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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

20,330 listings found

2011 Honda Pilot Touring

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

2011 Honda Pilot Touring

Irving, NY

UnscoredInsufficient · 0
$3,500291,000 mi

Irving, NY

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Holley, NY

UnscoredLimited · 13
$3,799128,029 mi

Comparison: 13 similar vehicles

Holley, NY

2012 Mitsubishi Outlander Sport SE

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

2012 Mitsubishi Outlander Sport SE

Irving, NY

UnscoredInsufficient · 3
$3,900199,000 mi

Comparison: 3 similar vehicles

Irving, NY

2005 Kia Sportage LX

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

2005 Kia Sportage LX

Buffalo, NY

UnscoredInsufficient · 0
$3,912121,487 mi

Buffalo, NY

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Buffalo, NY

UnscoredRobust · 65
$4,000161,246 mi

Comparison: 65 similar vehicles

Buffalo, NY

2011 Nissan JUKE SL

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

2011 Nissan JUKE SL

Irving, NY

UnscoredLimited · 8
$4,200158,452 mi

Comparison: 8 similar vehicles

Irving, NY

2012 Jeep Patriot Sport

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

2012 Jeep Patriot Sport

Buffalo, NY

UnscoredInsufficient · 4
$4,282127,074 mi

Comparison: 4 similar vehicles

Buffalo, 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

Irving, NY

UnscoredLimited · 8
$4,800177,345 mi

Comparison: 8 similar vehicles

Irving, NY

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

Irving, NY

UnscoredModerate · 27
$4,900153,000 mi

Comparison: 27 similar vehicles

Irving, NY

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Irving, NY

UnscoredModerate · 32
$4,900194,000 mi

Comparison: 32 similar vehicles

Irving, NY

2008 Jeep Grand Cherokee Overland

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

2008 Jeep Grand Cherokee Overland

Irving, NY

UnscoredInsufficient · 0
$4,900150,000 mi

Irving, NY

2011 Hyundai Santa Fe SE

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

2011 Hyundai Santa Fe SE

Lockport, NY

UnscoredInsufficient · 0
$4,999179,000 mi

Lockport, NY

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Irving, NY

UnscoredModerate · 32
$5,300191,000 mi

Comparison: 32 similar vehicles

Irving, NY

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Buffalo, NY

UnscoredLimited · 8
$5,499161,669 mi

Comparison: 8 similar vehicles

Buffalo, NY

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Buffalo, NY

UnscoredInsufficient · 3
$5,499147,709 mi

Comparison: 3 similar vehicles

Buffalo, NY

2015 GMC Terrain SLT-1

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

2015 GMC Terrain SLT-1

Irving, NY

UnscoredModerate · 22
$5,500194,043 mi

Comparison: 22 similar vehicles

Irving, NY

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Irving, NY

UnscoredLimited · 5
$5,500180,000 mi

Comparison: 5 similar vehicles

Irving, NY

2012 Subaru Forester X Limited

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

2012 Subaru Forester X Limited

Irving, NY

UnscoredInsufficient · 4
$5,50097,628 mi

Comparison: 4 similar vehicles

Irving, NY

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Buffalo, NY

UnscoredLimited · 7
$5,555100,075 mi

Comparison: 7 similar vehicles

Buffalo, NY

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Cheektowaga, NY

UnscoredLimited · 6
$5,595115,400 mi

Comparison: 6 similar vehicles

Cheektowaga, NY

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Buffalo, NY

UnscoredInsufficient · 4
$5,632126,456 mi

Comparison: 4 similar vehicles

Buffalo, NY

2011 Jeep Compass Base

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

2011 Jeep Compass Base

Cheektowaga, NY

UnscoredLimited · 5
$5,85086,830 mi

Comparison: 5 similar vehicles

Cheektowaga, NY

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Buffalo, NY

UnscoredModerate · 32
$5,900160,112 mi

Comparison: 32 similar vehicles

Buffalo, NY

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Irving, NY

UnscoredRobust · 50
$5,900180,000 mi

Comparison: 50 similar vehicles

Irving, NY

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Irving, NY

UnscoredInsufficient · 3
$5,900142,000 mi

Comparison: 3 similar vehicles

Irving, NY

2013 Cadillac SRX Luxury Collection

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

2013 Cadillac SRX Luxury Collection

