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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 22, 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

481 listings found

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 · 38
$3,600181,512 mi

Comparison: 38 similar vehicles

Warsaw, VA

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Richmond, VA

UnscoredLimited · 8
$4,500170,012 mi

Comparison: 8 similar vehicles

Richmond, 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

2014 Scion tC Base

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

2014 Scion tC Base

Richmond, VA

UnscoredInsufficient · 0
$5,500205,724 mi

Richmond, VA

2009 Ford Mustang Deluxe

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

2009 Ford Mustang Deluxe

Hopewell, VA

UnscoredInsufficient · 0
$5,500155,000 mi

Hopewell, VA

2007 Honda Civic EX

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

2007 Honda Civic EX

South Chesterfield, VA

UnscoredModerate · 30
$6,495126,400 mi

Comparison: 30 similar vehicles

South Chesterfield, VA

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Richmond, VA

UnscoredInsufficient · 3
$6,500159,127 mi

Comparison: 3 similar vehicles

Richmond, VA

1997 Lincoln Mark VII Base

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

1997 Lincoln Mark VII Base

Richmond, VA

UnscoredInsufficient · 0
$6,500130,492 mi

Richmond, VA

2010 Honda Accord LX-S

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

2010 Honda Accord LX-S

South Chesterfield, VA

UnscoredInsufficient · 0
$6,995119,391 mi

South Chesterfield, VA

2001 Honda Accord EX

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

2001 Honda Accord EX

Powhatan, VA

UnscoredInsufficient · 0
$7,40056,091 mi

Powhatan, 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

Richmond, VA

UnscoredInsufficient · 4
$7,495142,432 mi

Comparison: 4 similar vehicles

Richmond, VA

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Charles City, VA

Fair PriceModerate · 29
$7,500120,000 mi

Market: $5,900 – $15,794

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 210 days listed (based on current market benchmarks)

Charles City, VA

2006 Ford Mustang GT Deluxe

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

2006 Ford Mustang GT Deluxe

Providence Forge, VA

UnscoredModerate · 31
$7,750129,335 mi

Comparison: 31 similar vehicles

Providence Forge, VA

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Midlothian, VA

UnscoredLimited · 13
$7,975128,127 mi

Comparison: 13 similar vehicles

Midlothian, VA

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Hayes, VA

Fair PriceLimited · 14
$7,99087,674 mi

Market: $4,999 – $10,994

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Hayes, VA

2014 Scion tC 10 Series

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

2014 Scion tC 10 Series

Fredericksburg, VA

UnscoredInsufficient · 3
$7,995117,512 mi

Comparison: 3 similar vehicles

Fredericksburg, VA

2012 Honda Civic LX

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

2012 Honda Civic LX

South Chesterfield, VA

Fair PriceLimited · 13
$7,995107,598 mi

Market: $7,423 – $12,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

South Chesterfield, VA

2007 Scion tC Spec Package

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

2007 Scion tC Spec Package

Ashland, VA

UnscoredInsufficient · 0
$7,995123,629 mi

Ashland, VA

2011 INFINITI G Coupe 37x

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

2011 INFINITI G Coupe 37x

Oilville, VA

UnscoredLimited · 6
$7,999148,250 mi

Comparison: 6 similar vehicles

Oilville, VA

2009 Dodge Challenger R/T

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

2009 Dodge Challenger R/T

Henrico, VA

UnscoredInsufficient · 3
$8,500195,622 mi

Comparison: 3 similar vehicles

Henrico, 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

Chester, VA

UnscoredInsufficient · 3
$8,699161,926 mi

Comparison: 3 similar vehicles

Chester, VA

2012 Honda Civic LX

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

2012 Honda Civic LX

Richmond, VA

UnscoredLimited · 13
$8,777159,833 mi

Comparison: 13 similar vehicles

Richmond, VA

2014 Honda Accord LX-S

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

2014 Honda Accord LX-S

Richmond, VA

UnscoredInsufficient · 4
$8,865140,580 mi

Comparison: 4 similar vehicles

Richmond, VA

2014 Honda Civic EX

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

2014 Honda Civic EX

Oilville, VA

UnscoredInsufficient · 4
$8,995145,301 mi

Comparison: 4 similar vehicles

Oilville, VA

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Providence Forge, VA

UnscoredLimited · 7
$8,995131,550 mi

Comparison: 7 similar vehicles

Providence Forge, VA

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Woodford, VA

UnscoredLimited · 16
$8,997148,387 mi

Comparison: 16 similar vehicles

Woodford, VA

2010 Hyundai Genesis Coupe Track

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

2010 Hyundai Genesis Coupe Track

Woodford, VA

UnscoredInsufficient · 0
$8,997107,810 mi

Woodford, VA

2014 Scion tC 10 Series

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

2014 Scion tC 10 Series

South Chesterfield, VA

Fair PriceModerate · 20
$9,200109,070 mi

Market: $7,995 – $13,399

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

South Chesterfield, VA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Richmond, VA

