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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 6, 2026

7.1M+

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

3,085 listings found

2007 Chevrolet HHR LT

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

2007 Chevrolet HHR LT

Lancaster, PA

UnscoredInsufficient · 0
$1,500256,225 mi

Lancaster, PA

2001 Ford F-150 XL

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

2001 Ford F-150 XL

Lancaster, PA

UnscoredInsufficient · 4
$1,950183,001 mi

Comparison: 4 similar vehicles

Lancaster, PA

2010 Honda Fit Sport

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

2010 Honda Fit Sport

Lancaster, PA

Unscored
$2,800213,217 mi

Comparison: 17 similar vehicles

Lancaster, PA

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Lancaster, PA

Unscored
$2,950146,698 mi

Comparison: 34 similar vehicles

Lancaster, PA

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Lancaster, PA

Unscored
$3,899184,225 mi

Comparison: 13 similar vehicles

Lancaster, PA

2011 Nissan Pathfinder Silver Edition

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

2011 Nissan Pathfinder Silver Edition

Lancaster, PA

UnscoredInsufficient · 4
$4,299175,224 mi

Comparison: 4 similar vehicles

Lancaster, PA

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Lancaster, PA

Unscored
$4,500170,840 mi

Comparison: 41 similar vehicles

Lancaster, PA

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Lancaster, PA

UnscoredInsufficient · 3
$4,500145,353 mi

Comparison: 3 similar vehicles

Lancaster, PA

2008 Hyundai Elantra GLS

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

2008 Hyundai Elantra GLS

Lancaster, PA

Unscored
$4,500172,860 mi

Comparison: 8 similar vehicles

Lancaster, PA

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Lancaster, PA

UnscoredInsufficient · 3
$4,995224,948 mi

Comparison: 3 similar vehicles

Lancaster, PA

2010 Hyundai Elantra SE

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

2010 Hyundai Elantra SE

Lancaster, PA

Unscored
$4,995246,139 mi

Comparison: 7 similar vehicles

Lancaster, PA

2006 Nissan Altima S

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

2006 Nissan Altima S

Lancaster, PA

Unscored
$4,995259,000 mi

Comparison: 9 similar vehicles

Lancaster, PA

2006 Mazda MAZDA6 s

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

2006 Mazda MAZDA6 s

Lancaster, PA

UnscoredInsufficient · 0
$4,995190,432 mi

Lancaster, PA

2003 Nissan Altima S

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

2003 Nissan Altima S

Lancaster, PA

UnscoredInsufficient · 3
$4,995198,152 mi

Comparison: 3 similar vehicles

Lancaster, PA

2001 Honda Accord EX

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

2001 Honda Accord EX

Lancaster, PA

UnscoredInsufficient · 0
$4,995203,321 mi

Lancaster, PA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Lancaster, PA

Unscored
$4,999126,000 mi

Comparison: 8 similar vehicles

Lancaster, PA

2011 Nissan JUKE SV

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

2011 Nissan JUKE SV

Lancaster, PA

Unscored
$4,999122,090 mi

Comparison: 9 similar vehicles

Lancaster, PA

2010 Ford Taurus Limited

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

2010 Ford Taurus Limited

Lancaster, PA

UnscoredInsufficient · 3
$4,999161,054 mi

Comparison: 3 similar vehicles

Lancaster, PA

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Lancaster, PA

Unscored
$4,999152,552 mi

Comparison: 7 similar vehicles

Lancaster, PA

2010 Volkswagen Jetta Wolfsburg Edition

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

2010 Volkswagen Jetta Wolfsburg Edition

Lancaster, PA

UnscoredInsufficient · 0
$5,495192,158 mi

Lancaster, 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

Lancaster, PA

Unscored
$5,495128,963 mi

Comparison: 11 similar vehicles

Lancaster, PA

2013 Buick Enclave Leather

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

2013 Buick Enclave Leather

Lancaster, PA

Unscored
$5,500157,942 mi

Comparison: 13 similar vehicles

Lancaster, PA

2000 Toyota Corolla CE

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

2000 Toyota Corolla CE

Lancaster, PA

UnscoredInsufficient · 0
$5,500223,114 mi

Lancaster, PA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Lancaster, PA

UnscoredInsufficient · 3
$5,789156,823 mi

Comparison: 3 similar vehicles

Lancaster, PA

2010 GMC Terrain SLE-1

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

2010 GMC Terrain SLE-1

Lancaster, PA

UnscoredInsufficient · 3
$5,950136,828 mi

Comparison: 3 similar vehicles

Lancaster, PA

2008 Chevrolet Uplander LS

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

2008 Chevrolet Uplander LS

Lancaster, PA

Unscored
$5,987105,172 mi

Comparison: 5 similar vehicles

Lancaster, PA

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Lancaster, PA

