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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

444 listings found

2006 Scion tC Base

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

2006 Scion tC Base

New Castle, DE

UnscoredInsufficient · 4
$1,990218,324 mi

Comparison: 4 similar vehicles

New Castle, DE

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Seaford, DE

UnscoredLimited · 8
$2,000299,588 mi

Comparison: 8 similar vehicles

Seaford, DE

2005 Scion tC Base

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

2005 Scion tC Base

Wilmington, DE

UnscoredInsufficient · 0
$2,495223,240 mi

Wilmington, DE

2007 Scion tC Base

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

2007 Scion tC Base

Vineland, NJ

UnscoredInsufficient · 4
$2,750200,621 mi

Comparison: 4 similar vehicles

Vineland, NJ

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

Washington Township, NJ

UnscoredInsufficient · 3
$2,900239,648 mi

Comparison: 3 similar vehicles

Washington Township, NJ

2006 Scion tC Base

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

2006 Scion tC Base

Clayton, NJ

UnscoredInsufficient · 3
$3,195136,699 mi

Comparison: 3 similar vehicles

Clayton, NJ

2010 Honda Civic EX

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

2010 Honda Civic EX

New Castle, DE

UnscoredModerate · 25
$5,500163,980 mi

Comparison: 25 similar vehicles

New Castle, DE

2008 Hyundai Tiburon GS

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

2008 Hyundai Tiburon GS

Wilmington, DE

UnscoredInsufficient · 4
$5,500123,460 mi

Comparison: 4 similar vehicles

Wilmington, DE

2010 Nissan Altima S

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

2010 Nissan Altima S

Franklin, NJ

UnscoredLimited · 9
$5,594165,375 mi

Comparison: 9 similar vehicles

Franklin, NJ

2004 Ford Mustang Standard

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

2004 Ford Mustang Standard

Saint Georges, DE

UnscoredInsufficient · 0
$5,900105,708 mi

Saint Georges, DE

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

New Castle, DE

Great DealLimited · 10
$5,905101,000 mi

Market: $9,190 – $12,950

Comparison: 10 similar vehicles

Competitively priced ~36% below the typical range compared to similar vehicles · 342 days listed (based on current market benchmarks)

New Castle, DE

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Upper Chichester, PA

UnscoredLimited · 13
$5,950137,758 mi

Comparison: 13 similar vehicles

Upper Chichester, PA

2013 Hyundai Elantra Coupe GS

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

2013 Hyundai Elantra Coupe GS

Abingdon, MD

UnscoredInsufficient · 3
$5,995146,203 mi

Comparison: 3 similar vehicles

Abingdon, MD

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Abingdon, MD

UnscoredLimited · 13
$6,280179,227 mi

Comparison: 13 similar vehicles

Abingdon, MD

2012 Honda Civic EX

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

2012 Honda Civic EX

Bridgeton, NJ

UnscoredLimited · 8
$6,495144,626 mi

Comparison: 8 similar vehicles

Bridgeton, NJ

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Vineland, NJ

UnscoredInsufficient · 4
$6,495132,110 mi

Comparison: 4 similar vehicles

Vineland, NJ

2007 Honda Civic EX

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

2007 Honda Civic EX

Washington Township, NJ

UnscoredLimited · 9
$6,824152,125 mi

Comparison: 9 similar vehicles

Washington Township, NJ

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Vineland, NJ

UnscoredLimited · 15
$6,900153,010 mi

Comparison: 15 similar vehicles

Vineland, NJ

2013 Honda Civic EX

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

2013 Honda Civic EX

Millville, NJ

UnscoredRobust · 58
$6,999167,541 mi

Comparison: 58 similar vehicles

Millville, NJ

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Buena, NJ

UnscoredInsufficient · 3
$7,490145,111 mi

Comparison: 3 similar vehicles

Buena, NJ

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Washington Township, NJ

Great DealModerate · 22
$7,500113,707 mi

Market: $8,499 – $14,990

Comparison: 22 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 26 days listed (based on current market benchmarks)

Washington Township, NJ

2002 Cadillac Eldorado ETC

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

2002 Cadillac Eldorado ETC

Washington Township, NJ

UnscoredInsufficient · 0
$7,50072,260 mi

Washington Township, NJ

2012 Cadillac CTS Coupe Premium Collection

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

2012 Cadillac CTS Coupe Premium Collection

Washington Township, NJ

UnscoredLimited · 5
$7,650121,655 mi

Comparison: 5 similar vehicles

Washington Township, NJ

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Edgewood, MD

Fair PriceLimited · 13
$7,900116,955 mi

Market: $2,995 – $10,500

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

Edgewood, MD

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

Pennsville Township, NJ

UnscoredInsufficient · 3
$7,995145,565 mi

Comparison: 3 similar vehicles

Pennsville Township, NJ

2012 Nissan Altima S

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

2012 Nissan Altima S

Dover, DE

Fair PriceRobust · 102
$8,200112,500 mi

Market: $1,500 – $13,485

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 230 days listed (based on current market benchmarks)

