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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

44,756 listings found

2007 Hyundai Santa Fe GLS

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

2007 Hyundai Santa Fe GLS

New Haven, CT

UnscoredLimited · 9
$2,499194,700 mi

Comparison: 9 similar vehicles

New Haven, CT

2011 Jeep Compass Limited

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

2011 Jeep Compass Limited

East Islip, NY

Salvage title
$2,995172,000 mi

East Islip, NY

2001 Honda CR-V EX

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

2001 Honda CR-V EX

Bridgeport, CT

UnscoredInsufficient · 0
$2,999243,453 mi

Bridgeport, CT

2009 Kia Sportage LX

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

2009 Kia Sportage LX

Massapequa, NY

UnscoredLimited · 7
$3,822161,211 mi

Comparison: 7 similar vehicles

Massapequa, NY

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Riverhead, NY

UnscoredModerate · 29
$3,911240,190 mi

Comparison: 29 similar vehicles

Riverhead, NY

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

West Haven, CT

UnscoredLimited · 14
$3,990202,856 mi

Comparison: 14 similar vehicles

West Haven, CT

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

East Meadow, NY

UnscoredInsufficient · 3
$3,995158,000 mi

Comparison: 3 similar vehicles

East Meadow, NY

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Milford, CT

UnscoredLimited · 5
$3,995191,364 mi

Comparison: 5 similar vehicles

Milford, CT

2003 Jeep Liberty Sport

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

2003 Jeep Liberty Sport

Bridgeport, CT

UnscoredLimited · 9
$3,995127,000 mi

Comparison: 9 similar vehicles

Bridgeport, CT

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Mount Sinai, NY

UnscoredLimited · 15
$4,222145,303 mi

Comparison: 15 similar vehicles

Mount Sinai, NY

2012 Subaru Forester X

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

2012 Subaru Forester X

Bridgeport, CT

UnscoredLimited · 16
$4,299154,000 mi

Comparison: 16 similar vehicles

Bridgeport, CT

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

North Haven, CT

UnscoredInsufficient · 3
$4,300189,200 mi

Comparison: 3 similar vehicles

North Haven, CT

2005 Nissan Armada LE

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

2005 Nissan Armada LE

Bridgeport, CT

UnscoredInsufficient · 0
$4,350Mileage not verified

Bridgeport, CT

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Wallingford, CT

UnscoredLimited · 10
$4,488225,535 mi

Comparison: 10 similar vehicles

Wallingford, CT

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Guilford, CT

UnscoredRobust · 66
$4,495170,447 mi

Comparison: 66 similar vehicles

Guilford, CT

2015 Subaru XV Crosstrek Premium

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

2015 Subaru XV Crosstrek Premium

Wallingford, CT

UnscoredLimited · 19
$4,500190,580 mi

Comparison: 19 similar vehicles

Wallingford, CT

2011 Subaru Forester XT Touring

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

2011 Subaru Forester XT Touring

Bridgeport, CT

UnscoredInsufficient · 0
$4,500171,140 mi

Bridgeport, CT

2009 Honda CR-V EX-L

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

2009 Honda CR-V EX-L

Middle Island, NY

UnscoredModerate · 24
$4,500298,125 mi

Comparison: 24 similar vehicles

Middle Island, NY

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Massapequa, NY

UnscoredLimited · 9
$4,500126,358 mi

Comparison: 9 similar vehicles

Massapequa, NY

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Mastic, NY

UnscoredLimited · 5
$4,900172,262 mi

Comparison: 5 similar vehicles

Mastic, NY

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Wantagh, NY

UnscoredLimited · 9
$4,900195,284 mi

Comparison: 9 similar vehicles

Wantagh, NY

2011 Nissan Murano SV

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

2011 Nissan Murano SV

Huntington Station, NY

UnscoredInsufficient · 4
$4,950129,103 mi

Comparison: 4 similar vehicles

Huntington Station, NY

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Westport, CT

UnscoredLimited · 13
$4,985133,452 mi

Comparison: 13 similar vehicles

Westport, CT

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Medford, NY

UnscoredLimited · 8
$4,990142,000 mi

Comparison: 8 similar vehicles

Medford, NY

2014 Volkswagen Tiguan SE

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

2014 Volkswagen Tiguan SE

Holbrook, NY

UnscoredLimited · 11
$4,995157,209 mi

Comparison: 11 similar vehicles

Holbrook, NY

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

East Meadow, NY