Unscored
$5,995140,965 mi

Comparison: 11 similar vehicles

Lancaster, PA

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Lancaster, PA

UnscoredInsufficient · 3
$5,995157,000 mi

Comparison: 3 similar vehicles

Lancaster, PA

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Lancaster, PA

Unscored
$5,995136,250 mi

Comparison: 20 similar vehicles

Lancaster, PA

2010 Toyota Prius I

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

2010 Toyota Prius I

Lancaster, PA

Unscored
$5,995221,591 mi

Comparison: 20 similar vehicles

Lancaster, PA

2009 MINI Cooper S

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

2009 MINI Cooper S

Lancaster, PA

Fair PriceModerate · 28
$5,99589,624 mi

Market: $2,995 – $14,000

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Lancaster, PA

2017 Hyundai Elantra Eco

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

2017 Hyundai Elantra Eco

Lancaster, PA

Unscored
$5,999124,000 mi

Comparison: 8 similar vehicles

Lancaster, PA

2015 Subaru XV Crosstrek Limited

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

2015 Subaru XV Crosstrek Limited

Lancaster, PA

UnscoredInsufficient · 3
$5,999174,323 mi

Comparison: 3 similar vehicles

Lancaster, PA

2002 Honda CR-V EX

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

2002 Honda CR-V EX

Lancaster, PA

Unscored
$5,999222,413 mi

Comparison: 10 similar vehicles

Lancaster, PA

2008 Ford Focus SE

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

2008 Ford Focus SE

Lancaster, PA

UnscoredInsufficient · 3
$6,250177,701 mi

Comparison: 3 similar vehicles

Lancaster, PA

2012 Subaru Outback Premium

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

2012 Subaru Outback Premium

Lancaster, PA

UnscoredInsufficient · 4
$6,299156,856 mi

Comparison: 4 similar vehicles

Lancaster, PA

2013 Volkswagen Jetta S

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

2013 Volkswagen Jetta S

Lancaster, PA

Unscored
$6,450143,577 mi

Comparison: 9 similar vehicles

Lancaster, PA

2012 Nissan Versa S

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

2012 Nissan Versa S

Lancaster, PA

Fair PriceModerate · 29
$6,45099,340 mi

Market: $3,398 – $10,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 219 days listed (based on current market benchmarks)

Lancaster, PA

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Lancaster, PA

Unscored
$6,450125,488 mi

Comparison: 7 similar vehicles

Lancaster, PA

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Lancaster, PA

OverpricedLimited · 14
$6,495178,034 mi

Market: $2,900 – $5,995

Comparison: 14 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Lancaster, PA

2010 Chrysler Sebring Limited

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

2010 Chrysler Sebring Limited

Lancaster, PA

Unscored
$6,495163,779 mi

Comparison: 5 similar vehicles

Lancaster, PA

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Lancaster, PA

Unscored
$6,495240,345 mi

Comparison: 21 similar vehicles

Lancaster, PA

2003 Toyota Corolla LE

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

2003 Toyota Corolla LE

Lancaster, PA

UnscoredInsufficient · 3
$6,495215,293 mi

Comparison: 3 similar vehicles

Lancaster, PA

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Lancaster, PA

Fair PriceModerate · 40
$6,50099,318 mi

Market: $1,990 – $10,995

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 197 days listed (based on current market benchmarks)

Lancaster, PA

2010 Volkswagen Jetta S

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

2010 Volkswagen Jetta S

Lancaster, PA

UnscoredInsufficient · 0
$6,50091,315 mi

Lancaster, PA

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Lancaster, PA

Unscored
$6,500144,040 mi

Comparison: 30 similar vehicles

Lancaster, PA

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Lancaster, PA

Unscored
$6,800147,054 mi

Comparison: 10 similar vehicles

Lancaster, PA

2015 Ford Escape SE

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

2015 Ford Escape SE

Lancaster, PA

Unscored
$6,950130,488 mi

Comparison: 8 similar vehicles

Lancaster, PA

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Lancaster, PA

Fair PriceRobust · 57
$6,950101,889 mi

Market: $2,500 – $11,494

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 545 days listed (based on current market benchmarks)

Lancaster, PA

2013 Kia Sorento EX

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

2013 Kia Sorento EX

Lancaster, PA

Fair PriceModerate · 20
$6,950118,835 mi

Market: $3,995 – $10,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Lancaster, 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 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 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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