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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

2,883 listings found

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Lake Ariel, PA

UnscoredLimited · 8
$2,995220,868 mi

Comparison: 8 similar vehicles

Lake Ariel, PA

2007 Kia Rio LX

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

2007 Kia Rio LX

Wilkes-Barre, PA

UnscoredInsufficient · 0
$3,195155,000 mi

Wilkes-Barre, 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

Scranton, PA

UnscoredLimited · 13
$3,495196,061 mi

Comparison: 13 similar vehicles

Scranton, PA

2005 Chrysler 300 C

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

2005 Chrysler 300 C

Nicholson, PA

UnscoredInsufficient · 0
$3,495164,550 mi

Nicholson, PA

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Hazleton, PA

UnscoredInsufficient · 3
$3,500180,000 mi

Comparison: 3 similar vehicles

Hazleton, PA

2008 Volkswagen Jetta S

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

2008 Volkswagen Jetta S

Johnson City, NY

UnscoredLimited · 7
$3,755191,000 mi

Comparison: 7 similar vehicles

Johnson City, NY

2003 Toyota Camry XLE V6

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

2003 Toyota Camry XLE V6

Taylor, PA

UnscoredInsufficient · 3
$3,893170,041 mi

Comparison: 3 similar vehicles

Taylor, PA

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Wilkes-Barre, PA

UnscoredLimited · 12
$3,950189,717 mi

Comparison: 12 similar vehicles

Wilkes-Barre, PA

2007 Ford Fusion SEL

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

2007 Ford Fusion SEL

Mount Pocono, PA

UnscoredInsufficient · 4
$3,990197,939 mi

Comparison: 4 similar vehicles

Mount Pocono, PA

2015 Subaru Impreza Premium

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

2015 Subaru Impreza Premium

Nicholson, PA

UnscoredInsufficient · 3
$3,995336,976 mi

Comparison: 3 similar vehicles

Nicholson, PA

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Scranton, PA

UnscoredLimited · 14
$3,995102,677 mi

Comparison: 14 similar vehicles

Scranton, PA

2009 Volkswagen Jetta SE

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

2009 Volkswagen Jetta SE

Wilkes-Barre, PA

UnscoredLimited · 11
$3,995149,509 mi

Comparison: 11 similar vehicles

Wilkes-Barre, PA

2008 Hyundai Elantra SE

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

2008 Hyundai Elantra SE

Wilkes-Barre, PA

Salvage title
$3,995118,661 mi

Wilkes-Barre, PA

2007 Hyundai Sonata SE

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

2007 Hyundai Sonata SE

Nicholson, PA

UnscoredLimited · 8
$3,995154,329 mi

Comparison: 8 similar vehicles

Nicholson, PA

2004 Cadillac Seville SLS

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

2004 Cadillac Seville SLS

Scranton, PA

UnscoredInsufficient · 0
$3,99575,000 mi

Scranton, PA

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Hazleton, PA

UnscoredRobust · 76
$3,999190,000 mi

Comparison: 76 similar vehicles

Hazleton, PA

2015 Nissan Altima S

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

2015 Nissan Altima S

Hazleton, PA

UnscoredLimited · 6
$3,999170,000 mi

Comparison: 6 similar vehicles

Hazleton, PA

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Johnson City, NY

UnscoredLimited · 6
$3,999205,000 mi

Comparison: 6 similar vehicles

Johnson City, NY

2012 Volvo S60 T5

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

2012 Volvo S60 T5

Swoyersville, PA

UnscoredModerate · 28
$4,000187,000 mi

Comparison: 28 similar vehicles

Swoyersville, PA

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Binghamton, NY

UnscoredModerate · 23
$4,295163,147 mi

Comparison: 23 similar vehicles

Binghamton, NY

2001 Toyota Avalon XL

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

2001 Toyota Avalon XL

Lake Ariel, PA

UnscoredLimited · 8
$4,295174,010 mi

Comparison: 8 similar vehicles

Lake Ariel, PA

2014 Ford Focus SE

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

2014 Ford Focus SE

Taylor, PA

UnscoredLimited · 5
$4,394138,580 mi

Comparison: 5 similar vehicles

Taylor, PA

2014 Ford Focus SE

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

2014 Ford Focus SE

Scranton, PA

UnscoredInsufficient · 3
$4,495155,782 mi

Comparison: 3 similar vehicles

Scranton, PA

2010 Lexus GS 350

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

2010 Lexus GS 350

Scranton, PA

UnscoredLimited · 5
$4,495191,570 mi

Comparison: 5 similar vehicles

Scranton, PA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Swoyersville, PA

