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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 · November 5, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

334 listings found

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Union City, NJ

Unscored
$2,995205,191 mi

Comparison: 13 similar vehicles

Union City, NJ

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Union City, NJ

Unscored
$2,999245,892 mi

Comparison: 25 similar vehicles

Union City, NJ

2008 Lexus IS 250

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

2008 Lexus IS 250

Union City, NJ

UnscoredInsufficient · 3
$3,950221,198 mi

Comparison: 3 similar vehicles

Union City, NJ

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Union City, NJ

Unscored
$3,995219,233 mi

Comparison: 9 similar vehicles

Union City, NJ

2012 Kia Sportage SX

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

2012 Kia Sportage SX

Union City, NJ

UnscoredInsufficient · 0
$4,695161,906 mi

Union City, NJ

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Union City, NJ

Fair PriceLimited · 15
$4,80096,311 mi

Market: $2,000 – $9,500

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 200 days listed (based on current market benchmarks)

Union City, NJ

2010 Lincoln MKZ Base

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

2010 Lincoln MKZ Base

Union City, NJ

Unscored
$4,99492,500 mi

Comparison: 8 similar vehicles

Union City, NJ

2010 Hyundai Santa Fe SE

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

2010 Hyundai Santa Fe SE

Union City, NJ

UnscoredInsufficient · 3
$4,994103,666 mi

Comparison: 3 similar vehicles

Union City, NJ

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Union City, NJ

Unscored
$4,995185,743 mi

Comparison: 15 similar vehicles

Union City, NJ

No Photo

2012 Honda Civic LX

Union City, NJ

Unscored
$4,995186,540 mi

Comparison: 62 similar vehicles

Union City, NJ

2013 Kia Optima EX

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

2013 Kia Optima EX

Union City, NJ

UnscoredInsufficient · 4
$5,495129,334 mi

Comparison: 4 similar vehicles

Union City, NJ

2004 Mercedes-Benz E-Class E500 4Matic

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

2004 Mercedes-Benz E-Class E500 4Matic

Union City, NJ

UnscoredInsufficient · 0
$5,495215,746 mi

Union City, NJ

2012 Buick Verano 1SG

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

2012 Buick Verano 1SG

Union City, NJ

UnscoredInsufficient · 3
$5,641104,980 mi

Comparison: 3 similar vehicles

Union City, NJ

2005 Suzuki XL-7 LX

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

2005 Suzuki XL-7 LX

Union City, NJ

UnscoredInsufficient · 0
$5,99456,925 mi

Union City, NJ

2017 MINI Cooper S

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

2017 MINI Cooper S

Union City, NJ

Unscored
$5,999161,171 mi

Comparison: 6 similar vehicles

Union City, NJ

2016 Buick Encore Base

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

2016 Buick Encore Base

Union City, NJ

Fair PriceLimited · 13
$5,99977,068 mi

Market: $2,400 – $10,099

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Union City, NJ

2010 Mercedes-Benz M-Class ML350

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

2010 Mercedes-Benz M-Class ML350

Union City, NJ

UnscoredInsufficient · 3
$6,495135,849 mi

Comparison: 3 similar vehicles

Union City, NJ

2017 Jeep Compass High Altitude

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

2017 Jeep Compass High Altitude

Union City, NJ

Fair PriceLimited · 12
$6,619111,614 mi

Market: $5,440 – $12,750

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Union City, NJ

2011 BMW 5 Series 535i

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

2011 BMW 5 Series 535i

Union City, NJ

Fair PriceLimited · 16
$6,650111,836 mi

Market: $7,000 – $17,850

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 19 days listed (based on current market benchmarks)

Union City, NJ

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Union City, NJ

Great DealLimited · 17
$6,990107,625 mi

Market: $8,500 – $14,995

Comparison: 17 similar vehicles

Competitively priced ~18% below the typical range compared to similar vehicles · 165 days listed (based on current market benchmarks)

Union City, NJ

2012 Audi A6 Premium

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

2012 Audi A6 Premium

Union City, NJ

Unscored
$6,994118,409 mi

Comparison: 7 similar vehicles

Union City, NJ

2010 Toyota Prius IV

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

2010 Toyota Prius IV

Union City, NJ

Unscored
$6,994123,424 mi

Comparison: 20 similar vehicles

Union City, NJ

2017 MINI Cooper Base

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

2017 MINI Cooper Base

Union City, NJ

Great DealModerate · 31
$6,995107,922 mi

Market: $7,995 – $15,998

Comparison: 31 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 48 days listed (based on current market benchmarks)

