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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

10,655 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

2006 Toyota Corolla CE

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

2006 Toyota Corolla CE

Plainfield, NJ

UnscoredInsufficient · 3
$1,999Mileage not verified

Comparison: 3 similar vehicles

Plainfield, NJ

2013 Hyundai Accent GLS

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

2013 Hyundai Accent GLS

Totowa, NJ

Salvage title
$2,397151,321 mi

Totowa, NJ

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

UnscoredInsufficient · 0
$2,495136,549 mi

Bath, PA

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Totowa, NJ

UnscoredInsufficient · 3
$2,497242,516 mi

Comparison: 3 similar vehicles

Totowa, NJ

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

2008 Mercedes-Benz E-Class E350

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

2008 Mercedes-Benz E-Class E350

Dover, NJ

UnscoredLimited · 12
$2,799150,370 mi

Comparison: 12 similar vehicles

Dover, NJ

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Jefferson, NJ

UnscoredLimited · 10
$2,949222,165 mi

Comparison: 10 similar vehicles

Jefferson, NJ

2004 Honda Accord LX

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

2004 Honda Accord LX

East Amwell Township, NJ

UnscoredLimited · 11
$2,950185,870 mi

Comparison: 11 similar vehicles

East Amwell Township, NJ

2006 Lincoln Zephyr Base

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

2006 Lincoln Zephyr Base

Bloomingdale, NJ

UnscoredInsufficient · 3
$2,987149,128 mi

Comparison: 3 similar vehicles

Bloomingdale, NJ

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

2013 Chevrolet Cruze ECO

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

2013 Chevrolet Cruze ECO

Allentown, PA

UnscoredLimited · 7
$2,995261,636 mi

Comparison: 7 similar vehicles

Allentown, PA

2012 Nissan Altima S

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

2012 Nissan Altima S

Dunellen, NJ

UnscoredModerate · 31
$2,995173,000 mi

Comparison: 31 similar vehicles

Dunellen, NJ

2010 Ford Focus SE

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

2010 Ford Focus SE

Catasauqua, PA

UnscoredModerate · 31
$2,995223,778 mi

Comparison: 31 similar vehicles

Catasauqua, PA

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 · 12
$2,995162,701 mi

Comparison: 12 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

2008 Volkswagen Passat Komfort

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

2008 Volkswagen Passat Komfort

Parsippany-Troy Hills, NJ

UnscoredInsufficient · 0
$2,995121,626 mi

Parsippany-Troy Hills, NJ

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 · 28
$2,995184,088 mi

Comparison: 28 similar vehicles

Frankford, NJ

2000 Toyota Avalon XL

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

2000 Toyota Avalon XL

Totowa, NJ

UnscoredInsufficient · 3
$2,997214,988 mi

Comparison: 3 similar vehicles

Totowa, NJ

2012 Chevrolet Malibu 2LT

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

2012 Chevrolet Malibu 2LT

Easton, PA

UnscoredLimited · 14
$2,999158,109 mi

Comparison: 14 similar vehicles

Easton, PA

2010 Nissan Maxima SV

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

2010 Nissan Maxima SV

Springfield, NJ

Salvage title
$2,999126,722 mi

Springfield, NJ

2010 Honda Civic LX

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

2010 Honda Civic LX

Jefferson, NJ

UnscoredLimited · 19
$2,999216,328 mi

Comparison: 19 similar vehicles

Jefferson, 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 · 39
$2,999153,250 mi

Comparison: 39 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 · 6
$2,999228,630 mi

Comparison: 6 similar vehicles

Wantage, NJ

2005 Toyota Camry XLE

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

2005 Toyota Camry XLE

Coopersburg, PA

UnscoredLimited · 9
$2,999238,863 mi

Comparison: 9 similar vehicles

Coopersburg, PA

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

2001 Buick LeSabre Custom

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

2001 Buick LeSabre Custom

Jefferson, NJ

UnscoredInsufficient · 4
$2,999118,910 mi

Comparison: 4 similar vehicles

Jefferson, NJ

2001 Volvo S80 Base

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

2001 Volvo S80 Base

Coopersburg, PA

UnscoredInsufficient · 0
$2,999203,681 mi

Coopersburg, PA

2008 Ford Focus SE

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

2008 Ford Focus SE

Easton, PA

UnscoredLimited · 16
$3,195173,755 mi

Comparison: 16 similar vehicles

Easton, 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 Buick Regal Premium 2

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

2012 Buick Regal Premium 2

Totowa, NJ

UnscoredInsufficient · 0
$3,197189,947 mi

Totowa, NJ

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

2006 Audi A4 Base

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

2006 Audi A4 Base

Somerville, NJ

UnscoredLimited · 12
$3,222167,000 mi

Comparison: 12 similar vehicles

Somerville, NJ

2012 Subaru Impreza 2.0I Premium

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

2012 Subaru Impreza 2.0I Premium

Totowa, NJ

UnscoredLimited · 7
$3,297160,266 mi

Comparison: 7 similar vehicles

Totowa, NJ

2008 Nissan Sentra 2.0

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

2008 Nissan Sentra 2.0

Allentown, PA

UnscoredLimited · 5
$3,300106,867 mi

Comparison: 5 similar vehicles

Allentown, PA

2011 Ford Fusion Sport

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

2011 Ford Fusion Sport

Schnecksville, PA

UnscoredLimited · 5
$3,395179,621 mi

Comparison: 5 similar vehicles

Schnecksville, 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 · 20
$3,400251,710 mi

Comparison: 20 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

UnscoredModerate · 20
$3,490177,436 mi

Comparison: 20 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

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Wanaque, NJ

UnscoredLimited · 8
$3,49593,982 mi

Comparison: 8 similar vehicles

Wanaque, NJ

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Coplay, PA

UnscoredLimited · 5
$3,495133,940 mi

Comparison: 5 similar vehicles

Coplay, 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

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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