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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

2,141 listings found

2013 Honda Civic LX

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

2013 Honda Civic LX

Philadelphia, PA

UnscoredModerate · 21
$1,500Mileage not verified

Comparison: 21 similar vehicles

Philadelphia, PA

2008 Nissan Altima S

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

2008 Nissan Altima S

Philadelphia, PA

UnscoredLimited · 19
$1,900Mileage not verified

Comparison: 19 similar vehicles

Philadelphia, PA

2006 Scion tC Base

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

2006 Scion tC Base

New Castle, DE

UnscoredLimited · 5
$1,990218,324 mi

Comparison: 5 similar vehicles

New Castle, DE

2011 Nissan Altima S

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

2011 Nissan Altima S

Wrightstown, NJ

UnscoredInsufficient · 3
$2,495127,660 mi

Comparison: 3 similar vehicles

Wrightstown, NJ

2007 BMW 3 Series 328xi

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

2007 BMW 3 Series 328xi

Morrisville, PA

UnscoredLimited · 7
$2,599226,349 mi

Comparison: 7 similar vehicles

Morrisville, PA

2007 Scion tC Base

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

2007 Scion tC Base

Vineland, NJ

UnscoredInsufficient · 3
$2,750200,621 mi

Comparison: 3 similar vehicles

Vineland, NJ

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Philadelphia, PA

UnscoredModerate · 24
$2,900111,000 mi

Comparison: 24 similar vehicles

Philadelphia, PA

2006 Ford Mustang GT Deluxe

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

2006 Ford Mustang GT Deluxe

Washington Township, NJ

UnscoredInsufficient · 4
$2,900239,648 mi

Comparison: 4 similar vehicles

Washington Township, NJ

2008 Ford Focus SE

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

2008 Ford Focus SE

Philadelphia, PA

UnscoredLimited · 16
$2,995155,352 mi

Comparison: 16 similar vehicles

Philadelphia, PA

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Philadelphia, PA

UnscoredLimited · 7
$3,000Mileage not verified

Comparison: 7 similar vehicles

Philadelphia, PA

2006 Scion tC Base

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

2006 Scion tC Base

Clayton, NJ

UnscoredInsufficient · 4
$3,195136,699 mi

Comparison: 4 similar vehicles

Clayton, NJ

2008 INFINITI G 37 Journey

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

2008 INFINITI G 37 Journey

Philadelphia, PA

UnscoredLimited · 12
$3,200Mileage not verified

Comparison: 12 similar vehicles

Philadelphia, PA

2003 Honda Civic EX

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

2003 Honda Civic EX

Philadelphia, PA

UnscoredLimited · 9
$3,299172,702 mi

Comparison: 9 similar vehicles

Philadelphia, PA

2008 Nissan Altima S

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

2008 Nissan Altima S

Hamilton Township, NJ

UnscoredLimited · 6
$3,500136,523 mi

Comparison: 6 similar vehicles

Hamilton Township, NJ

2004 Honda Civic VP

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

2004 Honda Civic VP

Camden, NJ

UnscoredInsufficient · 0
$3,500142,756 mi

Camden, NJ

2000 Mercedes-Benz CLK CLK320

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

2000 Mercedes-Benz CLK CLK320

Bethlehem, PA

UnscoredInsufficient · 0
$3,595122,990 mi

Bethlehem, PA

2005 INFINITI G35 Coupe Base

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

2005 INFINITI G35 Coupe Base

Ewing Township, NJ

UnscoredInsufficient · 3
$3,699178,802 mi

Comparison: 3 similar vehicles

Ewing Township, NJ

2010 Kia Forte Koup EX

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

2010 Kia Forte Koup EX

Hamilton Township, NJ

UnscoredInsufficient · 4
$3,700126,760 mi

Comparison: 4 similar vehicles

Hamilton Township, NJ

2010 INFINITI G Coupe 37x

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

2010 INFINITI G Coupe 37x

Philadelphia, PA

UnscoredInsufficient · 0
$3,900Mileage not verified

Philadelphia, PA

2006 BMW 6 Series 650i

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

2006 BMW 6 Series 650i

Wrightstown, NJ

UnscoredInsufficient · 3
$3,995101,140 mi

Comparison: 3 similar vehicles

Wrightstown, NJ

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Hamilton Township, NJ

UnscoredInsufficient · 3
$4,600161,407 mi

Comparison: 3 similar vehicles

Hamilton Township, NJ

2012 Honda Civic EX

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

2012 Honda Civic EX

Bordentown, NJ

UnscoredLimited · 9
$4,899214,052 mi

Comparison: 9 similar vehicles

Bordentown, NJ

2014 Hyundai Elantra Coupe Base

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

2014 Hyundai Elantra Coupe Base

Hamilton Township, NJ

UnscoredLimited · 5
$4,900104,551 mi

Comparison: 5 similar vehicles

Hamilton Township, NJ

2009 Nissan 370Z Touring

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

2009 Nissan 370Z Touring

Philadelphia, PA

UnscoredInsufficient · 3
$4,90068,000 mi

Comparison: 3 similar vehicles

Philadelphia, PA

2015 Hyundai Genesis Coupe Ultimate

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

2015 Hyundai Genesis Coupe Ultimate

Wrightstown, NJ

UnscoredInsufficient · 0
$4,995120,765 mi

Wrightstown, NJ

