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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 9, 2026

7.3M+

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

2,873 listings found

1991 Mercury Capri

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

1991 Mercury Capri

Butler, PA

UnscoredInsufficient · 0
$4,49574,999 mi

Butler, PA

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Butler, PA

Unscored
$4,995151,000 mi

Comparison: 19 similar vehicles

Butler, PA

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

Butler, PA

Unscored
$5,25082,806 mi

Comparison: 9 similar vehicles

Butler, PA

2017 Nissan Versa Sedan S Plus

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

2017 Nissan Versa Sedan S Plus

Butler, PA

UnscoredInsufficient · 0
$5,450135,608 mi

Butler, PA

2010 Hyundai Elantra Touring SE

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

2010 Hyundai Elantra Touring SE

Butler, PA

UnscoredInsufficient · 0
$5,450107,531 mi

Butler, PA

2012 Ford Focus SE

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

2012 Ford Focus SE

Butler, PA

Unscored
$5,495142,638 mi

Comparison: 5 similar vehicles

Butler, PA

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Butler, PA

Unscored
$5,500145,331 mi

Comparison: 47 similar vehicles

Butler, PA

2014 Ford Escape SE

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

2014 Ford Escape SE

Butler, PA

UnscoredInsufficient · 4
$5,500153,517 mi

Comparison: 4 similar vehicles

Butler, PA

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Butler, PA

Unscored
$5,500150,243 mi

Comparison: 26 similar vehicles

Butler, PA

2014 Subaru Outback 2.5i Premium

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

2014 Subaru Outback 2.5i Premium

Butler, PA

Unscored
$5,900205,825 mi

Comparison: 6 similar vehicles

Butler, PA

2009 Mitsubishi Eclipse GT

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

2009 Mitsubishi Eclipse GT

Butler, PA

UnscoredInsufficient · 0
$5,900232,010 mi

Butler, PA

2012 Ford Focus SE

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

2012 Ford Focus SE

Butler, PA

UnscoredInsufficient · 4
$5,995157,305 mi

Comparison: 4 similar vehicles

Butler, PA

2005 Toyota RAV4 Base

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

2005 Toyota RAV4 Base

Butler, PA

UnscoredInsufficient · 4
$5,995152,000 mi

Comparison: 4 similar vehicles

Butler, PA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Butler, PA

Unscored
$6,292144,702 mi

Comparison: 61 similar vehicles

Butler, PA

2013 Ford Transit Connect XL

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

2013 Ford Transit Connect XL

Butler, PA

UnscoredInsufficient · 0
$6,500156,241 mi

Butler, PA

2015 Ford Focus S

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

2015 Ford Focus S

Butler, PA

Unscored
$6,900105,008 mi

Comparison: 5 similar vehicles

Butler, PA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Butler, PA

Unscored
$6,995124,789 mi

Comparison: 54 similar vehicles

Butler, PA

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Butler, PA

Fair PriceLimited · 13
$7,450108,094 mi

Market: $3,650 – $10,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 345 days listed (based on current market benchmarks)

