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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 18, 2026

6M+

Unique vehicles analyzed

as of October 17, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

3,092 listings found

2005 Scion tC Base

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

2005 Scion tC Base

Bedford, VA

UnscoredInsufficient · 0
$1,700270,981 mi

Bedford, VA

2001 Chevrolet Monte Carlo SS

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

2001 Chevrolet Monte Carlo SS

Bedford, VA

UnscoredInsufficient · 3
$1,700Mileage not verified

Comparison: 3 similar vehicles

Bedford, VA

2008 Nissan Altima S

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

2008 Nissan Altima S

Amherst, VA

UnscoredLimited · 12
$2,249222,069 mi

Comparison: 12 similar vehicles

Amherst, VA

2007 Pontiac G5 Base

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

2007 Pontiac G5 Base

Bedford, VA

Salvage title
$2,29561,380 mi

Bedford, VA

1997 Cadillac Eldorado TOURING

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

1997 Cadillac Eldorado TOURING

Bedford, VA

UnscoredInsufficient · 0
$2,29594,321 mi

Bedford, VA

2006 Chevrolet Cobalt LT

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

2006 Chevrolet Cobalt LT

Arlington, VA

UnscoredInsufficient · 0
$2,695151,043 mi

Arlington, VA

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

Bedford, VA

Salvage title
$2,700199,992 mi

Bedford, VA

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Bedford, VA

Salvage title
$2,700157,206 mi

Bedford, VA

2007 Mitsubishi Eclipse GT

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

2007 Mitsubishi Eclipse GT

Richmond, VA

UnscoredInsufficient · 0
$2,799202,477 mi

Richmond, VA

2008 Pontiac G6 GT

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

2008 Pontiac G6 GT

Chesapeake, VA

UnscoredInsufficient · 0
$2,800208,081 mi

Chesapeake, VA

2007 Toyota Camry Solara SE

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

2007 Toyota Camry Solara SE

Norfolk, VA

UnscoredLimited · 7
$3,199135,680 mi

Comparison: 7 similar vehicles

Norfolk, VA

2012 Kia Forte Koup EX

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

2012 Kia Forte Koup EX

Norfolk, VA

UnscoredInsufficient · 0
$3,299143,387 mi

Norfolk, VA

2012 Mitsubishi Eclipse GS

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

2012 Mitsubishi Eclipse GS

Dumfries, VA

UnscoredInsufficient · 0
$3,495247,801 mi

Dumfries, VA

2009 Ford Focus SE

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

2009 Ford Focus SE

Virginia Beach, VA

UnscoredLimited · 11
$3,500163,821 mi

Comparison: 11 similar vehicles

Virginia Beach, VA

2009 Nissan Altima S

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

2009 Nissan Altima S

Warsaw, VA

UnscoredModerate · 39
$3,600181,512 mi

Comparison: 39 similar vehicles

Warsaw, VA

2000 Audi TT QUATTRO

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

2000 Audi TT QUATTRO

Chantilly, VA

UnscoredInsufficient · 0
$3,699227,325 mi

Chantilly, VA

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Bedford, VA

UnscoredInsufficient · 4
$3,700225,817 mi

Comparison: 4 similar vehicles

Bedford, VA

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Bedford, VA

Salvage title
$3,700109,743 mi

Bedford, VA

2013 Hyundai Genesis Coupe Base

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

2013 Hyundai Genesis Coupe Base

Bedford, VA

Salvage title
$3,70071,126 mi

Bedford, VA

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

Bedford, VA

Fair PriceLimited · 14
$3,70074,945 mi

Market: $2,700 – $10,325

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1011 days listed (based on current market benchmarks)

