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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

3,108 listings found

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Bath, PA

UnscoredLimited · 7
$1,995198,000 mi

Comparison: 7 similar vehicles

Bath, PA

2007 Honda Accord 3.0 EX

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

2007 Honda Accord 3.0 EX

Bath, PA

UnscoredLimited · 10
$1,995284,000 mi

Comparison: 10 similar vehicles

Bath, PA

2002 Hyundai Elantra GLS

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

2002 Hyundai Elantra GLS

Bath, PA

UnscoredInsufficient · 0
$1,995150,000 mi

Bath, PA

2009 Kia Spectra EX

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

2009 Kia Spectra EX

Walnutport, PA

UnscoredInsufficient · 4
$2,000159,999 mi

Comparison: 4 similar vehicles

Walnutport, PA

2004 Buick LeSabre Custom

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

2004 Buick LeSabre Custom

Bath, PA

UnscoredLimited · 7
$2,495136,549 mi

Comparison: 7 similar vehicles

Bath, PA

2006 Hyundai Elantra GLS

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

2006 Hyundai Elantra GLS

Walnutport, PA

UnscoredInsufficient · 0
$2,500128,642 mi

Walnutport, PA

2002 Toyota Camry XLE

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

2002 Toyota Camry XLE

Hamburg, NJ

UnscoredInsufficient · 0
$2,500211,039 mi

Hamburg, NJ

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Wantage, NJ

Salvage title
$2,599162,342 mi

Wantage, NJ

2010 Kia Forte EX

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

2010 Kia Forte EX

Nazareth, PA

UnscoredLimited · 8
$2,600142,052 mi

Comparison: 8 similar vehicles

Nazareth, PA

2015 Volvo S60 T5

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

2015 Volvo S60 T5

Frankford, NJ

UnscoredInsufficient · 3
$2,990187,054 mi

Comparison: 3 similar vehicles

Frankford, NJ

2009 Hyundai Sonata SE

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

2009 Hyundai Sonata SE

Bath, PA

UnscoredLimited · 13
$2,995162,701 mi

Comparison: 13 similar vehicles

Bath, PA

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Bath, PA

UnscoredLimited · 6
$2,995129,243 mi

Comparison: 6 similar vehicles

Bath, PA

2008 BMW 5 Series 535xi

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

2008 BMW 5 Series 535xi

Bath, PA

UnscoredLimited · 6
$2,995176,000 mi

Comparison: 6 similar vehicles

Bath, PA

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

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Frankford, NJ

UnscoredModerate · 25
$2,995184,088 mi

Comparison: 25 similar vehicles

Frankford, NJ

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Wind Gap, PA

UnscoredModerate · 41
$2,999153,250 mi

Comparison: 41 similar vehicles

Wind Gap, PA

2005 Nissan Altima S

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

2005 Nissan Altima S

Wind Gap, PA

UnscoredLimited · 5
$2,99971,783 mi

Comparison: 5 similar vehicles

Wind Gap, PA

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Wantage, NJ

UnscoredLimited · 10
$2,999228,630 mi

Comparison: 10 similar vehicles

Wantage, NJ

2004 Chrysler Concorde LX

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

2004 Chrysler Concorde LX

Wantage, NJ

UnscoredInsufficient · 0
$2,99987,782 mi

Wantage, NJ

2009 Kia Spectra EX

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

2009 Kia Spectra EX

Nazareth, PA

UnscoredInsufficient · 4
$3,000107,010 mi

Comparison: 4 similar vehicles

Nazareth, 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

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Nazareth, PA

UnscoredModerate · 47
$3,200184,168 mi

Comparison: 47 similar vehicles

Nazareth, PA

2012 Subaru Legacy I Premium

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

2012 Subaru Legacy I Premium

Pen Argyl, PA

UnscoredModerate · 21
$3,400251,710 mi

Comparison: 21 similar vehicles

Pen Argyl, PA

2011 Nissan Altima S

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

2011 Nissan Altima S

Walnutport, PA

UnscoredModerate · 38
$3,400139,678 mi

Comparison: 38 similar vehicles

Walnutport, PA

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Wind Gap, PA

UnscoredLimited · 19
$3,490177,436 mi

Comparison: 19 similar vehicles

Wind Gap, 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

2008 Ford Focus S

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

2008 Ford Focus S

Wind Gap, PA

UnscoredInsufficient · 0
$3,49979,850 mi

Wind Gap, PA

2012 Honda Civic LX

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

2012 Honda Civic LX

Nazareth, PA

UnscoredLimited · 11
$3,500239,262 mi

Comparison: 11 similar vehicles

Nazareth, 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

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Nazareth, PA

UnscoredLimited · 15
$3,600217,029 mi

Comparison: 15 similar vehicles

Nazareth, PA

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Belvidere, NJ

UnscoredModerate · 31
$3,795163,320 mi

Comparison: 31 similar vehicles

Belvidere, NJ

1999 Buick LeSabre CUSTOM

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

1999 Buick LeSabre CUSTOM

Saylorsburg, PA

UnscoredInsufficient · 0
$3,79572,000 mi

Saylorsburg, PA

2007 Honda Civic LX

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

2007 Honda Civic LX

Wind Gap, PA

Fair PriceModerate · 38
$3,799119,063 mi

Market: $2,250 – $11,990

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Wind Gap, PA

2009 Lexus IS 250

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

2009 Lexus IS 250

Nazareth, PA

UnscoredLimited · 16
$3,800200,999 mi

Comparison: 16 similar vehicles

Nazareth, PA

2003 Chevrolet Impala LS

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

2003 Chevrolet Impala LS

Port Jervis, NY

UnscoredInsufficient · 0
$3,800171,550 mi

Port Jervis, 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 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Wind Gap, PA

UnscoredModerate · 47
$3,899134,860 mi

Comparison: 47 similar vehicles

Wind Gap, PA

2009 Saturn Aura XE

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

2009 Saturn Aura XE

Nazareth, PA

UnscoredInsufficient · 0
$3,90087,041 mi

Nazareth, PA

2005 Ford Focus ZX4 SE

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

2005 Ford Focus ZX4 SE

Wilkes-Barre Township, PA

UnscoredInsufficient · 0
$3,900148,000 mi

Wilkes-Barre Township, 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
$3,990197,936 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

UnscoredModerate · 24
$3,995336,976 mi

Comparison: 24 similar vehicles

Nicholson, PA

2015 Kia Forte LX

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

2015 Kia Forte LX

Bath, PA

UnscoredLimited · 8
$3,995192,870 mi

Comparison: 8 similar vehicles

Bath, PA

2014 Chevrolet Cruze LTZ

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

2014 Chevrolet Cruze LTZ

Bath, PA

UnscoredModerate · 20
$3,995179,500 mi

Comparison: 20 similar vehicles

Bath, PA

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Bath, PA

UnscoredInsufficient · 4
$3,995152,755 mi

Comparison: 4 similar vehicles

Bath, PA

2013 Ford Focus SE

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

2013 Ford Focus SE

Bath, PA

Fair PriceRobust · 52
$3,99596,490 mi

Market: $2,400 – $9,995

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Bath, PA

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Rock Hill, NY

UnscoredModerate · 28
$3,995134,924 mi

Comparison: 28 similar vehicles

Rock Hill, NY

2012 Nissan Versa SV

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

2012 Nissan Versa SV

Bath, PA

UnscoredLimited · 18
$3,995149,000 mi

Comparison: 18 similar vehicles

Bath, PA

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

Bath, PA

UnscoredModerate · 39
$3,995158,000 mi

Comparison: 39 similar vehicles

Bath, 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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