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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 16, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

1,514 listings found

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Salunga-Landisville, PA

UnscoredInsufficient · 4
$2,500173,400 mi

Comparison: 4 similar vehicles

Salunga-Landisville, PA

2005 Toyota Camry Solara SE

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

2005 Toyota Camry Solara SE

Philadelphia, PA

UnscoredInsufficient · 3
$2,500Mileage not verified

Comparison: 3 similar vehicles

Philadelphia, PA

2005 MINI Cooper Base

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

2005 MINI Cooper Base

Upper Chichester, PA

UnscoredLimited · 8
$2,500150,599 mi

Comparison: 8 similar vehicles

Upper Chichester, PA

1998 Mercedes-Benz SLK Base

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

1998 Mercedes-Benz SLK Base

Rockledge, PA

UnscoredLimited · 5
$2,995146,899 mi

Comparison: 5 similar vehicles

Rockledge, PA

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Dover, PA

UnscoredLimited · 11
$2,999138,050 mi

Comparison: 11 similar vehicles

Dover, PA

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Danville, PA

UnscoredInsufficient · 0
$2,999154,346 mi

Danville, PA

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

Homer City, PA

UnscoredLimited · 11
$3,295206,902 mi

Comparison: 11 similar vehicles

Homer City, PA

2006 Saab 9-3 Aero

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

2006 Saab 9-3 Aero

Covington Township, PA

UnscoredInsufficient · 0
$3,695196,941 mi

Covington Township, PA

2006 Chrysler Sebring Base

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

2006 Chrysler Sebring Base

East Lansdowne, PA

UnscoredInsufficient · 0
$3,79961,165 mi

East Lansdowne, PA

2007 Audi A4 Base

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

2007 Audi A4 Base

New Hope, PA

UnscoredLimited · 7
$3,895131,962 mi

Comparison: 7 similar vehicles

New Hope, PA

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Stoystown, PA

UnscoredInsufficient · 0
$3,90078,512 mi

Stoystown, PA

2008 BMW 1 Series 128i

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

2008 BMW 1 Series 128i

Schnecksville, PA

UnscoredInsufficient · 0
$3,900174,053 mi

Schnecksville, PA

2009 MINI Cooper S

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

2009 MINI Cooper S

Fullerton, PA

Fair PriceModerate · 26
$3,995Mileage not verified

Market: $2,995 – $14,000

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Fullerton, PA

2006 Audi A4 Base

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

2006 Audi A4 Base

Dover, PA

UnscoredLimited · 9
$3,995136,093 mi

Comparison: 9 similar vehicles

Dover, PA

2002 Chevrolet Camaro Base

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

2002 Chevrolet Camaro Base

Carlisle, PA

UnscoredInsufficient · 0
$3,995123,928 mi

Carlisle, PA

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Uniontown, PA

UnscoredInsufficient · 0
$3,99951,413 mi

Uniontown, PA

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Patton, PA

UnscoredLimited · 15
$4,500230,116 mi

Comparison: 15 similar vehicles

Patton, PA

2008 smart fortwo passion

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

2008 smart fortwo passion

Shippensburg, PA

UnscoredInsufficient · 0
$4,500124,989 mi

Shippensburg, PA

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

York, PA

UnscoredInsufficient · 0
$4,50098,024 mi

York, PA

2005 Volkswagen New Beetle GLS

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

2005 Volkswagen New Beetle GLS

Sunbury, PA

UnscoredLimited · 6
$4,50069,737 mi

Comparison: 6 similar vehicles

Sunbury, PA

1999 Mercedes-Benz CLK Base

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

1999 Mercedes-Benz CLK Base

Lebanon, PA

UnscoredInsufficient · 0
$4,640126,463 mi

Lebanon, PA

2005 Chrysler Sebring Limited

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

2005 Chrysler Sebring Limited

Jersey Shore, PA

UnscoredInsufficient · 0
$4,79579,456 mi

Jersey Shore, PA

2008 Pontiac G6 GT

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

2008 Pontiac G6 GT

York, PA

UnscoredInsufficient · 4
$4,800148,046 mi

Comparison: 4 similar vehicles

York, PA

2013 Volkswagen Eos Komfort

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

2013 Volkswagen Eos Komfort

Ephrata, PA

UnscoredInsufficient · 0
$4,885159,850 mi

Ephrata, PA

2006 Mazda MX-5 Miata Base

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

2006 Mazda MX-5 Miata Base

Mount Pleasant, PA

UnscoredLimited · 6
$4,900Mileage not verified

Comparison: 6 similar vehicles

Mount Pleasant, PA

2003 Mercedes-Benz CLK-Class CLK320

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

2003 Mercedes-Benz CLK-Class CLK320

Philadelphia, PA

UnscoredInsufficient · 0
$4,989101,669 mi

Philadelphia, PA

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Feasterville, PA

Fair PriceLimited · 10
$4,990149,810 mi

Market: $2,995 – $11,400

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 471 days listed (based on current market benchmarks)