UnscoredInsufficient · 3
$4,500230,000 mi

Comparison: 3 similar vehicles

Swoyersville, PA

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Maine, NY

UnscoredInsufficient · 3
$4,500157,780 mi

Comparison: 3 similar vehicles

Maine, NY

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Mount Pocono, PA

UnscoredLimited · 7
$4,500143,456 mi

Comparison: 7 similar vehicles

Mount Pocono, PA

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Swoyersville, PA

UnscoredModerate · 43
$4,500172,800 mi

Comparison: 43 similar vehicles

Swoyersville, PA

2006 Ford Fusion SE

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

2006 Ford Fusion SE

Swoyersville, PA

UnscoredInsufficient · 0
$4,500172,540 mi

Swoyersville, PA

2007 Chevrolet Impala SS

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

2007 Chevrolet Impala SS

Johnson City, NY

UnscoredInsufficient · 0
$4,599217,000 mi

Johnson City, NY

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Binghamton, NY

UnscoredModerate · 29
$4,900141,236 mi

Comparison: 29 similar vehicles

Binghamton, NY

2010 Nissan Sentra SR

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

2010 Nissan Sentra SR

Scranton, PA

UnscoredLimited · 9
$4,959162,104 mi

Comparison: 9 similar vehicles

Scranton, PA

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Wilkes-Barre, PA

UnscoredModerate · 25
$4,975137,825 mi

Comparison: 25 similar vehicles

Wilkes-Barre, PA

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

Nanticoke, PA

UnscoredInsufficient · 4
$4,990138,500 mi

Comparison: 4 similar vehicles

Nanticoke, PA

2009 Toyota Camry XLE

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

2009 Toyota Camry XLE

Nanticoke, PA

UnscoredLimited · 16
$4,990204,500 mi

Comparison: 16 similar vehicles

Nanticoke, PA

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Scranton, PA

UnscoredModerate · 29
$4,995173,000 mi

Comparison: 29 similar vehicles

Scranton, PA

2013 Chrysler 300 C Varvatos Collection

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

2013 Chrysler 300 C Varvatos Collection

Scranton, PA

UnscoredInsufficient · 0
$4,995212,000 mi

Scranton, PA

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Scranton, PA

UnscoredLimited · 16
$4,995212,003 mi

Comparison: 16 similar vehicles

Scranton, PA

2012 Ford Focus S

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

2012 Ford Focus S

Avoca, PA

UnscoredInsufficient · 0
$4,99592,000 mi

Avoca, PA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Binghamton, NY

UnscoredRobust · 77
$4,995149,800 mi

Comparison: 77 similar vehicles

Binghamton, NY

2012 Nissan Versa SV

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

2012 Nissan Versa SV

Shohola, PA

Fair PriceModerate · 40
$4,99589,415 mi

Market: $3,400 – $7,163

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 215 days listed (based on current market benchmarks)

Shohola, PA

2007 Volkswagen Jetta Wolfsburg Edition

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

2007 Volkswagen Jetta Wolfsburg Edition

Wilkes-Barre, PA

Salvage title
$4,995109,291 mi

Wilkes-Barre, PA

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Hazleton, PA

UnscoredRobust · 76
$4,999180,000 mi

Comparison: 76 similar vehicles

Hazleton, PA

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Scranton, PA

UnscoredInsufficient · 3
$4,999146,480 mi

Comparison: 3 similar vehicles

Scranton, PA

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Johnson City, NY

Fair PriceLimited · 14
$4,999114,816 mi

Market: $2,200 – $9,000

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 908 days listed (based on current market benchmarks)

Johnson City, NY

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Johnson City, NY

UnscoredModerate · 35
$4,999134,404 mi

Comparison: 35 similar vehicles

Johnson City, NY

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Scranton, PA

UnscoredModerate · 25
$5,000137,938 mi

Comparison: 25 similar vehicles

Scranton, PA

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Hazleton, PA

UnscoredLimited · 6
$5,000180,000 mi

Comparison: 6 similar vehicles

Hazleton, PA

2009 Mercury Milan Base

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

2009 Mercury Milan Base

Mount Pocono, PA

UnscoredInsufficient · 0
$5,190130,000 mi

Mount Pocono, PA

2012 Nissan Altima S

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

2012 Nissan Altima S

Mount Pocono, PA

UnscoredInsufficient · 3
$5,250120,275 mi

Comparison: 3 similar vehicles

Mount Pocono, 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 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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