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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 4, 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

511 listings found

2005 Chrysler PT Cruiser GT

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

2005 Chrysler PT Cruiser GT

Madison Heights, VA

UnscoredInsufficient · 0
$3,79596,350 mi

Madison Heights, VA

2008 Ford Taurus Limited

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

2008 Ford Taurus Limited

Madison Heights, VA

UnscoredInsufficient · 0
$3,995159,220 mi

Madison Heights, VA

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

Madison Heights, VA

Unscored
$3,995223,280 mi

Comparison: 7 similar vehicles

Madison Heights, VA

2003 Toyota Sienna LE

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

2003 Toyota Sienna LE

Madison Heights, VA

UnscoredInsufficient · 0
$3,995170,398 mi

Madison Heights, VA

2010 Nissan Altima S

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

2010 Nissan Altima S

Madison Heights, VA

Fair PriceModerate · 27
$4,798105,965 mi

Market: $2,300 – $7,999

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Madison Heights, VA

2014 Nissan Versa Note SV

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

2014 Nissan Versa Note SV

Madison Heights, VA

Unscored
$4,995126,150 mi

Comparison: 34 similar vehicles

Madison Heights, VA

2011 Subaru Forester X

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

2011 Subaru Forester X

Madison Heights, VA

Unscored
$4,995169,075 mi

Comparison: 10 similar vehicles

Madison Heights, VA

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Madison Heights, VA

Unscored
$4,995131,200 mi

Comparison: 10 similar vehicles

Madison Heights, VA

2008 Volkswagen Passat VR6

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

2008 Volkswagen Passat VR6

Madison Heights, VA

UnscoredInsufficient · 0
$4,995133,295 mi

Madison Heights, VA

2004 BMW 5 Series 525i

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

2004 BMW 5 Series 525i

Madison Heights, VA

UnscoredInsufficient · 0
$4,995103,335 mi

Madison Heights, VA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Madison Heights, VA

Fair PriceModerate · 30
$5,295116,985 mi

Market: $3,500 – $9,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Madison Heights, VA

2009 Honda Fit Sport

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

2009 Honda Fit Sport

Madison Heights, VA

Unscored
$5,295180,100 mi

Comparison: 36 similar vehicles

Madison Heights, VA

2013 Nissan Sentra S

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

2013 Nissan Sentra S

Madison Heights, VA

Unscored
$5,395126,350 mi

Comparison: 7 similar vehicles

Madison Heights, VA

2008 Honda Accord LX-S

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

2008 Honda Accord LX-S

Madison Heights, VA

UnscoredInsufficient · 0
$5,495163,950 mi

Madison Heights, VA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Madison Heights, VA

Unscored
$5,695170,280 mi

Comparison: 5 similar vehicles

Madison Heights, VA

2008 Toyota Highlander Base

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

2008 Toyota Highlander Base

Madison Heights, VA

Unscored
$5,695211,530 mi

Comparison: 32 similar vehicles

Madison Heights, VA

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Madison Heights, VA

Fair PriceLimited · 16
$5,795112,550 mi

Market: $3,700 – $8,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Madison Heights, VA

