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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

666 listings found

2010 Jeep Patriot Latitude

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

2010 Jeep Patriot Latitude

Hudson, FL

UnscoredInsufficient · 0
$1,995177,768 mi

Hudson, FL

2011 Kia Soul Base

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

2011 Kia Soul Base

Hudson, FL

Unscored
$1,999196,919 mi

Comparison: 12 similar vehicles

Hudson, FL

2003 Isuzu Ascender S

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

2003 Isuzu Ascender S

Hudson, FL

UnscoredInsufficient · 0
$1,999213,292 mi

Hudson, FL

2009 Honda Odyssey LX

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

2009 Honda Odyssey LX

Hudson, FL

UnscoredInsufficient · 0
$2,199279,689 mi

Hudson, FL

No Photo

2008 Chevrolet Impala LS

Hudson, FL

UnscoredInsufficient · 4
$2,450206,450 mi

Comparison: 4 similar vehicles

Hudson, FL

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Hudson, FL

Unscored
$2,495149,039 mi

Comparison: 13 similar vehicles

Hudson, FL

2007 Hyundai Sonata SE

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

2007 Hyundai Sonata SE

Hudson, FL

Unscored
$2,495177,238 mi

Comparison: 25 similar vehicles

Hudson, FL

2005 Cadillac CTS Base

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

2005 Cadillac CTS Base

Hudson, FL

UnscoredInsufficient · 0
$2,495136,973 mi

Hudson, FL

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Hudson, FL

UnscoredInsufficient · 3
$2,500164,825 mi

Comparison: 3 similar vehicles

Hudson, FL

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Hudson, FL

Unscored
$2,899325,608 mi

Comparison: 9 similar vehicles

Hudson, FL

2004 Ford Expedition XLT

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

2004 Ford Expedition XLT

Hudson, FL

UnscoredInsufficient · 0
$2,900207,933 mi

Hudson, FL

2007 Kia Sorento EX

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

2007 Kia Sorento EX

Hudson, FL

UnscoredInsufficient · 0
$2,990187,338 mi

Hudson, FL

2007 Chevrolet Cobalt LS

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

2007 Chevrolet Cobalt LS

Hudson, FL

UnscoredInsufficient · 3
$2,995179,844 mi

Comparison: 3 similar vehicles

Hudson, FL

2006 Volvo S60 2.5T

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

2006 Volvo S60 2.5T

Hudson, FL

UnscoredInsufficient · 0
$2,995176,669 mi

Hudson, FL

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Hudson, FL

UnscoredInsufficient · 0
$2,995164,790 mi

Hudson, FL

2013 Chevrolet Spark 1LT

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

2013 Chevrolet Spark 1LT

Hudson, FL

UnscoredInsufficient · 3
$2,999139,663 mi

Comparison: 3 similar vehicles

Hudson, FL

2014 Toyota Yaris LE

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

2014 Toyota Yaris LE

Hudson, FL

UnscoredInsufficient · 0
$3,000292,334 mi

Hudson, FL

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Hudson, FL

Unscored
$3,199195,798 mi

Comparison: 8 similar vehicles

Hudson, FL

2007 Mercedes-Benz E-Class E350

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

2007 Mercedes-Benz E-Class E350

Hudson, FL

UnscoredInsufficient · 3
$3,200161,660 mi

Comparison: 3 similar vehicles

Hudson, FL

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

Hudson, FL

Unscored
$3,200300,000 mi

Comparison: 5 similar vehicles

Hudson, FL

2009 Ford F-150 XL

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

2009 Ford F-150 XL

Hudson, FL

Unscored
$3,250217,947 mi

Comparison: 5 similar vehicles

Hudson, FL

2016 Nissan Versa Sedan S

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

2016 Nissan Versa Sedan S

Hudson, FL

UnscoredInsufficient · 0
$3,499114,052 mi

Hudson, FL

2011 Hyundai Santa Fe SE

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

2011 Hyundai Santa Fe SE

Hudson, FL

UnscoredInsufficient · 3
$3,499162,394 mi

Comparison: 3 similar vehicles

Hudson, FL

2010 Toyota Camry Base

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

2010 Toyota Camry Base

Hudson, FL

Salvage title
$3,499145,183 mi

Hudson, FL

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Hudson, FL

Unscored
$3,500136,693 mi

Comparison: 9 similar vehicles

Hudson, FL

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Hudson, FL

Unscored
$3,500133,111 mi

Comparison: 7 similar vehicles

Hudson, FL

2002 Lexus ES 300

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

2002 Lexus ES 300

Hudson, FL

UnscoredInsufficient · 0
