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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

124 listings found

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

New Kensington, PA

UnscoredLimited · 7
$3,495Mileage not verified

Comparison: 7 similar vehicles

New Kensington, PA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

New Kensington, PA

UnscoredLimited · 8
$3,800114,522 mi

Comparison: 8 similar vehicles

New Kensington, PA

1999 Ford F-150 XLT

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

1999 Ford F-150 XLT

New Kensington, PA

UnscoredInsufficient · 0
$4,495Mileage not verified

New Kensington, PA

2004 Cadillac Escalade EXT Base

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

2004 Cadillac Escalade EXT Base

New Kensington, PA

UnscoredInsufficient · 0
$5,649186,419 mi

New Kensington, PA

2012 Kia Sportage LX

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

2012 Kia Sportage LX

New Kensington, PA

UnscoredLimited · 7
$5,900164,935 mi

Comparison: 7 similar vehicles

New Kensington, PA

2014 Ford Fiesta SE

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

2014 Ford Fiesta SE

New Kensington, PA

Fair PriceModerate · 23
$5,99983,672 mi

Market: $2,995 – $7,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

New Kensington, PA

2010 Nissan cube SL

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

2010 Nissan cube SL

New Kensington, PA

UnscoredInsufficient · 0
$5,999106,112 mi

New Kensington, PA

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

New Kensington, PA

UnscoredInsufficient · 0
$5,99989,958 mi

New Kensington, PA

2012 Subaru Impreza 2.0I

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

2012 Subaru Impreza 2.0I

New Kensington, PA

UnscoredLimited · 12
$6,300151,852 mi

Comparison: 12 similar vehicles

New Kensington, PA

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

New Kensington, PA

UnscoredLimited · 6
$6,400174,098 mi

Comparison: 6 similar vehicles

New Kensington, PA

2011 Lincoln MKT Base

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

2011 Lincoln MKT Base

New Kensington, PA

UnscoredInsufficient · 0
$6,485146,591 mi

New Kensington, PA

2005 Honda Pilot LX

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

2005 Honda Pilot LX

New Kensington, PA

UnscoredInsufficient · 0
$6,495173,582 mi

New Kensington, PA

2015 Mitsubishi Outlander SE

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

2015 Mitsubishi Outlander SE

New Kensington, PA

UnscoredLimited · 9
$6,500105,900 mi

Comparison: 9 similar vehicles

New Kensington, PA

2012 Chevrolet Colorado Work Truck

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

2012 Chevrolet Colorado Work Truck

New Kensington, PA

UnscoredInsufficient · 0
$6,500147,883 mi

New Kensington, PA

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

New Kensington, PA

UnscoredModerate · 38
$6,545167,025 mi

Comparison: 38 similar vehicles

New Kensington, PA

2014 Kia Forte EX

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

2014 Kia Forte EX

New Kensington, PA

UnscoredLimited · 16
$6,795146,693 mi

Comparison: 16 similar vehicles

New Kensington, PA

2008 Toyota Corolla CE

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

2008 Toyota Corolla CE

New Kensington, PA

UnscoredLimited · 6
$6,950131,263 mi

Comparison: 6 similar vehicles

New Kensington, PA

2005 Jeep Wrangler Sport

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

2005 Jeep Wrangler Sport

New Kensington, PA

UnscoredInsufficient · 0
$6,995161,958 mi

New Kensington, PA

2005 Toyota RAV4 Base

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

2005 Toyota RAV4 Base

New Kensington, PA

UnscoredLimited · 6
$6,995127,480 mi

Comparison: 6 similar vehicles

New Kensington, PA

2005 Ford F-150 FX4

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

2005 Ford F-150 FX4

New Kensington, PA

UnscoredLimited · 6
$7,095171,997 mi

Comparison: 6 similar vehicles

New Kensington, PA

2015 Kia Sportage LX

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

2015 Kia Sportage LX

New Kensington, PA

UnscoredLimited · 12
$7,495142,248 mi

Comparison: 12 similar vehicles

New Kensington, PA

2016 Kia Sorento LX

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

2016 Kia Sorento LX

New Kensington, PA

UnscoredLimited · 12
$7,595155,743 mi

Comparison: 12 similar vehicles

New Kensington, PA

2014 Dodge Dart GT

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

2014 Dodge Dart GT

New Kensington, PA

UnscoredLimited · 7
$7,995128,963 mi

Comparison: 7 similar vehicles

New Kensington, PA

2010 Toyota Corolla S

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

2010 Toyota Corolla S

New Kensington, PA

UnscoredModerate · 28
$7,995132,671 mi

Comparison: 28 similar vehicles

New Kensington, PA

2017 Ford Escape SE

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

2017 Ford Escape SE

New Kensington, PA

Fair PriceModerate · 34
$8,19997,261 mi

Market: $5,995 – $13,795

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

New Kensington, PA

2012 Kia Sportage LX

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

2012 Kia Sportage LX

New Kensington, PA

UnscoredLimited · 7
$8,495138,222 mi