Fair PriceModerate · 48
$9,295118,457 mi

Market: $6,991 – $18,990

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Richmond, VA

2005 INFINITI G35 Coupe Base

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

2005 INFINITI G35 Coupe Base

Midlothian, VA

UnscoredInsufficient · 3
$9,49581,108 mi

Comparison: 3 similar vehicles

Midlothian, VA

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Newport News, VA

UnscoredInsufficient · 3
$9,600182,361 mi

Comparison: 3 similar vehicles

Newport News, VA

2005 BMW 6 Series 645Ci

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

2005 BMW 6 Series 645Ci

Yorktown, VA

UnscoredInsufficient · 0
$9,67595,830 mi

Yorktown, VA

2015 Honda Civic Si

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

2015 Honda Civic Si

Midlothian, VA

UnscoredLimited · 13
$9,995146,899 mi

Comparison: 13 similar vehicles

Midlothian, VA

2014 Ford Mustang V6

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

2014 Ford Mustang V6

South Chesterfield, VA

UnscoredInsufficient · 3
$9,99590,307 mi

Comparison: 3 similar vehicles

South Chesterfield, VA

2014 Kia Forte Koup EX

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

2014 Kia Forte Koup EX

Richmond, VA

UnscoredInsufficient · 0
$9,995106,496 mi

Richmond, VA

2015 Honda Accord EX

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

2015 Honda Accord EX

Richmond, VA

UnscoredInsufficient · 4
$10,499130,947 mi

Comparison: 4 similar vehicles

Richmond, VA

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Bellwood, VA

UnscoredLimited · 5
$10,499187,480 mi

Comparison: 5 similar vehicles

Bellwood, VA

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Richmond, VA

UnscoredLimited · 5
$10,79572,590 mi

Comparison: 5 similar vehicles

Richmond, VA

2014 Chevrolet Camaro 1LS

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

2014 Chevrolet Camaro 1LS

Richmond, VA

UnscoredLimited · 8
$10,900101,680 mi

Comparison: 8 similar vehicles

Richmond, VA

2016 Audi A5 Coupe Premium

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

2016 Audi A5 Coupe Premium

Newport News, VA

UnscoredInsufficient · 0
$10,99383,960 mi

Newport News, VA

2012 Honda Civic SI

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

2012 Honda Civic SI

South Chesterfield, VA

UnscoredLimited · 5
$10,995115,719 mi

Comparison: 5 similar vehicles

South Chesterfield, VA

2015 Honda Civic EX

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

2015 Honda Civic EX

Glen Allen, VA

Fair PriceLimited · 16
$10,998102,513 mi

Market: $9,399 – $18,990

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Glen Allen, VA

2014 Honda Civic EX-L

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

2014 Honda Civic EX-L

Glen Allen, VA

UnscoredInsufficient · 4
$10,998116,183 mi

Comparison: 4 similar vehicles

Glen Allen, VA

2013 Honda Civic SI

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

2013 Honda Civic SI

Glen Allen, VA

UnscoredInsufficient · 3
$10,998122,317 mi

Comparison: 3 similar vehicles

Glen Allen, VA

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Spotsylvania Courthouse, VA

Fair PriceLimited · 15
$10,999101,247 mi

Market: $7,499 – $18,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Spotsylvania Courthouse, VA

2013 Cadillac CTS Coupe Base

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

2013 Cadillac CTS Coupe Base

Newport News, VA

UnscoredInsufficient · 0
$10,999117,259 mi

Newport News, VA

2014 BMW 4 Series 435i

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

2014 BMW 4 Series 435i

Richmond, VA

UnscoredInsufficient · 4
$11,299136,948 mi

Comparison: 4 similar vehicles

Richmond, VA

2016 Honda Accord LX-S

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

2016 Honda Accord LX-S

Richmond, VA

UnscoredInsufficient · 3
$11,349146,448 mi

Comparison: 3 similar vehicles

Richmond, VA

2015 Mercedes-Benz C-Class C250 Sport

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

2015 Mercedes-Benz C-Class C250 Sport

Bellwood, VA

UnscoredInsufficient · 3
$11,499107,632 mi

Comparison: 3 similar vehicles

Bellwood, VA

2015 Scion tC Base

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

2015 Scion tC Base

Newport News, VA

UnscoredLimited · 8
$11,550128,844 mi

Comparison: 8 similar vehicles

Newport News, 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 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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