Feasterville, PA

2005 Volkswagen New Beetle GLS

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

2005 Volkswagen New Beetle GLS

Philadelphia, PA

UnscoredLimited · 8
$4,990120,842 mi

Comparison: 8 similar vehicles

Philadelphia, PA

2008 Chrysler Sebring Touring

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

2008 Chrysler Sebring Touring

Glenside, PA

UnscoredInsufficient · 4
$4,995129,832 mi

Comparison: 4 similar vehicles

Glenside, PA

2008 Volkswagen New Beetle S

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

2008 Volkswagen New Beetle S

Dornsife, PA

UnscoredInsufficient · 4
$4,995130,123 mi

Comparison: 4 similar vehicles

Dornsife, PA

2008 Audi A4 Base

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

2008 Audi A4 Base

Irwin, PA

UnscoredInsufficient · 0
$4,995143,882 mi

Irwin, PA

2005 Toyota Camry Solara SE

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

2005 Toyota Camry Solara SE

Fullerton, PA

UnscoredInsufficient · 4
$4,995Mileage not verified

Comparison: 4 similar vehicles

Fullerton, PA

2004 Chrysler Sebring LX

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

2004 Chrysler Sebring LX

Wilkes-Barre, PA

UnscoredInsufficient · 0
$4,995109,694 mi

Wilkes-Barre, PA

No Photo

2004 Saab 9-3 Aero

Washington, PA

UnscoredInsufficient · 0
$4,995140,129 mi

Washington, PA

2003 Mercedes-Benz CLK-Class CLK320

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

2003 Mercedes-Benz CLK-Class CLK320

Conshohocken, PA

UnscoredInsufficient · 0
$4,99587,648 mi

Conshohocken, PA

2002 Toyota Camry Solara SE

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

2002 Toyota Camry Solara SE

Willow Grove, PA

UnscoredInsufficient · 3
$4,995162,081 mi

Comparison: 3 similar vehicles

Willow Grove, PA

2010 Chrysler Sebring Limited

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

2010 Chrysler Sebring Limited

Uniontown, PA

UnscoredLimited · 5
$4,999Mileage not verified

Comparison: 5 similar vehicles

Uniontown, PA

2008 Mitsubishi Eclipse Spyder GT

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

2008 Mitsubishi Eclipse Spyder GT

Coopersburg, PA

UnscoredInsufficient · 0
$4,999154,810 mi

Coopersburg, PA

2007 Mitsubishi Eclipse Spyder GS

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

2007 Mitsubishi Eclipse Spyder GS

Verona, PA

UnscoredLimited · 7
$4,999104,383 mi

Comparison: 7 similar vehicles

Verona, PA

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Jonestown, PA

UnscoredModerate · 29
$5,000196,964 mi

Comparison: 29 similar vehicles

Jonestown, PA

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Boalsburg, PA

UnscoredLimited · 9
$5,000156,000 mi

Comparison: 9 similar vehicles

Boalsburg, PA

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

Philadelphia, PA

Fair PriceLimited · 13
$5,295141,907 mi

Market: $2,949 – $9,100

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 211 days listed (based on current market benchmarks)

Philadelphia, PA

2013 BMW 1 Series 128i

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

2013 BMW 1 Series 128i

Stoystown, PA

UnscoredInsufficient · 4
$5,40069,058 mi

Comparison: 4 similar vehicles

Stoystown, PA

2012 FIAT 500 Lounge

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

2012 FIAT 500 Lounge

Jonestown, PA

UnscoredInsufficient · 3
$5,44082,605 mi

Comparison: 3 similar vehicles

Jonestown, PA

2005 Chrysler PT Cruiser Base

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

2005 Chrysler PT Cruiser Base

Fredericksburg, PA

UnscoredInsufficient · 0
$5,49575,383 mi

Fredericksburg, PA

2002 Mazda Miata Cloth

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

2002 Mazda Miata Cloth

Reading, PA

UnscoredInsufficient · 0
$5,496142,621 mi

Reading, PA

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Lititz, PA

Fair PriceModerate · 25
$5,498118,060 mi

Market: $3,775 – $13,850

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 398 days listed (based on current market benchmarks)

Lititz, PA

2007 Pontiac G6 GT

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

2007 Pontiac G6 GT

New Castle, PA

Fair PriceLimited · 15
$5,500142,186 mi

Market: $3,500 – $6,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 260 days listed (based on current market benchmarks)

New Castle, PA

2005 BMW 3 Series 330

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

2005 BMW 3 Series 330

Shamokin Dam, PA

UnscoredInsufficient · 3
$5,500153,960 mi

Comparison: 3 similar vehicles

Shamokin Dam, PA

2012 Volkswagen Eos Komfort

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

2012 Volkswagen Eos Komfort

Coopersburg, PA

UnscoredLimited · 6
$5,550124,580 mi

Comparison: 6 similar vehicles

Coopersburg, PA

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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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