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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

1,688 listings found

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Appomattox, VA

UnscoredRobust · 110
$2,500243,835 mi

Comparison: 110 similar vehicles

Appomattox, VA

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Powhatan, VA

UnscoredModerate · 34
$3,899224,485 mi

Comparison: 34 similar vehicles

Powhatan, VA

2012 Suzuki SX4 Sedan LE

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

2012 Suzuki SX4 Sedan LE

Lynchburg, VA

UnscoredInsufficient · 0
$3,995133,457 mi

Lynchburg, 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

2001 Buick LeSabre Custom

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

2001 Buick LeSabre Custom

Lynchburg, VA

UnscoredInsufficient · 0
$3,995103,554 mi

Lynchburg, VA

2014 Nissan Versa Sedan SV

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

2014 Nissan Versa Sedan SV

Oilville, VA

Fair PriceLimited · 15
$3,999107,448 mi

Market: $4,099 – $6,800

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 600 days listed (based on current market benchmarks)

Oilville, VA

2007 Volvo S40 2.4i

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

2007 Volvo S40 2.4i

Powhatan, VA

UnscoredInsufficient · 0
$3,999184,848 mi

Powhatan, VA

2011 Lincoln Town Car Executive

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

2011 Lincoln Town Car Executive

Burkeville, VA

UnscoredInsufficient · 0
$4,000309,523 mi

Burkeville, VA

2004 Honda Accord EX

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

2004 Honda Accord EX

Powhatan, VA

UnscoredLimited · 6
$4,399225,646 mi

Comparison: 6 similar vehicles

Powhatan, VA

2004 Lexus ES 330

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

2004 Lexus ES 330

Powhatan, VA

UnscoredLimited · 9
$4,399191,817 mi

Comparison: 9 similar vehicles

Powhatan, VA

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Madison Heights, VA

UnscoredLimited · 13
$4,495162,520 mi

Comparison: 13 similar vehicles

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

Powhatan, VA

UnscoredLimited · 8
$4,499214,233 mi

Comparison: 8 similar vehicles

Powhatan, VA

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Charlottesville, VA

UnscoredModerate · 44
$4,995179,140 mi

Comparison: 44 similar vehicles

Charlottesville, VA

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Oilville, VA

UnscoredModerate · 25
$4,995139,712 mi

Comparison: 25 similar vehicles

Oilville, VA

2011 Hyundai Sonata Hybrid Base

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

2011 Hyundai Sonata Hybrid Base

Oilville, VA

UnscoredInsufficient · 3
$4,995143,411 mi

Comparison: 3 similar vehicles

Oilville, 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

UnscoredLimited · 7
$4,995131,200 mi

Comparison: 7 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

2003 Pontiac Grand Am SE

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

2003 Pontiac Grand Am SE

Lunenburg, VA

UnscoredInsufficient · 0
$4,995152,200 mi

Lunenburg, VA

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Powhatan, VA

UnscoredLimited · 7
$4,999108,281 mi

Comparison: 7 similar vehicles

Powhatan, VA

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Powhatan, VA

UnscoredModerate · 36
$4,999160,849 mi

Comparison: 36 similar vehicles

Powhatan, VA

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Powhatan, VA

UnscoredLimited · 5
$4,999132,401 mi

Comparison: 5 similar vehicles

Powhatan, VA

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Powhatan, VA

UnscoredInsufficient · 4
$4,999224,653 mi

Comparison: 4 similar vehicles

Powhatan, VA

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Midlothian, VA

UnscoredInsufficient · 4
$5,345152,829 mi

Comparison: 4 similar vehicles

Midlothian, 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

UnscoredLimited · 7
$5,395126,350 mi

Comparison: 7 similar vehicles

Madison Heights, VA

2007 Lexus ES 350

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

2007 Lexus ES 350

Madison Heights, VA

UnscoredModerate · 35
$5,395175,320 mi

Comparison: 35 similar vehicles

Madison Heights, VA

2014 Ford Focus SE