UnscoredLimited · 7
$4,995133,000 mi

Comparison: 7 similar vehicles

East Meadow, NY

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Islip Terrace, NY

UnscoredLimited · 15
$4,995163,782 mi

Comparison: 15 similar vehicles

Islip Terrace, NY

2006 INFINITI FX 35

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

2006 INFINITI FX 35

East Islip, NY

UnscoredInsufficient · 3
$4,995165,945 mi

Comparison: 3 similar vehicles

East Islip, NY

2006 Hyundai Tucson GLS

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

2006 Hyundai Tucson GLS

East Islip, NY

UnscoredInsufficient · 0
$4,995161,437 mi

East Islip, NY

2005 Subaru Forester XS

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

2005 Subaru Forester XS

East Meadow, NY

UnscoredInsufficient · 3
$4,995169,000 mi

Comparison: 3 similar vehicles

East Meadow, NY

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Commack, NY

UnscoredLimited · 7
$4,999162,885 mi

Comparison: 7 similar vehicles

Commack, NY

2010 Acura MDX Base

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

2010 Acura MDX Base

Hicksville, NY

UnscoredInsufficient · 3
$4,999181,000 mi

Comparison: 3 similar vehicles

Hicksville, NY

2010 Subaru Forester X

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

2010 Subaru Forester X

Bridgeport, CT

UnscoredModerate · 44
$4,999132,000 mi

Comparison: 44 similar vehicles

Bridgeport, CT

2009 Nissan Rogue S

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

2009 Nissan Rogue S

East Meadow, NY

UnscoredLimited · 11
$4,999144,700 mi

Comparison: 11 similar vehicles

East Meadow, NY

2017 Jeep Patriot Latitude

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

2017 Jeep Patriot Latitude

Patchogue, NY

UnscoredLimited · 7
$5,000121,134 mi

Comparison: 7 similar vehicles

Patchogue, NY

2011 Acura RDX Technology Package

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

2011 Acura RDX Technology Package

Lindenhurst, NY

Salvage title
$5,000127,593 mi

Lindenhurst, NY

2008 Ford Escape Hybrid

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

2008 Ford Escape Hybrid

Copiague, NY

UnscoredInsufficient · 0
$5,200105,675 mi

Copiague, NY

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Wallingford, CT

UnscoredLimited · 16
$5,288198,294 mi

Comparison: 16 similar vehicles

Wallingford, CT

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Medford, NY

UnscoredModerate · 26
$5,300138,870 mi

Comparison: 26 similar vehicles

Medford, NY

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Selden, NY

UnscoredLimited · 5
$5,380155,899 mi

Comparison: 5 similar vehicles

Selden, NY

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Copiague, NY

UnscoredLimited · 7
$5,39599,895 mi

Comparison: 7 similar vehicles

Copiague, NY

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Derby, CT

UnscoredLimited · 14
$5,395162,420 mi

Comparison: 14 similar vehicles

Derby, CT

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

West Babylon, NY

UnscoredModerate · 31
$5,488151,828 mi

Comparison: 31 similar vehicles

West Babylon, NY

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Patchogue, NY

Fair PriceModerate · 30
$5,495111,664 mi

Market: $4,495 – $16,995

Comparison: 30 similar vehicles

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

Patchogue, NY

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Middle Island, NY

UnscoredLimited · 14
$5,495153,762 mi

Comparison: 14 similar vehicles

Middle Island, NY

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Central Islip, NY

UnscoredLimited · 6
$5,495144,622 mi

Comparison: 6 similar vehicles

Central Islip, NY

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Copiague, NY

UnscoredLimited · 13
$5,499159,334 mi

Comparison: 13 similar vehicles

Copiague, NY

2009 Honda CR-V EX

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

2009 Honda CR-V EX

Wantagh, NY

UnscoredModerate · 29
$5,500170,707 mi

Comparison: 29 similar vehicles

Wantagh, NY

2006 Honda Pilot LX

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

2006 Honda Pilot LX

Medford, NY

UnscoredLimited · 5
$5,500171,000 mi

Comparison: 5 similar vehicles

Medford, NY

2004 Jeep Grand Cherokee Laredo

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

2004 Jeep Grand Cherokee Laredo

Medford, NY

Fair PriceLimited · 11
$5,50080,843 mi

Market: $2,195 – $10,994

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Medford, 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 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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