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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

2,583 listings found

2006 Chevrolet Cobalt LS

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

2006 Chevrolet Cobalt LS

Newark, NJ

UnscoredInsufficient · 0
$1,800140,000 mi

Newark, NJ

2003 Honda Accord LX

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

2003 Honda Accord LX

Newark, NJ

UnscoredLimited · 11
$2,000137,388 mi

Comparison: 11 similar vehicles

Newark, NJ

2010 Nissan Altima S

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

2010 Nissan Altima S

Passaic, NJ

UnscoredLimited · 16
$2,490181,491 mi

Comparison: 16 similar vehicles

Passaic, NJ

2011 Nissan Altima S

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

2011 Nissan Altima S

Wrightstown, NJ

UnscoredInsufficient · 4
$2,495127,660 mi

Comparison: 4 similar vehicles

Wrightstown, NJ

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

Hasbrouck Heights, NJ

UnscoredInsufficient · 0
$2,500181,571 mi

Hasbrouck Heights, NJ

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Newark, NJ

UnscoredInsufficient · 3
$2,500142,689 mi

Comparison: 3 similar vehicles

Newark, NJ

2008 Hyundai Tiburon GT

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

2008 Hyundai Tiburon GT

Newark, NJ

UnscoredInsufficient · 0
$2,600103,883 mi

Newark, NJ

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 · 0
$2,750200,621 mi

Vineland, NJ

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

Newark, NJ

UnscoredInsufficient · 3
$2,800183,689 mi

Comparison: 3 similar vehicles

Newark, NJ

2013 Kia Forte Koup SX

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

2013 Kia Forte Koup SX

Newark, NJ

UnscoredInsufficient · 0
$2,800Mileage not verified

Newark, NJ

2007 Hyundai Tiburon GS

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

2007 Hyundai Tiburon GS

Newark, NJ

UnscoredInsufficient · 0
$2,800154,739 mi

Newark, 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 · 4
$2,900239,648 mi

Comparison: 4 similar vehicles

Washington Township, NJ

2011 Honda Civic EX

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

2011 Honda Civic EX

Irvington, NJ

UnscoredLimited · 9
$2,995179,000 mi

Comparison: 9 similar vehicles

Irvington, NJ

2006 Honda Civic LX

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

2006 Honda Civic LX

Union, NJ

UnscoredLimited · 11
$2,995176,225 mi

Comparison: 11 similar vehicles

Union, NJ

2010 Kia Forte Koup SX

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

2010 Kia Forte Koup SX

Fair Lawn, NJ

UnscoredInsufficient · 0
$2,999163,217 mi

Fair Lawn, NJ

2008 INFINITI G 37 Journey

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

2008 INFINITI G 37 Journey

Jefferson, NJ

UnscoredModerate · 31
$2,999293,260 mi

Comparison: 31 similar vehicles

Jefferson, NJ

2009 Scion tC Base

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

2009 Scion tC Base

Newark, NJ

UnscoredInsufficient · 0
$3,000107,390 mi

Newark, NJ

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Newark, NJ

UnscoredLimited · 14
$3,000142,269 mi

Comparison: 14 similar vehicles

Newark, NJ

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Newark, NJ

UnscoredLimited · 14
$3,000159,461 mi

Comparison: 14 similar vehicles

Newark, NJ

2005 Honda Civic EX

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

2005 Honda Civic EX

Newark, NJ

UnscoredInsufficient · 4
$3,300103,073 mi

Comparison: 4 similar vehicles

Newark, 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 · 4
$3,495136,699 mi

