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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 10, 2026

7.3M+

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

16,387 listings found

2013 Chrysler 300 Motown

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

2013 Chrysler 300 Motown

Orlando, FL

UnscoredInsufficient · 0
$1,300214,982 mi

Orlando, FL

2007 Mazda MAZDA3 s

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

2007 Mazda MAZDA3 s

St. Cloud, FL

UnscoredInsufficient · 0
$1,500196,126 mi

St. Cloud, FL

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Winter Haven, FL

Unscored
$1,800Mileage not verified

Comparison: 7 similar vehicles

Winter Haven, FL

2007 Ford Focus ZX4 S

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

2007 Ford Focus ZX4 S

Orlando, FL

UnscoredInsufficient · 0
$1,800166,750 mi

Orlando, FL

2007 Volkswagen Jetta Wolfsburg Edition

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

2007 Volkswagen Jetta Wolfsburg Edition

Winter Haven, FL

UnscoredInsufficient · 0
$1,800152,465 mi

Winter Haven, FL

2003 Lexus ES 300

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

2003 Lexus ES 300

Orlando, FL

UnscoredInsufficient · 3
$1,800190,092 mi

Comparison: 3 similar vehicles

Orlando, FL

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Orlando, FL

UnscoredInsufficient · 3
$1,813160,000 mi

Comparison: 3 similar vehicles

Orlando, FL

2010 Ford Focus SE

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

2010 Ford Focus SE

Leesburg, FL

Unscored
$1,995170,921 mi

Comparison: 14 similar vehicles

Leesburg, FL

2007 Kia Spectra EX

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

2007 Kia Spectra EX

Leesburg, FL

UnscoredInsufficient · 0
$1,995140,553 mi

Leesburg, FL

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Mascotte, FL

Unscored
$1,999217,123 mi

Comparison: 5 similar vehicles

Mascotte, FL

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Orlando, FL

Unscored
$2,000183,389 mi

Comparison: 9 similar vehicles

Orlando, FL

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Tampa, FL

UnscoredInsufficient · 0
$2,000Mileage not verified

Tampa, FL

2008 Cadillac CTS 3.6

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

2008 Cadillac CTS 3.6

Orlando, FL

Unscored
$2,000200,544 mi

Comparison: 12 similar vehicles

Orlando, FL

2003 Lexus ES 300

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

2003 Lexus ES 300

Plant City, FL

UnscoredInsufficient · 3
$2,000245,796 mi

Comparison: 3 similar vehicles

Plant City, FL

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Lakeland, FL

UnscoredInsufficient · 3
$2,025146,146 mi

Comparison: 3 similar vehicles

Lakeland, FL

2016 Chevrolet Sonic LTZ

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

2016 Chevrolet Sonic LTZ

Orlando, FL

UnscoredInsufficient · 0
$2,055182,122 mi

Orlando, FL

2007 Nissan Sentra 2.0

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

2007 Nissan Sentra 2.0

Dade City, FL

UnscoredInsufficient · 0
$2,195161,618 mi

Dade City, FL

2014 Hyundai Sonata SE

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

2014 Hyundai Sonata SE

Groveland, FL

UnscoredInsufficient · 3
$2,300146,462 mi

Comparison: 3 similar vehicles

Groveland, FL

2014 Volkswagen Passat SE

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

2014 Volkswagen Passat SE

Orlando, FL

Unscored
$2,380162,180 mi

Comparison: 10 similar vehicles

Orlando, FL

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Winter Haven, FL

UnscoredInsufficient · 3
$2,400168,429 mi

Comparison: 3 similar vehicles

Winter Haven, FL

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Orlando, FL

Unscored
$2,489229,802 mi

Comparison: 9 similar vehicles

Orlando, FL

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Ocoee, FL

Unscored
$2,495164,788 mi

Comparison: 11 similar vehicles

Ocoee, FL

2009 Mercury Milan Premier

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

2009 Mercury Milan Premier

Leesburg, FL

UnscoredInsufficient · 0
$2,495142,654 mi

Leesburg, FL

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Winter Haven, FL

Unscored
$2,495198,500 mi

Comparison: 19 similar vehicles

Winter Haven, FL

2008 Mercedes-Benz E-Class E350

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

2008 Mercedes-Benz E-Class E350

Lakeland, FL

Unscored
$2,495223,230 mi

Comparison: 8 similar vehicles

Lakeland, FL

2005 Pontiac G6 Base