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

Madison Heights, VA

Unscored
$5,795158,985 mi

Comparison: 67 similar vehicles

Madison Heights, VA

2007 Mercedes-Benz C-Class C280 Luxury

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

2007 Mercedes-Benz C-Class C280 Luxury

Madison Heights, VA

Unscored
$5,79568,895 mi

Comparison: 7 similar vehicles

Madison Heights, VA

2006 BMW X5 3.0i

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

2006 BMW X5 3.0i

Madison Heights, VA

UnscoredInsufficient · 3
$5,795125,182 mi

Comparison: 3 similar vehicles

Madison Heights, VA

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Madison Heights, VA

Unscored
$5,995143,685 mi

Comparison: 23 similar vehicles

Madison Heights, VA

2014 Nissan Altima S

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

2014 Nissan Altima S

Madison Heights, VA

Unscored
$5,995166,625 mi

Comparison: 113 similar vehicles

Madison Heights, VA

2012 Nissan Altima SR

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

2012 Nissan Altima SR

Madison Heights, VA

Fair PriceLimited · 10
$5,995114,120 mi

Market: $3,998 – $10,994

Comparison: 10 similar vehicles

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

Madison Heights, VA

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Madison Heights, VA

Unscored
$5,995179,978 mi

Comparison: 10 similar vehicles

Madison Heights, VA

2005 Honda Odyssey EX

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

2005 Honda Odyssey EX

Madison Heights, VA

Unscored
$5,995142,895 mi

Comparison: 13 similar vehicles

Madison Heights, VA

2011 Lexus CT Premium

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

2011 Lexus CT Premium

Madison Heights, VA

Unscored
$6,295183,450 mi

Comparison: 13 similar vehicles

Madison Heights, VA

2014 Nissan Maxima SV

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

2014 Nissan Maxima SV

Madison Heights, VA

Unscored
$6,395161,821 mi

Comparison: 34 similar vehicles

Madison Heights, VA

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Madison Heights, VA

Salvage title
$6,395164,550 mi

Madison Heights, VA

2015 Ford Fusion Titanium

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

2015 Ford Fusion Titanium

Madison Heights, VA

Unscored
$6,495129,895 mi

Comparison: 6 similar vehicles

Madison Heights, VA

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Madison Heights, VA

Unscored
$6,495196,450 mi

Comparison: 19 similar vehicles

Madison Heights, VA

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Madison Heights, VA

Fair PriceRobust · 59
$6,495102,989 mi

Market: $4,299 – $11,997

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Madison Heights, VA

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Madison Heights, VA

Unscored
$6,795182,300 mi

Comparison: 33 similar vehicles

Madison Heights, VA

2015 Jeep Renegade Limited

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

2015 Jeep Renegade Limited

Madison Heights, VA

UnscoredInsufficient · 3
$6,995140,830 mi

Comparison: 3 similar vehicles

Madison Heights, VA

2014 Dodge Grand Caravan R/T

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

2014 Dodge Grand Caravan R/T

Madison Heights, VA

UnscoredInsufficient · 0
$6,995120,920 mi

Madison Heights, VA

2014 Volvo S60 T5

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

2014 Volvo S60 T5

Madison Heights, VA

Fair PriceLimited · 15
$6,99599,211 mi

Market: $4,995 – $9,245

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Madison Heights, VA

2013 Hyundai Sonata Hybrid Base

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

2013 Hyundai Sonata Hybrid Base

Madison Heights, VA

Unscored
$6,99597,710 mi

Comparison: 6 similar vehicles

Madison Heights, VA

2011 Subaru Forester X Premium Package

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

2011 Subaru Forester X Premium Package

Madison Heights, VA

Unscored
$6,995161,659 mi

Comparison: 14 similar vehicles

Madison Heights, VA

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

Madison Heights, VA

Unscored
$6,995124,380 mi

Comparison: 67 similar vehicles

Madison Heights, VA

2007 Chevrolet Cobalt LS

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

2007 Chevrolet Cobalt LS

Madison Heights, VA

UnscoredInsufficient · 3
$6,995110,332 mi

Comparison: 3 similar vehicles

Madison Heights, VA

2003 Chevrolet S-10 Base

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

2003 Chevrolet S-10 Base

Madison Heights, VA

UnscoredInsufficient · 3
$6,995168,945 mi

Comparison: 3 similar vehicles

Madison Heights, VA

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

Madison Heights, VA

Fair PriceRobust · 67
$7,495101,820 mi

Market: $2,695 – $15,990

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 223 days listed (based on current market benchmarks)

Madison Heights, VA

2007 Mercedes-Benz SL-Class SL550

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

2007 Mercedes-Benz SL-Class SL550

Madison Heights, VA

Unscored
$7,495111,595 mi

Comparison: 5 similar vehicles

Madison Heights, VA

2008 Subaru Impreza WRX

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

2008 Subaru Impreza WRX

Madison Heights, VA

Unscored
$7,695142,700 mi

Comparison: 5 similar vehicles

Madison Heights, VA

2017 INFINITI Q50 Premium

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

2017 INFINITI Q50 Premium

Madison Heights, VA

Great DealModerate · 35
$7,995100,480 mi

Market: $8,995 – $19,832

Comparison: 35 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 185 days listed (based on current market benchmarks)

Madison Heights, VA

2016 Dodge Grand Caravan SE Plus

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

2016 Dodge Grand Caravan SE Plus

Madison Heights, VA

Unscored
$7,995143,667 mi

Comparison: 7 similar vehicles

Madison Heights, VA

2005 Toyota Corolla LE

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

2005 Toyota Corolla LE

Madison Heights, VA

UnscoredInsufficient · 4
$7,995170,568 mi

Comparison: 4 similar vehicles

Madison Heights, VA

2007 Chrysler 300 C

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

2007 Chrysler 300 C

Madison Heights, VA

UnscoredInsufficient · 0
$8,785130,082 mi

Madison Heights, VA

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Madison Heights, VA

Unscored
$8,99563,788 mi

Comparison: 8 similar vehicles

Madison Heights, VA

2008 Jeep Wrangler Sahara

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

2008 Jeep Wrangler Sahara

Madison Heights, VA

UnscoredInsufficient · 4
$9,495132,925 mi

Comparison: 4 similar vehicles

Madison Heights, VA

2012 INFINITI QX 56

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

2012 INFINITI QX 56

Madison Heights, VA

Unscored
$9,995122,089 mi

Comparison: 10 similar vehicles

Madison Heights, VA

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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