Comparison: 4 similar vehicles

Clayton, NJ

2008 Nissan Altima S

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

2008 Nissan Altima S

Hamilton Township, NJ

UnscoredLimited · 6
$3,500136,523 mi

Comparison: 6 similar vehicles

Hamilton Township, NJ

2004 Honda Civic VP

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

2004 Honda Civic VP

Camden, NJ

UnscoredInsufficient · 3
$3,500142,756 mi

Comparison: 3 similar vehicles

Camden, NJ

2005 Honda Civic EX

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

2005 Honda Civic EX

Hasbrouck Heights, NJ

UnscoredInsufficient · 4
$3,595147,981 mi

Comparison: 4 similar vehicles

Hasbrouck Heights, NJ

2006 Honda Civic EX

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

2006 Honda Civic EX

Linden, NJ

UnscoredLimited · 9
$3,694171,099 mi

Comparison: 9 similar vehicles

Linden, NJ

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

Ewing Township, NJ

UnscoredInsufficient · 3
$3,699178,802 mi

Comparison: 3 similar vehicles

Ewing Township, NJ

2010 Kia Forte Koup EX

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

2010 Kia Forte Koup EX

Hamilton Township, NJ

UnscoredInsufficient · 4
$3,700126,760 mi

Comparison: 4 similar vehicles

Hamilton Township, NJ

2007 Honda Civic LX

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

2007 Honda Civic LX

Collingswood, NJ

UnscoredLimited · 7
$3,750227,253 mi

Comparison: 7 similar vehicles

Collingswood, NJ

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Elizabeth, NJ

UnscoredLimited · 11
$3,992129,443 mi

Comparison: 11 similar vehicles

Elizabeth, NJ

2012 Honda Civic LX

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

2012 Honda Civic LX

Lodi, NJ

UnscoredModerate · 43
$3,995202,065 mi

Comparison: 43 similar vehicles

Lodi, NJ

2010 Nissan Altima S

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

2010 Nissan Altima S

Union, NJ

UnscoredLimited · 18
$3,995142,287 mi

Comparison: 18 similar vehicles

Union, NJ

2006 Honda Civic EX

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

2006 Honda Civic EX

Keyport, NJ

UnscoredLimited · 8
$3,995134,932 mi

Comparison: 8 similar vehicles

Keyport, NJ

2006 BMW 6 Series 650i

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

2006 BMW 6 Series 650i

Wrightstown, NJ

UnscoredInsufficient · 3
$3,995101,140 mi

Comparison: 3 similar vehicles

Wrightstown, NJ

2012 Scion tC Base

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

2012 Scion tC Base

Elizabeth, NJ

Salvage title
$3,999204,850 mi

Elizabeth, NJ

2010 Audi A5 Premium

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

2010 Audi A5 Premium

Hasbrouck Heights, NJ

UnscoredLimited · 5
$3,999160,283 mi

Comparison: 5 similar vehicles

Hasbrouck Heights, NJ

2008 BMW 3 Series 328xi

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

2008 BMW 3 Series 328xi

Fair Lawn, NJ

UnscoredInsufficient · 4
$3,999186,333 mi

Comparison: 4 similar vehicles

Fair Lawn, NJ

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Newark, NJ

Fair PriceLimited · 11
$4,00094,000 mi

Market: $4,099 – $9,295

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 385 days listed (based on current market benchmarks)

Newark, 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

Newark, NJ

UnscoredInsufficient · 0
$4,000146,288 mi

Newark, NJ

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Toms River, NJ

UnscoredModerate · 20
$4,099198,300 mi

Comparison: 20 similar vehicles

Toms River, NJ

2001 Mercury Cougar Base

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

2001 Mercury Cougar Base

Toms River, NJ

UnscoredInsufficient · 0
$4,10063,869 mi

Toms River, NJ

2016 Honda Accord EX

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

2016 Honda Accord EX

Newark, NJ

UnscoredLimited · 7
$4,500125,000 mi

Comparison: 7 similar vehicles

Newark, NJ

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

Wantage, NJ

UnscoredInsufficient · 3
$4,500184,019 mi

Comparison: 3 similar vehicles

Wantage, NJ

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Hamilton Township, NJ

UnscoredInsufficient · 3
$4,600161,407 mi

Comparison: 3 similar vehicles

Hamilton Township, NJ

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

Lodi, NJ

UnscoredLimited · 11
$4,785201,389 mi

Comparison: 11 similar vehicles

Lodi, NJ

2012 Honda Civic EX

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

2012 Honda Civic EX

Bordentown, NJ

UnscoredModerate · 22
$4,899214,052 mi

Comparison: 22 similar vehicles

Bordentown, NJ

2014 Hyundai Elantra Coupe Base

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

2014 Hyundai Elantra Coupe Base

Hamilton Township, NJ

UnscoredLimited · 6
$4,900104,551 mi

Comparison: 6 similar vehicles

Hamilton Township, NJ

2011 Scion tC Base

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

2011 Scion tC Base

Paterson, NJ

UnscoredInsufficient · 0
$4,900150,928 mi

Paterson, NJ

2012 Nissan Altima S

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

2012 Nissan Altima S

Lodi, NJ

UnscoredModerate · 31
$4,950126,557 mi

Comparison: 31 similar vehicles

Lodi, NJ

2011 Ford Mustang V6

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

2011 Ford Mustang V6

South Amboy, NJ

UnscoredInsufficient · 3
$4,957189,395 mi

Comparison: 3 similar vehicles

South Amboy, NJ

2006 Chevrolet Monte Carlo LTZ

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

2006 Chevrolet Monte Carlo LTZ

Bloomingdale, NJ

UnscoredInsufficient · 0
$4,987104,100 mi

Bloomingdale, 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 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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