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

2005 Pontiac G6 Base

Leesburg, FL

UnscoredInsufficient · 0
$2,495153,979 mi

Leesburg, FL

1999 Toyota Corolla VE

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

1999 Toyota Corolla VE

Longwood, FL

UnscoredInsufficient · 0
$2,495185,650 mi

Longwood, FL

2012 Nissan Versa SV

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

2012 Nissan Versa SV

Belle Isle, FL

Unscored
$2,499124,570 mi

Comparison: 6 similar vehicles

Belle Isle, FL

2001 Toyota Corolla CE

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

2001 Toyota Corolla CE

Orlando, FL

UnscoredInsufficient · 3
$2,499150,484 mi

Comparison: 3 similar vehicles

Orlando, FL

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Lakeland, FL

Unscored
$2,500137,110 mi

Comparison: 11 similar vehicles

Lakeland, FL

2014 Volvo S60 T5

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

2014 Volvo S60 T5

Orlando, FL

UnscoredInsufficient · 4
$2,500174,918 mi

Comparison: 4 similar vehicles

Orlando, FL

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Auburndale, FL

Unscored
$2,500162,548 mi

Comparison: 16 similar vehicles

Auburndale, FL

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Kissimmee, FL

Unscored
$2,500162,183 mi

Comparison: 5 similar vehicles

Kissimmee, FL

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Lakeland, FL

UnscoredInsufficient · 4
$2,500168,534 mi

Comparison: 4 similar vehicles

Lakeland, FL

2009 Mazda MAZDA3 i Sport

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

2009 Mazda MAZDA3 i Sport

Orlando, FL

UnscoredInsufficient · 0
$2,500205,114 mi

Orlando, FL

2006 Chevrolet Impala SS

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

2006 Chevrolet Impala SS

Lakeland, FL

UnscoredInsufficient · 0
$2,500235,323 mi

Lakeland, FL

2005 Honda Civic EX

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

2005 Honda Civic EX

Lakeland, FL

UnscoredInsufficient · 0
$2,500210,000 mi

Lakeland, FL

2002 Chrysler 300M Base

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

2002 Chrysler 300M Base

Tavares, FL

UnscoredInsufficient · 0
$2,500125,119 mi

Tavares, FL

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Winter Haven, FL

Unscored
$2,600161,724 mi

Comparison: 35 similar vehicles

Winter Haven, FL

2012 Nissan Versa SL

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

2012 Nissan Versa SL

Kissimmee, FL

Unscored
$2,600199,264 mi

Comparison: 7 similar vehicles

Kissimmee, FL

2011 Buick LaCrosse CXL

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

2011 Buick LaCrosse CXL

Orlando, FL

Salvage title
$2,600168,400 mi

Orlando, FL

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Land O' Lakes, FL

UnscoredInsufficient · 4
$2,600135,720 mi

Comparison: 4 similar vehicles

Land O' Lakes, FL

2003 Cadillac DeVille DHS

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

2003 Cadillac DeVille DHS

Longwood, FL

UnscoredInsufficient · 0
$2,650135,805 mi

Longwood, FL

2010 Volkswagen Jetta SE

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

2010 Volkswagen Jetta SE

Orlando, FL

UnscoredInsufficient · 3
$2,690146,336 mi

Comparison: 3 similar vehicles

Orlando, FL

2015 Chevrolet Impala Limited Police Sedan

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

2015 Chevrolet Impala Limited Police Sedan

Mulberry, FL

UnscoredInsufficient · 0
$2,695135,213 mi

Mulberry, FL

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Lakeland, FL

Unscored
$2,750203,113 mi

Comparison: 12 similar vehicles

Lakeland, FL

2006 Chevrolet Cobalt LS

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

2006 Chevrolet Cobalt LS

Mascotte, FL

UnscoredInsufficient · 0
$2,750156,123 mi

Mascotte, FL

1999 Toyota Camry LE

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

1999 Toyota Camry LE

DeBary, FL

UnscoredInsufficient · 3
$2,750179,648 mi

Comparison: 3 similar vehicles

DeBary, FL

2009 Nissan Altima S

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

2009 Nissan Altima S

Longwood, FL

Fair PriceLimited · 14
$2,795108,000 mi

Market: $2,499 – $11,499

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Longwood, FL

2004 Nissan Altima SE

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

2004 Nissan Altima SE

Winter Haven, FL

UnscoredInsufficient · 0
$2,797108,822 mi

Winter Haven, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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