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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

6,795 listings found

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Uniontown, PA

UnscoredLimited · 15
$1,999Mileage not verified

Comparison: 15 similar vehicles

Uniontown, PA

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Uniontown, PA

UnscoredLimited · 19
$2,599159,307 mi

Comparison: 19 similar vehicles

Uniontown, PA

2011 Ford Explorer Limited

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

2011 Ford Explorer Limited

Uniontown, PA

UnscoredLimited · 19
$2,700310,728 mi

Comparison: 19 similar vehicles

Uniontown, PA

2005 Buick Rendezvous CX AWD

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

2005 Buick Rendezvous CX AWD

Uniontown, PA

UnscoredInsufficient · 0
$2,900100,817 mi

Uniontown, PA

2008 Subaru Forester Sports 2.5 X

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

2008 Subaru Forester Sports 2.5 X

Uniontown, PA

UnscoredInsufficient · 0
$2,999Mileage not verified

Uniontown, PA

2009 Subaru Forester X Premium Package

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

2009 Subaru Forester X Premium Package

Mount Pleasant, PA

UnscoredInsufficient · 0
$3,000Mileage not verified

Mount Pleasant, PA

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Mannington, WV

UnscoredModerate · 27
$3,075162,643 mi

Comparison: 27 similar vehicles

Mannington, WV

2011 Subaru Forester X

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

2011 Subaru Forester X

Uniontown, PA

UnscoredLimited · 15
$3,495241,000 mi

Comparison: 15 similar vehicles

Uniontown, PA

2011 Mazda CX-9 Touring

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

2011 Mazda CX-9 Touring

Uniontown, PA

UnscoredLimited · 10
$3,499Mileage not verified

Comparison: 10 similar vehicles

Uniontown, PA

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Mount Pleasant, PA

UnscoredInsufficient · 4
$3,500Mileage not verified

Comparison: 4 similar vehicles

Mount Pleasant, PA

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Uniontown, PA

Fair PriceModerate · 36
$3,699Mileage not verified

Market: $2,995 – $10,998

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Uniontown, PA

2007 Hyundai Tucson GLS

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

2007 Hyundai Tucson GLS

Uniontown, PA

UnscoredInsufficient · 0
$3,999Mileage not verified

Uniontown, PA

2006 Subaru Forester X

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

2006 Subaru Forester X

Uniontown, PA

UnscoredLimited · 8
$3,999Mileage not verified

Comparison: 8 similar vehicles

Uniontown, PA

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Uniontown, PA

UnscoredLimited · 15
$4,199170,850 mi

Comparison: 15 similar vehicles

Uniontown, PA

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Uniontown, PA

Fair PriceLimited · 12
$4,399Mileage not verified

Market: $2,995 – $7,995

Comparison: 12 similar vehicles

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

Uniontown, PA

2014 Ford Escape SE

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

2014 Ford Escape SE

New Salem, PA

UnscoredLimited · 6
$4,500143,995 mi

Comparison: 6 similar vehicles

New Salem, PA

2011 Ford Escape XLS

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

2011 Ford Escape XLS

New Salem, PA

UnscoredInsufficient · 0
$4,500136,286 mi

New Salem, PA

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Belle Vernon, PA

UnscoredLimited · 8
$4,900156,780 mi

Comparison: 8 similar vehicles

Belle Vernon, PA

2012 Subaru Forester X

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

2012 Subaru Forester X

Buckhannon, WV

UnscoredModerate · 24
$4,995128,837 mi

Comparison: 24 similar vehicles

Buckhannon, WV

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Uniontown, PA

Fair PriceRobust · 109
$4,999Mileage not verified

Market: $4,495 – $14,293

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Uniontown, PA

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Fairmont, WV

UnscoredModerate · 32
$5,450209,114 mi

Comparison: 32 similar vehicles

Fairmont, WV

2005 Honda Element EX

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

2005 Honda Element EX

Uniontown, PA

UnscoredInsufficient · 4
$5,495268,000 mi

Comparison: 4 similar vehicles

Uniontown, PA

2000 Chevrolet Blazer LS

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

2000 Chevrolet Blazer LS

Uniontown, PA

UnscoredInsufficient · 0
$5,500122,561 mi

Uniontown, PA

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Bridgeport, WV

UnscoredLimited · 15
$5,521169,220 mi

Comparison: 15 similar vehicles

Bridgeport, WV

2002 Chevrolet Tracker Base

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

2002 Chevrolet Tracker Base

Uniontown, PA

UnscoredInsufficient · 0
$5,588126,463 mi

Uniontown, PA

2013 Kia Sorento LX

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

2013 Kia Sorento LX