Dover, DE

2016 Kia Forte Koup SX

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

2016 Kia Forte Koup SX

Milford, DE

UnscoredInsufficient · 0
$8,500159,335 mi

Milford, DE

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

Elmer, NJ

UnscoredInsufficient · 0
$8,995109,441 mi

Elmer, NJ

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Joppatowne, MD

UnscoredInsufficient · 4
$8,995111,388 mi

Comparison: 4 similar vehicles

Joppatowne, MD

2007 BMW 3 Series 335i

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

2007 BMW 3 Series 335i

Pennsville Township, NJ

UnscoredLimited · 7
$8,995111,850 mi

Comparison: 7 similar vehicles

Pennsville Township, NJ

2006 Audi TT Base

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

2006 Audi TT Base

Bridgeton, NJ

UnscoredInsufficient · 0
$8,999126,820 mi

Bridgeton, NJ

2013 Chevrolet Camaro 1LS

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

2013 Chevrolet Camaro 1LS

Vineland, NJ

UnscoredInsufficient · 0
$9,80088,050 mi

Vineland, NJ

2013 Honda Accord EX

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

2013 Honda Accord EX

New Castle, DE

UnscoredInsufficient · 3
$9,995149,222 mi

Comparison: 3 similar vehicles

New Castle, DE

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Glassboro, NJ

UnscoredLimited · 7
$9,99591,331 mi

Comparison: 7 similar vehicles

Glassboro, NJ

2011 Chevrolet Camaro LS

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

2011 Chevrolet Camaro LS

Frankford, DE

UnscoredLimited · 7
$9,995148,586 mi

Comparison: 7 similar vehicles

Frankford, DE

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

Bridgeton, NJ

UnscoredRobust · 90
$9,995145,249 mi

Comparison: 90 similar vehicles

Bridgeton, NJ

2019 Honda Civic Sport

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

2019 Honda Civic Sport

Vineland, NJ

Great DealLimited · 12
$10,29991,420 mi

Market: $13,995 – $21,995

Comparison: 12 similar vehicles

Competitively priced ~26% below the typical range compared to similar vehicles · 2 days listed (based on current market benchmarks)

Vineland, NJ

2013 Scion tC Base

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

2013 Scion tC Base

Harrington, DE

UnscoredInsufficient · 4
$10,495106,869 mi

Comparison: 4 similar vehicles

Harrington, DE

2011 Chevrolet Camaro LS

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

2011 Chevrolet Camaro LS

Aberdeen, MD

UnscoredLimited · 5
$10,595143,327 mi

Comparison: 5 similar vehicles

Aberdeen, MD

2016 Honda Civic LX

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

2016 Honda Civic LX

Wilmington, DE

UnscoredModerate · 40
$10,900155,068 mi

Comparison: 40 similar vehicles

Wilmington, DE

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Washington Township, NJ

UnscoredLimited · 16
$11,350123,767 mi

Comparison: 16 similar vehicles

Washington Township, NJ

2012 Honda Civic EX-L

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

2012 Honda Civic EX-L

Middle Township, NJ

Fair PriceModerate · 40
$11,398117,721 mi

Market: $3,490 – $17,799

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Middle Township, NJ

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Harrington, DE

UnscoredInsufficient · 4
$11,49571,629 mi

Comparison: 4 similar vehicles

Harrington, DE

2011 Nissan Altima S

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

2011 Nissan Altima S

Bear, DE

OverpricedModerate · 33
$11,520183,829 mi

Market: $2,495 – $9,995

Comparison: 33 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

Bear, DE

2015 Honda Accord EX

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

2015 Honda Accord EX

Abingdon, MD

UnscoredInsufficient · 3
$11,879120,492 mi

Comparison: 3 similar vehicles

Abingdon, MD

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

Aberdeen, MD

UnscoredLimited · 12
$11,950141,253 mi

Comparison: 12 similar vehicles

Aberdeen, MD

2015 Honda Accord EX-L V-6

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

2015 Honda Accord EX-L V-6

Aston, PA

UnscoredLimited · 13
$11,995173,012 mi

Comparison: 13 similar vehicles

Aston, PA

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Smyrna, DE

UnscoredRobust · 64
$11,995128,118 mi

Comparison: 64 similar vehicles

Smyrna, DE

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Washington Township, NJ

UnscoredLimited · 7
$11,995106,759 mi

Comparison: 7 similar vehicles

Washington Township, NJ

2004 INFINITI G35 Sport Coupe Base

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

2004 INFINITI G35 Sport Coupe Base

Washington Township, NJ

UnscoredInsufficient · 4
$12,00084,904 mi

Comparison: 4 similar vehicles

Washington Township, NJ

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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