2009 Nissan Altima S

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

2009 Nissan Altima S

Reading, PA

UnscoredModerate · 40
$4,995131,489 mi

Comparison: 40 similar vehicles

Reading, PA

2009 Mitsubishi Eclipse GS

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

2009 Mitsubishi Eclipse GS

Winslow Township, NJ

UnscoredInsufficient · 0
$4,995117,212 mi

Winslow Township, NJ

2008 Nissan Altima S

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

2008 Nissan Altima S

Philadelphia, PA

UnscoredInsufficient · 4
$4,995117,397 mi

Comparison: 4 similar vehicles

Philadelphia, PA

2000 BMW 3 Series Base

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

2000 BMW 3 Series Base

Maple Shade, NJ

UnscoredInsufficient · 0
$4,995159,017 mi

Maple Shade, NJ

2014 Hyundai Elantra Coupe Base

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

2014 Hyundai Elantra Coupe Base

Jackson Township, NJ

UnscoredInsufficient · 3
$4,998125,150 mi

Comparison: 3 similar vehicles

Jackson Township, NJ

2013 Scion tC Release Series 8.0

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

2013 Scion tC Release Series 8.0

Jackson Township, NJ

UnscoredInsufficient · 0
$4,998187,400 mi

Jackson Township, NJ

2011 Kia Forte Koup EX

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

2011 Kia Forte Koup EX

Fullerton, PA

UnscoredInsufficient · 0
$4,999120,210 mi

Fullerton, PA

2010 Honda Civic EX

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

2010 Honda Civic EX

New Castle, DE

UnscoredModerate · 23
$5,500163,980 mi

Comparison: 23 similar vehicles

New Castle, DE

2010 INFINITI G Coupe 37x

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

2010 INFINITI G Coupe 37x

Upper Darby Township, PA

UnscoredInsufficient · 0
$5,50088,644 mi

Upper Darby Township, PA

2008 Hyundai Tiburon GS

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

2008 Hyundai Tiburon GS

Wilmington, DE

UnscoredInsufficient · 4
$5,500123,460 mi

Comparison: 4 similar vehicles

Wilmington, DE

2009 Nissan Altima S

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

2009 Nissan Altima S

Bordentown, NJ

UnscoredLimited · 10
$5,599149,896 mi

Comparison: 10 similar vehicles

Bordentown, NJ

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Levittown, PA

UnscoredLimited · 8
$5,800126,380 mi

Comparison: 8 similar vehicles

Levittown, PA

2003 Toyota Camry Solara SE

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

2003 Toyota Camry Solara SE

Philadelphia, PA

UnscoredInsufficient · 0
$5,800117,970 mi

Philadelphia, PA

2004 Ford Mustang Standard

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

2004 Ford Mustang Standard

Saint Georges, DE

UnscoredInsufficient · 0
$5,900105,708 mi

Saint Georges, DE

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

New Castle, DE

Great DealLimited · 10
$5,905101,000 mi

Market: $9,190 – $12,950

Comparison: 10 similar vehicles

Competitively priced ~36% below the typical range compared to similar vehicles · 340 days listed (based on current market benchmarks)

New Castle, DE

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Upper Chichester, PA

UnscoredLimited · 13
$5,950137,758 mi

Comparison: 13 similar vehicles

Upper Chichester, PA

2010 Ford Mustang V6 Premium

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

2010 Ford Mustang V6 Premium

Winslow Township, NJ

UnscoredInsufficient · 4
$5,990148,452 mi

Comparison: 4 similar vehicles

Winslow Township, NJ

2012 BMW 1 Series 128i

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

2012 BMW 1 Series 128i

Trenton, NJ

UnscoredLimited · 6
$5,995113,705 mi

Comparison: 6 similar vehicles

Trenton, NJ

2005 Ford Mustang GT Premium

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

2005 Ford Mustang GT Premium

Wrightstown, NJ

UnscoredInsufficient · 3
$5,99581,279 mi

Comparison: 3 similar vehicles

Wrightstown, NJ

2003 Audi TT Base

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

2003 Audi TT Base

Delran, NJ

UnscoredInsufficient · 3
$5,995156,500 mi

Comparison: 3 similar vehicles

Delran, NJ

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Allentown, PA

UnscoredLimited · 6
$5,999118,000 mi

Comparison: 6 similar vehicles

Allentown, PA

2007 Saturn ION 2

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

2007 Saturn ION 2

Jenkintown, PA

UnscoredLimited · 8
$6,29992,165 mi

Comparison: 8 similar vehicles

Jenkintown, PA

2005 Ford Mustang Premium

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

2005 Ford Mustang Premium

Bordentown, NJ

UnscoredInsufficient · 4
$6,299144,262 mi

Comparison: 4 similar vehicles

Bordentown, NJ

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Philadelphia, PA

UnscoredRobust · 99
$6,300193,239 mi

Comparison: 99 similar vehicles

Philadelphia, PA

2004 Honda Accord EX

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

2004 Honda Accord EX

Philadelphia, PA

Fair PriceModerate · 31
$6,49084,618 mi

Market: $1,900 – $26,915

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 601 days listed (based on current market benchmarks)

Philadelphia, 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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