Butler, PA

2009 Mercedes-Benz M-Class ML550

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

2009 Mercedes-Benz M-Class ML550

Butler, PA

UnscoredInsufficient · 0
$7,477141,787 mi

Butler, PA

2012 Buick Verano 1SD

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

2012 Buick Verano 1SD

Butler, PA

UnscoredInsufficient · 0
$7,49596,748 mi

Butler, PA

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Butler, PA

Unscored
$7,653137,413 mi

Comparison: 21 similar vehicles

Butler, PA

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Butler, PA

Unscored
$7,900157,974 mi

Comparison: 28 similar vehicles

Butler, PA

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Butler, PA

Unscored
$7,900111,790 mi

Comparison: 5 similar vehicles

Butler, PA

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Butler, PA

Unscored
$7,900139,245 mi

Comparison: 92 similar vehicles

Butler, PA

2012 Nissan Quest SL

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

2012 Nissan Quest SL

Butler, PA

Unscored
$7,900169,599 mi

Comparison: 8 similar vehicles

Butler, PA

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Butler, PA

Unscored
$7,900122,857 mi

Comparison: 11 similar vehicles

Butler, PA

2014 Subaru Outback 2.5i Limited

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

2014 Subaru Outback 2.5i Limited

Butler, PA

Unscored
$7,950150,200 mi

Comparison: 29 similar vehicles

Butler, PA

2014 Volkswagen Tiguan S

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

2014 Volkswagen Tiguan S

Butler, PA

Unscored
$7,977133,900 mi

Comparison: 9 similar vehicles

Butler, PA

2008 Volkswagen New Beetle S

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

2008 Volkswagen New Beetle S

Butler, PA

UnscoredInsufficient · 3
$7,97788,806 mi

Comparison: 3 similar vehicles

Butler, PA

2007 Volkswagen New Beetle 2.5

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

2007 Volkswagen New Beetle 2.5

Butler, PA

Unscored
$7,977108,732 mi

Comparison: 6 similar vehicles

Butler, PA

2008 Chevrolet Uplander LS

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

2008 Chevrolet Uplander LS

Butler, PA

UnscoredInsufficient · 3
$7,99062,267 mi

Comparison: 3 similar vehicles

Butler, PA

2017 Kia Soul Base

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

2017 Kia Soul Base

Butler, PA

Fair PriceLimited · 12
$7,99577,000 mi

Market: $5,988 – $10,481

Comparison: 12 similar vehicles

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

Butler, PA

2013 Kia Soul Base

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

2013 Kia Soul Base

Butler, PA

Fair PriceRobust · 52
$7,99572,533 mi

Market: $2,995 – $11,299

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 466 days listed (based on current market benchmarks)

Butler, PA

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Butler, PA

Unscored
$7,995136,795 mi

Comparison: 11 similar vehicles

Butler, PA

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Butler, PA

Fair PriceModerate · 29
$7,999115,988 mi

Market: $4,788 – $12,800

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Butler, PA

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Butler, PA

Unscored
$8,137111,782 mi

Comparison: 6 similar vehicles

Butler, PA

2000 Toyota 4Runner SR5

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

2000 Toyota 4Runner SR5

Butler, PA

UnscoredInsufficient · 0
$8,200230,965 mi

Butler, PA

2009 Chevrolet Cobalt SS

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

2009 Chevrolet Cobalt SS

Butler, PA

UnscoredInsufficient · 0
$8,295149,000 mi

Butler, PA

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Butler, PA

Fair PriceModerate · 20
$8,495113,000 mi

Market: $3,600 – $14,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 466 days listed (based on current market benchmarks)

Butler, PA

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Butler, PA

Fair PriceModerate · 30
$8,495110,603 mi

Market: $2,500 – $8,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 466 days listed (based on current market benchmarks)

Butler, PA

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Butler, PA

Unscored
$8,500117,469 mi

Comparison: 7 similar vehicles

Butler, 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

Butler, PA

UnscoredInsufficient · 3
$8,900179,640 mi

Comparison: 3 similar vehicles

Butler, PA

2013 Dodge Grand Caravan SE

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

2013 Dodge Grand Caravan SE

Butler, PA

OverpricedLimited · 11
$8,900112,804 mi

Market: $3,995 – $6,500

Comparison: 11 similar vehicles

Priced ~37% above the typical market range for similar vehicles (based on current market benchmarks)

Butler, PA

2013 Kia Sorento EX

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

2013 Kia Sorento EX

Butler, PA

Unscored
$8,900147,057 mi

Comparison: 35 similar vehicles

Butler, PA

2012 Nissan Murano SV

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

2012 Nissan Murano SV

Butler, PA

Unscored
$8,900148,208 mi

Comparison: 7 similar vehicles

Butler, PA

2012 Kia Sportage LX

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

2012 Kia Sportage LX

Butler, PA

UnscoredInsufficient · 4
$8,900132,523 mi

Comparison: 4 similar vehicles

Butler, PA

2010 Toyota Sienna XLE

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

2010 Toyota Sienna XLE

Butler, PA

UnscoredInsufficient · 4
$8,900162,139 mi

Comparison: 4 similar vehicles

Butler, PA

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Butler, PA

UnscoredInsufficient · 4
$8,977142,169 mi

Comparison: 4 similar vehicles

Butler, PA

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Butler, PA

Fair PriceModerate · 28
$8,97786,240 mi

Market: $4,995 – $17,850

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Butler, PA

2012 Volkswagen Beetle 2.0

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

2012 Volkswagen Beetle 2.0

Butler, PA

Fair PriceLimited · 11
$8,977105,940 mi

Market: $6,200 – $11,979

Comparison: 11 similar vehicles

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

Butler, PA

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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