Union City, NJ

2016 Mazda CX-3 Touring

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

2016 Mazda CX-3 Touring

Union City, NJ

Unscored
$6,995181,874 mi

Comparison: 20 similar vehicles

Union City, NJ

2015 GMC Savana Cargo Work Van

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

2015 GMC Savana Cargo Work Van

Union City, NJ

Unscored
$6,995143,533 mi

Comparison: 12 similar vehicles

Union City, NJ

2015 Volkswagen Golf SportWagen TSI S

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

2015 Volkswagen Golf SportWagen TSI S

Union City, NJ

UnscoredInsufficient · 3
$6,995145,223 mi

Comparison: 3 similar vehicles

Union City, NJ

2014 Kia Soul +

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

2014 Kia Soul +

Union City, NJ

Unscored
$6,99591,172 mi

Comparison: 6 similar vehicles

Union City, NJ

2014 MINI Countryman S

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

2014 MINI Countryman S

Union City, NJ

Unscored
$6,995124,614 mi

Comparison: 8 similar vehicles

Union City, NJ

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Union City, NJ

Unscored
$6,999181,158 mi

Comparison: 6 similar vehicles

Union City, NJ

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Union City, NJ

Unscored
$6,999165,615 mi

Comparison: 28 similar vehicles

Union City, NJ

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Union City, NJ

Unscored
$6,999166,426 mi

Comparison: 9 similar vehicles

Union City, NJ

2009 Honda Accord LX-P

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

2009 Honda Accord LX-P

Union City, NJ

Unscored
$6,999122,315 mi

Comparison: 11 similar vehicles

Union City, NJ

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Union City, NJ

Unscored
$7,395132,339 mi

Comparison: 19 similar vehicles

Union City, NJ

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Union City, NJ

Unscored
$7,40462,882 mi

Comparison: 6 similar vehicles

Union City, NJ

2018 Kia FORTE S

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

2018 Kia FORTE S

Union City, NJ

Great DealModerate · 23
$7,495100,111 mi

Market: $8,495 – $12,995

Comparison: 23 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 361 days listed (based on current market benchmarks)

Union City, NJ

2017 Hyundai Sonata Limited

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

2017 Hyundai Sonata Limited

Union City, NJ

Unscored
$7,495127,958 mi

Comparison: 5 similar vehicles

Union City, NJ

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Union City, NJ

Unscored
$7,495177,496 mi

Comparison: 22 similar vehicles

Union City, NJ

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Union City, NJ

Fair PriceLimited · 11
$7,49597,964 mi

Market: $3,995 – $9,500

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Union City, NJ

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Union City, NJ

Unscored
$7,495123,357 mi

Comparison: 11 similar vehicles

Union City, NJ

2020 INFINITI QX60 PURE

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

2020 INFINITI QX60 PURE

Union City, NJ

Unscored
$7,499154,313 mi

Comparison: 9 similar vehicles

Union City, NJ

2010 Toyota Highlander Base

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

2010 Toyota Highlander Base

Union City, NJ

UnscoredInsufficient · 4
$7,499157,379 mi

Comparison: 4 similar vehicles

Union City, NJ

2016 Volkswagen Passat S

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

2016 Volkswagen Passat S

Union City, NJ

Unscored
$7,795119,400 mi

Comparison: 7 similar vehicles

Union City, NJ

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Union City, NJ

Fair PriceModerate · 24
$7,819102,992 mi

Market: $6,735 – $16,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Union City, NJ

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Union City, NJ

Fair PriceLimited · 17
$7,950112,834 mi

Market: $2,390 – $8,955

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Union City, NJ

2013 Hyundai Santa Fe GLS

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

2013 Hyundai Santa Fe GLS

Union City, NJ

Fair PriceLimited · 12
$7,95087,739 mi

Market: $5,495 – $9,686

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Union City, NJ

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Union City, NJ

Unscored
$7,994135,410 mi

Comparison: 16 similar vehicles

Union City, NJ

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Union City, NJ

Unscored
$7,994141,238 mi

Comparison: 25 similar vehicles

Union City, NJ

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Union City, NJ

Salvage title
$7,995103,440 mi

Union City, NJ

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Union City, NJ

Fair PriceModerate · 38
$7,995112,535 mi

Market: $4,500 – $14,600

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Union City, NJ

2016 Volkswagen Jetta Sport

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

2016 Volkswagen Jetta Sport

Union City, NJ

Unscored
$7,995114,593 mi

Comparison: 9 similar vehicles

Union City, 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 recently 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.
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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