base

Hollywood, FL

Unscored
$3,499154,573 mi

Comparison: 15 similar vehicles

Hollywood, FL

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Hollywood, FL

Unscored
$3,500155,215 mi

Comparison: 7 similar vehicles

Hollywood, FL

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Hollywood, FL

UnscoredInsufficient · 3
$3,500200,020 mi

Comparison: 3 similar vehicles

Hollywood, FL

2007 Honda Accord EX

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

2007 Honda Accord EX

Hollywood, FL

Unscored
$3,500134,730 mi

Comparison: 5 similar vehicles

Hollywood, FL

2012 Kia Optima LX

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

2012 Kia Optima LX

Hollywood, FL

UnscoredInsufficient · 3
$3,594118,350 mi

Comparison: 3 similar vehicles

Hollywood, FL

2013 Honda Civic EX

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

2013 Honda Civic EX

Hollywood, FL

Unscored
$3,599188,521 mi

Comparison: 8 similar vehicles

Hollywood, FL

2001 Ford Ranger XLT

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

2001 Ford Ranger XLT

Hollywood, FL

UnscoredInsufficient · 0
$3,599128,252 mi

Hollywood, FL

2015 Ford Taurus SE

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

2015 Ford Taurus SE

Hollywood, FL

UnscoredInsufficient · 3
$3,600129,000 mi

Comparison: 3 similar vehicles

Hollywood, 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 recently 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.
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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