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

2014 Ford Focus SE

Henrico, VA

UnscoredLimited · 6
$5,500133,970 mi

Comparison: 6 similar vehicles

Henrico, VA

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Farmville, VA

UnscoredLimited · 13
$5,599133,933 mi

Comparison: 13 similar vehicles

Farmville, VA

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Powhatan, VA

UnscoredLimited · 19
$5,599197,222 mi

Comparison: 19 similar vehicles

Powhatan, VA

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Powhatan, VA

UnscoredInsufficient · 4
$5,699112,972 mi

Comparison: 4 similar vehicles

Powhatan, 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

UnscoredLimited · 5
$5,795170,280 mi

Comparison: 5 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 · 13
$5,795112,550 mi

Market: $3,700 – $8,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 176 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

UnscoredRobust · 65
$5,795158,985 mi

Comparison: 65 similar vehicles

Madison Heights, VA

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Richmond, VA

UnscoredInsufficient · 3
$5,79878,792 mi

Comparison: 3 similar vehicles

Richmond, 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

UnscoredRobust · 79
$5,995166,625 mi

Comparison: 79 similar vehicles

Madison Heights, VA

2010 Honda Accord LX-P

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

2010 Honda Accord LX-P

Lynchburg, VA

UnscoredLimited · 19
$5,995132,123 mi

Comparison: 19 similar vehicles

Lynchburg, VA

2008 Toyota Corolla LE

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

2008 Toyota Corolla LE

Madison Heights, VA

UnscoredInsufficient · 0
$5,995229,535 mi

Madison Heights, VA

No Photo

2008 Kia Spectra EX

Lynchburg, VA

UnscoredInsufficient · 3
$5,995114,649 mi

Comparison: 3 similar vehicles

Lynchburg, 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

UnscoredLimited · 6
$5,99568,895 mi

Comparison: 6 similar vehicles

Madison Heights, VA

2006 Toyota Camry XLE

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

2006 Toyota Camry XLE

Lynchburg, VA

UnscoredInsufficient · 0
$5,995109,765 mi

Lynchburg, VA

2014 Audi A4 Premium

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

2014 Audi A4 Premium

Oilville, VA

UnscoredModerate · 46
$5,999158,938 mi

Comparison: 46 similar vehicles

Oilville, VA

2012 Mercedes-Benz C-Class C300 Luxury

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

2012 Mercedes-Benz C-Class C300 Luxury

Oilville, VA

UnscoredLimited · 15
$5,999131,100 mi

Comparison: 15 similar vehicles

Oilville, VA

2006 Honda Civic LX

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

2006 Honda Civic LX

Powhatan, VA

UnscoredModerate · 27
$5,999160,788 mi

Comparison: 27 similar vehicles

Powhatan, VA

2003 INFINITI M45 Base

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

2003 INFINITI M45 Base

Richmond, VA

UnscoredInsufficient · 0
$5,999136,292 mi

Richmond, VA

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Appomattox, VA

UnscoredLimited · 13
$6,000166,721 mi

Comparison: 13 similar vehicles

Appomattox, VA

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Powhatan, VA

UnscoredLimited · 6
$6,000185,302 mi

Comparison: 6 similar vehicles

Powhatan, VA

2014 Chevrolet Sonic LTZ

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

2014 Chevrolet Sonic LTZ

South Hill, VA

UnscoredInsufficient · 3
$6,200127,239 mi

Comparison: 3 similar vehicles

South Hill, VA

2015 Ford Focus SE

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

2015 Ford Focus SE

Keysville, VA

UnscoredRobust · 71
$6,294157,885 mi

Comparison: 71 similar vehicles

Keysville, VA

2010 Toyota Corolla Base

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

2010 Toyota Corolla Base

Farmville, VA

UnscoredLimited · 11
$6,298260,785 mi

Comparison: 11 similar vehicles

Farmville, VA

2017 Ford Fusion Titanium

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

2017 Ford Fusion Titanium

Oilville, VA

UnscoredLimited · 16
$6,495129,987 mi

Comparison: 16 similar vehicles

Oilville, 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. 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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