Comparison: 7 similar vehicles

New Kensington, PA

1996 Jeep Grand Cherokee LIMITED

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

1996 Jeep Grand Cherokee LIMITED

New Kensington, PA

UnscoredInsufficient · 0
$8,495137,588 mi

New Kensington, PA

2016 Kia Soul Base

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

2016 Kia Soul Base

New Kensington, PA

Fair PriceLimited · 12
$8,49985,500 mi

Market: $5,450 – $10,888

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

New Kensington, PA

2015 Nissan Altima SV

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

2015 Nissan Altima SV

New Kensington, PA

Fair PriceModerate · 22
$8,49991,619 mi

Market: $4,985 – $12,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

New Kensington, PA

2011 Jeep Wrangler Unlimited Sport

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

2011 Jeep Wrangler Unlimited Sport

New Kensington, PA

UnscoredModerate · 41
$8,499161,396 mi

Comparison: 41 similar vehicles

New Kensington, PA

2008 Jeep Wrangler X

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

2008 Jeep Wrangler X

New Kensington, PA

UnscoredLimited · 7
$8,499112,578 mi

Comparison: 7 similar vehicles

New Kensington, PA

2014 Mercedes-Benz E-Class E350 Luxury

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

2014 Mercedes-Benz E-Class E350 Luxury

New Kensington, PA

UnscoredModerate · 28
$8,500138,451 mi

Comparison: 28 similar vehicles

New Kensington, PA

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

New Kensington, PA

UnscoredModerate · 34
$8,800143,230 mi

Comparison: 34 similar vehicles

New Kensington, PA

2011 Audi A4 Premium

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

2011 Audi A4 Premium

New Kensington, PA

OverpricedLimited · 12
$8,98968,325 mi

Market: $4,999 – $8,900

Comparison: 12 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

New Kensington, PA

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

New Kensington, PA

UnscoredModerate · 26
$8,995131,675 mi

Comparison: 26 similar vehicles

New Kensington, PA

2017 Ford Edge SEL

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

2017 Ford Edge SEL

New Kensington, PA

UnscoredLimited · 12
$9,200121,186 mi

Comparison: 12 similar vehicles

New Kensington, PA

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

New Kensington, PA

UnscoredModerate · 49
$9,400147,643 mi

Comparison: 49 similar vehicles

New Kensington, PA

2016 Ford Edge SEL

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

2016 Ford Edge SEL

New Kensington, PA

UnscoredInsufficient · 4
$9,495141,061 mi

Comparison: 4 similar vehicles

New Kensington, PA

2015 Kia Sorento EX

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

2015 Kia Sorento EX

New Kensington, PA

UnscoredInsufficient · 0
$9,495116,814 mi

New Kensington, PA

2013 Subaru Impreza 2.0I

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

2013 Subaru Impreza 2.0I

New Kensington, PA

UnscoredLimited · 8
$9,49990,940 mi

Comparison: 8 similar vehicles

New Kensington, PA

2018 Subaru Impreza Premium

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

2018 Subaru Impreza Premium

New Kensington, PA

UnscoredRobust · 74
$9,500133,322 mi

Comparison: 74 similar vehicles

New Kensington, PA

2017 Dodge Grand Caravan SE

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

2017 Dodge Grand Caravan SE

New Kensington, PA

UnscoredRobust · 50
$9,500134,127 mi

Comparison: 50 similar vehicles

New Kensington, PA

2013 MINI Countryman

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

2013 MINI Countryman

New Kensington, PA

UnscoredInsufficient · 4
$9,500121,869 mi

Comparison: 4 similar vehicles

New Kensington, PA

2007 Chevrolet Silverado Classic 1500 LS

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

2007 Chevrolet Silverado Classic 1500 LS

New Kensington, PA

UnscoredInsufficient · 0
$9,500139,322 mi

New Kensington, PA

2012 Lexus ES 350

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

2012 Lexus ES 350

New Kensington, PA

UnscoredLimited · 6
$9,700148,480 mi

Comparison: 6 similar vehicles

New Kensington, PA

2013 Subaru Impreza 2.0I Premium

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

2013 Subaru Impreza 2.0I Premium

New Kensington, PA

UnscoredInsufficient · 4
$9,77571,304 mi

Comparison: 4 similar vehicles

New Kensington, PA

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

New Kensington, PA

Fair PriceModerate · 29
$9,790110,366 mi

Market: $5,900 – $17,850

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

New Kensington, PA

1990 Pontiac Bonneville

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

1990 Pontiac Bonneville

New Kensington, PA

UnscoredInsufficient · 0
$9,98868,978 mi

New Kensington, PA

2020 Kia Sedona EX

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

2020 Kia Sedona EX

New Kensington, PA

UnscoredLimited · 7
$9,995160,748 mi

Comparison: 7 similar vehicles

New Kensington, PA

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

New Kensington, PA

UnscoredInsufficient · 3
$9,995137,618 mi

Comparison: 3 similar vehicles

New Kensington, PA

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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