Bedford, VA

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

Bedford, VA

Salvage title
$3,700126,092 mi

Bedford, VA

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

Bedford, VA

UnscoredLimited · 14
$3,700155,671 mi

Comparison: 14 similar vehicles

Bedford, VA

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Bedford, VA

Salvage title
$3,700121,033 mi

Bedford, VA

2010 Honda Civic LX

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

2010 Honda Civic LX

Norfolk, VA

UnscoredLimited · 10
$3,823249,011 mi

Comparison: 10 similar vehicles

Norfolk, VA

2006 Chevrolet Cobalt LS

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

2006 Chevrolet Cobalt LS

Pounding Mill, VA

UnscoredLimited · 7
$3,899138,931 mi

Comparison: 7 similar vehicles

Pounding Mill, VA

2008 Honda Civic LX

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

2008 Honda Civic LX

Martinsville, VA

UnscoredModerate · 25
$3,900221,230 mi

Comparison: 25 similar vehicles

Martinsville, VA

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Woodbridge, VA

UnscoredInsufficient · 3
$3,950200,118 mi

Comparison: 3 similar vehicles

Woodbridge, VA

2004 Chevrolet Monte Carlo LS

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

2004 Chevrolet Monte Carlo LS

Roanoke, VA

UnscoredInsufficient · 0
$3,95087,466 mi

Roanoke, VA

2006 Toyota Camry Solara Sport

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

2006 Toyota Camry Solara Sport

Stafford, VA

UnscoredInsufficient · 0
$3,977202,995 mi

Stafford, VA

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Bedford, VA

Salvage title
$3,995211,125 mi

Bedford, VA

2002 Honda Accord EX

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

2002 Honda Accord EX

Sterling, VA

UnscoredLimited · 6
$3,995192,010 mi

Comparison: 6 similar vehicles

Sterling, VA

2008 Hyundai Tiburon GS

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

2008 Hyundai Tiburon GS

Stafford, VA

UnscoredLimited · 6
$3,999164,572 mi

Comparison: 6 similar vehicles

Stafford, VA

2006 Honda Civic LX

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

2006 Honda Civic LX

Norfolk, VA

UnscoredLimited · 5
$3,999187,037 mi

Comparison: 5 similar vehicles

Norfolk, VA

2006 Scion tC Base

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

2006 Scion tC Base

Winchester, VA

UnscoredInsufficient · 4
$3,999171,699 mi

Comparison: 4 similar vehicles

Winchester, VA

2002 Toyota Echo Base

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

2002 Toyota Echo Base

Chesapeake, VA

UnscoredInsufficient · 0
$4,00082,135 mi

Chesapeake, VA

2006 Honda Civic EX

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

2006 Honda Civic EX

Chesapeake, VA

UnscoredLimited · 14
$4,195160,266 mi

Comparison: 14 similar vehicles

Chesapeake, VA

2009 Ford Mustang Premium

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

2009 Ford Mustang Premium

Chesapeake, VA

UnscoredInsufficient · 0
$4,300146,603 mi

Chesapeake, VA

2008 Honda Civic EX

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

2008 Honda Civic EX

Emporia, VA

UnscoredLimited · 11
$4,300216,730 mi

Comparison: 11 similar vehicles

Emporia, VA

2012 Nissan Altima S

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

2012 Nissan Altima S

Stafford, VA

UnscoredLimited · 10
$4,399158,735 mi

Comparison: 10 similar vehicles

Stafford, VA

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Martinsville, VA

UnscoredInsufficient · 3
$4,400188,842 mi

Comparison: 3 similar vehicles

Martinsville, VA

2011 Scion tC Base

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

2011 Scion tC Base

Fredericksburg, VA

Salvage title
$4,450176,967 mi

Fredericksburg, VA

2004 Ford Mustang Standard

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

2004 Ford Mustang Standard

Fredericksburg, VA

UnscoredInsufficient · 0
$4,495181,248 mi

Fredericksburg, VA

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Danville, VA

UnscoredModerate · 27
$4,495132,002 mi

Comparison: 27 similar vehicles

Danville, 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

Portsmouth, VA

UnscoredLimited · 6
$4,599139,000 mi

Comparison: 6 similar vehicles

Portsmouth, VA

2007 Honda Accord EX

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

2007 Honda Accord EX

Dublin, VA

UnscoredLimited · 11
$4,599232,314 mi

Comparison: 11 similar vehicles

Dublin, VA

2004 Chevrolet Cavalier Base

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

2004 Chevrolet Cavalier Base

Newport News, VA

UnscoredInsufficient · 0
$4,599112,652 mi

Newport News, VA

2010 Hyundai Genesis Coupe Base

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

2010 Hyundai Genesis Coupe Base

Winchester, VA

UnscoredInsufficient · 3
$4,600145,947 mi

Comparison: 3 similar vehicles

Winchester, VA

2006 Honda Accord EX

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

2006 Honda Accord EX

Portsmouth, VA

UnscoredLimited · 10
$4,699171,000 mi

Comparison: 10 similar vehicles

Portsmouth, VA

2009 Honda Civic LX

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

2009 Honda Civic LX

Sterling, VA

UnscoredLimited · 11
$4,700228,700 mi

Comparison: 11 similar vehicles

Sterling, VA

2004 Chevrolet Cavalier LS Sport

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

2004 Chevrolet Cavalier LS Sport

Spotsylvania Courthouse, VA

UnscoredInsufficient · 0
$4,700119,057 mi

Spotsylvania Courthouse, VA

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 manage their profile, 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, exports, and enhanced merchandising.
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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