$3,500193,303 mi

Hudson, FL

2008 Lincoln Navigator Luxury

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

2008 Lincoln Navigator Luxury

Hudson, FL

UnscoredInsufficient · 0
$3,699179,288 mi

Hudson, FL

2014 Mercedes-Benz C-Class C300 Sport

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

2014 Mercedes-Benz C-Class C300 Sport

Hudson, FL

Unscored
$3,750187,667 mi

Comparison: 6 similar vehicles

Hudson, FL

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Hudson, FL

Unscored
$3,800140,397 mi

Comparison: 8 similar vehicles

Hudson, FL

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Hudson, FL

Unscored
$3,850194,975 mi

Comparison: 15 similar vehicles

Hudson, FL

2016 FIAT 500X Lounge

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

2016 FIAT 500X Lounge

Hudson, FL

UnscoredInsufficient · 3
$3,900146,624 mi

Comparison: 3 similar vehicles

Hudson, FL

2006 BMW 3 Series 325xi

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

2006 BMW 3 Series 325xi

Hudson, FL

UnscoredInsufficient · 0
$3,900157,121 mi

Hudson, FL

2015 Nissan Versa Note S Plus

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

2015 Nissan Versa Note S Plus

Hudson, FL

UnscoredInsufficient · 3
$3,990132,966 mi

Comparison: 3 similar vehicles

Hudson, FL

2006 Subaru B9 Tribeca

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

2006 Subaru B9 Tribeca

Hudson, FL

UnscoredInsufficient · 0
$3,990156,690 mi

Hudson, FL

2014 Hyundai Accent SE

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

2014 Hyundai Accent SE

Hudson, FL

UnscoredInsufficient · 0
$3,995132,881 mi

Hudson, FL

2014 Kia Soul +

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

2014 Kia Soul +

Hudson, FL

UnscoredInsufficient · 3
$3,995153,029 mi

Comparison: 3 similar vehicles

Hudson, FL

2008 Mercedes-Benz CLK-Class CLK350

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

2008 Mercedes-Benz CLK-Class CLK350

Hudson, FL

UnscoredInsufficient · 3
$3,995104,051 mi

Comparison: 3 similar vehicles

Hudson, FL

2007 Cadillac STS V8

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

2007 Cadillac STS V8

Hudson, FL

UnscoredInsufficient · 0
$3,995128,842 mi

Hudson, FL

2002 GMC Sierra 1500 Standard

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

2002 GMC Sierra 1500 Standard

Hudson, FL

UnscoredInsufficient · 0
$3,995166,218 mi

Hudson, FL

2000 Cadillac Catera Base

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

2000 Cadillac Catera Base

Hudson, FL

UnscoredInsufficient · 0
$3,99571,544 mi

Hudson, FL

2013 INFINITI G Sedan 37 Journey

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

2013 INFINITI G Sedan 37 Journey

Hudson, FL

UnscoredInsufficient · 3
$3,999177,502 mi

Comparison: 3 similar vehicles

Hudson, FL

2012 Honda Civic EX-L

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

2012 Honda Civic EX-L

Hudson, FL

Unscored
$3,999210,556 mi

Comparison: 5 similar vehicles

Hudson, FL

2008 Lincoln MKZ Base

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

2008 Lincoln MKZ Base

Hudson, FL

UnscoredInsufficient · 0
$3,999175,770 mi

Hudson, FL

2007 Hyundai Accent GLS

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

2007 Hyundai Accent GLS

Hudson, FL

UnscoredInsufficient · 0
$3,999177,365 mi

Hudson, FL

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Hudson, FL

Fair PriceModerate · 24
$4,000117,430 mi

Market: $3,999 – $14,990

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Hudson, FL

2015 Kia Soul Base

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

2015 Kia Soul Base

Hudson, FL

Unscored
$4,00094,989 mi

Comparison: 5 similar vehicles

Hudson, FL

2014 Ford Escape SE

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

2014 Ford Escape SE

Hudson, FL

Fair PriceModerate · 24
$4,000114,854 mi

Market: $1,900 – $10,153

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 247 days listed (based on current market benchmarks)

Hudson, FL

2014 Ford Fusion Titanium

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

2014 Ford Fusion Titanium

Hudson, FL

Unscored
$4,000148,926 mi

Comparison: 6 similar vehicles

Hudson, FL

2009 Buick Enclave CXL

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

2009 Buick Enclave CXL

Hudson, FL

UnscoredInsufficient · 3
$4,00095,352 mi

Comparison: 3 similar vehicles

Hudson, 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.
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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