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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

19,792 listings found

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Carmel Hamlet, NY

UnscoredInsufficient · 3
$2,450234,719 mi

Comparison: 3 similar vehicles

Carmel Hamlet, NY

2008 Hyundai Tucson Limited

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

2008 Hyundai Tucson Limited

Carmel Hamlet, NY

UnscoredInsufficient · 0
$2,850181,250 mi

Carmel Hamlet, NY

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

New Windsor, NY

Unscored
$3,400168,999 mi

Comparison: 16 similar vehicles

New Windsor, NY

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

New Windsor, NY

Unscored
$3,400128,999 mi

Comparison: 32 similar vehicles

New Windsor, NY

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Salisbury, CT

Unscored
$3,500253,068 mi

Comparison: 58 similar vehicles

Salisbury, CT

2004 Subaru Impreza Outback Sport

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

2004 Subaru Impreza Outback Sport

South Fallsburg, NY

UnscoredInsufficient · 0
$3,500133,442 mi

South Fallsburg, NY

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Carmel Hamlet, NY

Unscored
$3,750164,593 mi

Comparison: 45 similar vehicles

Carmel Hamlet, NY

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Carmel Hamlet, NY

UnscoredInsufficient · 4
$3,850150,646 mi

Comparison: 4 similar vehicles

Carmel Hamlet, NY

2008 Subaru Outback I Limited

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

2008 Subaru Outback I Limited

Saugerties, NY

Unscored
$3,895245,281 mi

Comparison: 6 similar vehicles

Saugerties, NY

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

New Windsor, NY

Fair PriceModerate · 22
$3,898120,000 mi

Market: $2,500 – $9,495

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 311 days listed (based on current market benchmarks)

New Windsor, NY

2013 Kia Soul Base

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

2013 Kia Soul Base

New Windsor, NY

Fair PriceModerate · 45
$3,900101,999 mi

Market: $2,999 – $12,390

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 220 days listed (based on current market benchmarks)