Buffalo, NY

UnscoredLimited · 5
$5,995113,511 mi

Comparison: 5 similar vehicles

Buffalo, NY

2010 Jeep Liberty Renegade

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

2010 Jeep Liberty Renegade

Cheektowaga, NY

UnscoredInsufficient · 0
$5,995122,980 mi

Cheektowaga, NY

2013 Kia Sportage EX

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

2013 Kia Sportage EX

Lockport, NY

UnscoredInsufficient · 0
$5,999123,000 mi

Lockport, NY

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Lockport, NY

UnscoredLimited · 6
$5,999107,000 mi

Comparison: 6 similar vehicles

Lockport, NY

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Lockport, NY

Fair PriceLimited · 15
$5,99989,000 mi

Market: $3,890 – $6,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Lockport, NY

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Holley, NY

UnscoredLimited · 7
$6,150139,574 mi

Comparison: 7 similar vehicles

Holley, NY

2012 Ford Escape Limited

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

2012 Ford Escape Limited

North Tonawanda, NY

Fair PriceLimited · 14
$6,25072,000 mi

Market: $1,995 – $8,398

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

North Tonawanda, NY

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

North Tonawanda, NY

Fair PriceModerate · 25
$6,450104,000 mi

Market: $3,300 – $18,088

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

North Tonawanda, NY

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Cheektowaga, NY

UnscoredInsufficient · 4
$6,45099,880 mi

Comparison: 4 similar vehicles

Cheektowaga, NY

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Lockport, NY

UnscoredLimited · 12
$6,495128,390 mi

Comparison: 12 similar vehicles

Lockport, NY

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

Buffalo, NY

UnscoredLimited · 14
$6,499190,000 mi

Comparison: 14 similar vehicles

Buffalo, NY

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Lockport, NY

UnscoredInsufficient · 4
$6,499147,518 mi

Comparison: 4 similar vehicles

Lockport, NY

2014 Jeep Cherokee Trailhawk

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

2014 Jeep Cherokee Trailhawk

Buffalo, NY

UnscoredLimited · 10
$6,500143,900 mi

Comparison: 10 similar vehicles

Buffalo, NY

2008 Lexus RX 350

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

2008 Lexus RX 350

Irving, NY

UnscoredInsufficient · 3
$6,500179,000 mi

Comparison: 3 similar vehicles

Irving, NY

2011 BMW X3 xDrive28i

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

2011 BMW X3 xDrive28i

Buffalo, NY

UnscoredInsufficient · 0
$6,555153,408 mi

Buffalo, NY

2019 Jeep Renegade Sport

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

2019 Jeep Renegade Sport

Buffalo, NY

UnscoredLimited · 6
$6,64390,940 mi

Comparison: 6 similar vehicles

Buffalo, NY

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Cheektowaga, NY

Fair PriceModerate · 31
$6,650103,150 mi

Market: $2,495 – $8,995

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Cheektowaga, NY

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Cheektowaga, NY

UnscoredInsufficient · 4
$6,85096,200 mi

Comparison: 4 similar vehicles

Cheektowaga, NY

2007 Honda Pilot LX

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

2007 Honda Pilot LX

Cheektowaga, NY

UnscoredInsufficient · 0
$6,850109,950 mi

Cheektowaga, NY

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

North Tonawanda, NY

UnscoredInsufficient · 0
$6,950110,000 mi

North Tonawanda, NY

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Buffalo, NY

UnscoredRobust · 75
$6,995140,800 mi

Comparison: 75 similar vehicles

Buffalo, NY

2017 Nissan Pathfinder S

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

2017 Nissan Pathfinder S

Freedom, NY

UnscoredLimited · 12
$6,995124,746 mi

Comparison: 12 similar vehicles

Freedom, NY

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Lockport, NY

UnscoredLimited · 7
$6,995118,250 mi

Comparison: 7 similar vehicles

Lockport, NY

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Cheektowaga, NY

UnscoredLimited · 17
$6,995136,800 mi

Comparison: 17 similar vehicles

Cheektowaga, NY

2002 Ford Explorer Limited

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

2002 Ford Explorer Limited

Clarence, NY

UnscoredInsufficient · 0
$6,995133,100 mi

Clarence, 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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