Uniontown, PA

UnscoredInsufficient · 4
$5,648126,510 mi

Comparison: 4 similar vehicles

Uniontown, PA

2011 Subaru Forester X Touring

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

2011 Subaru Forester X Touring

Mount Pleasant, PA

UnscoredInsufficient · 3
$5,650212,000 mi

Comparison: 3 similar vehicles

Mount Pleasant, PA

2017 Ford Edge SE

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

2017 Ford Edge SE

Mount Pleasant, PA

UnscoredModerate · 21
$5,900Mileage not verified

Comparison: 21 similar vehicles

Mount Pleasant, PA

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Uniontown, PA

UnscoredModerate · 29
$5,988201,211 mi

Comparison: 29 similar vehicles

Uniontown, PA

2013 Honda Pilot Touring

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

2013 Honda Pilot Touring

Uniontown, PA

UnscoredModerate · 23
$5,995195,000 mi

Comparison: 23 similar vehicles

Uniontown, PA

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Clarksburg, WV

UnscoredRobust · 52
$5,995151,210 mi

Comparison: 52 similar vehicles

Clarksburg, WV

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

New Salem, PA

UnscoredLimited · 8
$5,999164,338 mi

Comparison: 8 similar vehicles

New Salem, PA

2010 Audi Q5 Premium

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

2010 Audi Q5 Premium

Uniontown, PA

UnscoredLimited · 9
$5,999Mileage not verified

Comparison: 9 similar vehicles

Uniontown, PA

2008 Acura RDX Base

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

2008 Acura RDX Base

Uniontown, PA

UnscoredLimited · 7
$5,999Mileage not verified

Comparison: 7 similar vehicles

Uniontown, PA

2019 Subaru Crosstrek Base

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

2019 Subaru Crosstrek Base

Mount Pleasant, PA

UnscoredModerate · 43
$6,000Mileage not verified

Comparison: 43 similar vehicles

Mount Pleasant, PA

2014 Nissan Murano SL

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

2014 Nissan Murano SL

Mannington, WV

UnscoredLimited · 19
$6,075160,970 mi

Comparison: 19 similar vehicles

Mannington, WV

2008 Hyundai Tucson Limited

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

2008 Hyundai Tucson Limited

Uniontown, PA

UnscoredInsufficient · 0
$6,28862,015 mi

Uniontown, PA

2017 Mitsubishi Outlander SE

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

2017 Mitsubishi Outlander SE

Mount Pleasant, PA

UnscoredLimited · 7
$6,495262,926 mi

Comparison: 7 similar vehicles

Mount Pleasant, PA

2007 Jeep Commander Sport

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

2007 Jeep Commander Sport

Confluence, PA

UnscoredLimited · 6
$6,495130,720 mi

Comparison: 6 similar vehicles

Confluence, PA

2018 Nissan Rogue S

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

2018 Nissan Rogue S

New Salem, PA

UnscoredRobust · 66
$6,500154,489 mi

Comparison: 66 similar vehicles

New Salem, PA

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

New Salem, PA

UnscoredModerate · 30
$6,500152,359 mi

Comparison: 30 similar vehicles

New Salem, PA

2013 Mazda CX-5 Grand Touring

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

2013 Mazda CX-5 Grand Touring

Bridgeport, WV

UnscoredLimited · 15
$6,500183,894 mi

Comparison: 15 similar vehicles

Bridgeport, WV

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Uniontown, PA

UnscoredRobust · 53
$6,500153,817 mi

Comparison: 53 similar vehicles

Uniontown, PA

2015 Ford Edge SEL

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

2015 Ford Edge SEL

Mount Pleasant, PA

Fair PriceRobust · 128
$6,600Mileage not verified

Market: $3,485 – $23,500

Comparison: 128 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1018 days listed (based on current market benchmarks)

Mount Pleasant, PA

2018 Ford Ecosport Titanium

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

2018 Ford Ecosport Titanium

Mount Pleasant, PA

UnscoredRobust · 67
$6,700Mileage not verified

Comparison: 67 similar vehicles

Mount Pleasant, PA

2011 Audi Q7 Premium

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

2011 Audi Q7 Premium

Somerset, PA

UnscoredLimited · 5
$6,800144,688 mi

Comparison: 5 similar vehicles

Somerset, PA

2018 Hyundai Tucson Sport

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

2018 Hyundai Tucson Sport

Belle Vernon, PA

UnscoredModerate · 27
$6,900135,671 mi

Comparison: 27 similar vehicles

Belle Vernon, PA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Buckhannon, WV

UnscoredRobust · 51
$6,900172,467 mi

Comparison: 51 similar vehicles

Buckhannon, WV

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Uniontown, PA

UnscoredLimited · 5
$6,995142,449 mi

Comparison: 5 similar vehicles

Uniontown, PA

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Mannington, WV

UnscoredRobust · 74
$6,995164,171 mi

Comparison: 74 similar vehicles

Mannington, WV

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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