New Windsor, NY

2012 Toyota Corolla S

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

2012 Toyota Corolla S

New Windsor, NY

Unscored
$3,900204,000 mi

Comparison: 15 similar vehicles

New Windsor, NY

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

New Windsor, NY

Unscored
$3,900211,000 mi

Comparison: 58 similar vehicles

New Windsor, NY

2007 Cadillac DTS Luxury II

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

2007 Cadillac DTS Luxury II

New Windsor, NY

UnscoredInsufficient · 3
$3,900113,999 mi

Comparison: 3 similar vehicles

New Windsor, NY

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Carmel Hamlet, NY

Unscored
$3,950147,507 mi

Comparison: 8 similar vehicles

Carmel Hamlet, NY

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Carmel Hamlet, NY

UnscoredInsufficient · 3
$3,950156,005 mi

Comparison: 3 similar vehicles

Carmel Hamlet, NY

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Carmel Hamlet, NY

UnscoredInsufficient · 4
$3,950107,269 mi

Comparison: 4 similar vehicles

Carmel Hamlet, NY

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Fishkill, NY

Unscored
$3,995221,843 mi

Comparison: 50 similar vehicles

Fishkill, NY

2014 Nissan Versa Note SV

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

2014 Nissan Versa Note SV

Poughkeepsie, NY

Unscored
$3,995155,522 mi

Comparison: 26 similar vehicles

Poughkeepsie, NY

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Rock Hill, NY

Unscored
$3,995134,924 mi

Comparison: 66 similar vehicles

Rock Hill, NY

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Poughkeepsie, NY

Unscored
$3,995170,251 mi

Comparison: 13 similar vehicles

Poughkeepsie, NY

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Poughkeepsie, NY

Unscored
$3,995206,007 mi

Comparison: 51 similar vehicles

Poughkeepsie, NY

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

Carmel Hamlet, NY

Unscored
$3,995179,747 mi

Comparison: 7 similar vehicles

Carmel Hamlet, NY

2010 Ford Edge Limited

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

2010 Ford Edge Limited

Montgomery, NY

Unscored
$3,995156,000 mi

Comparison: 10 similar vehicles

Montgomery, NY

2010 Subaru Impreza 2.5i

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

2010 Subaru Impreza 2.5i

Peekskill, NY

UnscoredInsufficient · 0
$3,995144,890 mi

Peekskill, NY

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Poughkeepsie, NY

Unscored
$3,995179,486 mi

Comparison: 16 similar vehicles

Poughkeepsie, NY

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Poughkeepsie, NY

Unscored
$3,995139,451 mi

Comparison: 6 similar vehicles

Poughkeepsie, NY

2008 Hyundai Santa Fe GLS

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

2008 Hyundai Santa Fe GLS

Carmel Hamlet, NY

Unscored
$3,995124,920 mi

Comparison: 10 similar vehicles

Carmel Hamlet, NY

2004 Honda Odyssey EX

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

2004 Honda Odyssey EX

Highland, NY

Unscored
$3,995219,467 mi

Comparison: 16 similar vehicles

Highland, NY

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Hopewell Junction, NY

Unscored
$3,999168,917 mi

Comparison: 59 similar vehicles

Hopewell Junction, NY

2014 Ford Fiesta S

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

2014 Ford Fiesta S

New Windsor, NY

UnscoredInsufficient · 0
$3,999125,778 mi

New Windsor, NY

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Pawling, NY

Unscored
$4,178159,341 mi

Comparison: 17 similar vehicles

Pawling, NY

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

New Windsor, NY

Unscored
$4,200145,000 mi

Comparison: 23 similar vehicles

New Windsor, NY

2014 Honda Civic LX

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

2014 Honda Civic LX

Arlington, NY

Unscored
$4,250272,369 mi

Comparison: 7 similar vehicles

Arlington, NY

2004 Ford Explorer Sport Trac XLT

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

2004 Ford Explorer Sport Trac XLT

Pawling, NY

UnscoredInsufficient · 4
$4,375187,000 mi

Comparison: 4 similar vehicles

Pawling, NY

2009 Nissan Altima S

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

2009 Nissan Altima S

South Fallsburg, NY

Unscored
$4,400168,523 mi

Comparison: 38 similar vehicles

South Fallsburg, NY

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Carmel Hamlet, NY

UnscoredInsufficient · 3
$4,450160,080 mi

Comparison: 3 similar vehicles

Carmel Hamlet, NY

2011 Cadillac CTS Luxury Collection

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

2011 Cadillac CTS Luxury Collection

Carmel Hamlet, NY

Unscored
$4,450126,850 mi

Comparison: 6 similar vehicles

Carmel Hamlet, NY

2006 Honda Accord EX

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

2006 Honda Accord EX

Highland, NY

Unscored
$4,450222,765 mi

Comparison: 27 similar vehicles

Highland, NY

2007 Mitsubishi Galant ES

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

2007 Mitsubishi Galant ES

Saugerties, NY

UnscoredInsufficient · 4
$4,49598,899 mi

Comparison: 4 similar vehicles

Saugerties, NY

2013 Jeep Compass Sport

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

2013 Jeep Compass Sport

Highland, NY

Unscored
$4,500141,738 mi

Comparison: 9 similar vehicles

Highland, NY

2010 Nissan Altima SR

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

2010 Nissan Altima SR

Carmel Hamlet, NY

UnscoredInsufficient · 4
$4,500172,122 mi

Comparison: 4 similar vehicles

Carmel Hamlet, NY

2005 Subaru Impreza Outback Sport

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

2005 Subaru Impreza Outback Sport

Tillson, NY

UnscoredInsufficient · 0
$4,500170,540 mi

Tillson, NY

2013 Mercedes-Benz C-Class C300 Luxury

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

2013 Mercedes-Benz C-Class C300 Luxury

Rensselaer, NY

Unscored
$4,550186,720 mi

Comparison: 29 similar vehicles

Rensselaer, NY

2010 Subaru Outback I Premium

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

2010 Subaru Outback I Premium

Tillson, NY

Unscored
$4,700144,598 mi

Comparison: 25 similar vehicles

Tillson, NY

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Poughkeepsie, NY

Unscored
$4,750129,000 mi

Comparison: 25 similar vehicles

Poughkeepsie, NY

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Wingdale, NY

Unscored
$4,795139,258 mi

Comparison: 11 similar vehicles

Wingdale, NY

2014 Kia Soul Base

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

2014 Kia Soul Base

Carmel Hamlet, NY

UnscoredInsufficient · 4
$4,850140,655 mi

Comparison: 4 similar vehicles

Carmel Hamlet, NY

2013 Toyota Prius c Two

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

2013 Toyota Prius c Two

Rensselaer, NY

Unscored
$4,850208,000 mi

Comparison: 10 similar vehicles

Rensselaer, NY

2014 Jeep Patriot Limited

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

2014 Jeep Patriot Limited

New Windsor, NY

UnscoredInsufficient · 0
$4,900147,000 mi

New Windsor, NY

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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