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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 29, 2026

6M+

Unique vehicles analyzed

as of October 28, 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

9,262 listings found

2009 Volvo XC70 3.2

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

2009 Volvo XC70 3.2

Greensboro, NC

Unscored
$2,214183,987 mi

Comparison: 17 similar vehicles

Greensboro, NC

2009 Subaru Outback 2.5i

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

2009 Subaru Outback 2.5i

Greensboro, NC

Unscored
$2,500251,399 mi

Comparison: 7 similar vehicles

Greensboro, NC

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Greensboro, NC

UnscoredInsufficient · 3
$2,500249,208 mi

Comparison: 3 similar vehicles

Greensboro, NC

2005 Chevrolet Tahoe LS

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

2005 Chevrolet Tahoe LS

Greensboro, NC

UnscoredInsufficient · 0
$2,800211,750 mi

Greensboro, NC

2013 Dodge Journey SE

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

2013 Dodge Journey SE

Greensboro, NC

UnscoredInsufficient · 4
$2,900148,300 mi

Comparison: 4 similar vehicles

Greensboro, NC

2007 Volvo XC90 3.2

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

2007 Volvo XC90 3.2

Greensboro, NC

Unscored
$2,995180,000 mi

Comparison: 7 similar vehicles

Greensboro, NC

2003 Jeep Liberty Sport

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

2003 Jeep Liberty Sport

Greensboro, NC

UnscoredInsufficient · 0
$2,999173,200 mi

Greensboro, NC

2003 Dodge Grand Caravan eL

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

2003 Dodge Grand Caravan eL

Greensboro, NC

UnscoredInsufficient · 0
$2,999208,600 mi

Greensboro, NC

2002 Honda Accord EX

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

2002 Honda Accord EX

Greensboro, NC

Unscored
$3,250155,299 mi

Comparison: 5 similar vehicles

Greensboro, NC

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Greensboro, NC

Unscored
$3,299259,983 mi

Comparison: 6 similar vehicles

Greensboro, NC

2004 Dodge Ram 1500 Pickup ST

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

2004 Dodge Ram 1500 Pickup ST

Greensboro, NC

Unscored
$3,300197,875 mi

Comparison: 7 similar vehicles

Greensboro, NC

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Greensboro, NC

UnscoredInsufficient · 4
$3,489241,828 mi

Comparison: 4 similar vehicles

Greensboro, NC

2007 Audi A4 Base

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

2007 Audi A4 Base

Greensboro, NC

UnscoredInsufficient · 0
$3,490187,765 mi

Greensboro, NC

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Greensboro, NC

UnscoredInsufficient · 3
$3,497220,000 mi

Comparison: 3 similar vehicles

Greensboro, NC

2005 Ford Focus ZX4 S

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

2005 Ford Focus ZX4 S

Greensboro, NC

Unscored
$3,499122,120 mi

Comparison: 5 similar vehicles

Greensboro, NC

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

Greensboro, NC

Unscored
$3,500196,200 mi

Comparison: 5 similar vehicles

Greensboro, NC

2010 Honda Odyssey EX

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

2010 Honda Odyssey EX

Greensboro, NC

UnscoredInsufficient · 4
$3,500262,799 mi

Comparison: 4 similar vehicles

Greensboro, NC

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Greensboro, NC

Unscored
$3,500186,856 mi

Comparison: 9 similar vehicles

Greensboro, NC

2006 Nissan Quest Base

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

2006 Nissan Quest Base

Greensboro, NC

UnscoredInsufficient · 0
$3,500192,006 mi

Greensboro, NC

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Greensboro, NC

Unscored
$3,500255,150 mi

Comparison: 6 similar vehicles

Greensboro, NC

2012 Mitsubishi Lancer ES

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

2012 Mitsubishi Lancer ES

Greensboro, NC

UnscoredInsufficient · 0
$3,600204,000 mi

Greensboro, NC

2010 Nissan Versa S

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

2010 Nissan Versa S

Greensboro, NC

UnscoredInsufficient · 0
$3,600154,240 mi

Greensboro, NC

2011 Hyundai Tucson GLS

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

2011 Hyundai Tucson GLS

Greensboro, NC

Unscored
$3,699221,425 mi

Comparison: 5 similar vehicles

Greensboro, NC

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Greensboro, NC

Unscored
$3,700146,399 mi

Comparison: 17 similar vehicles

Greensboro, NC

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Greensboro, NC

Unscored
$3,700143,197 mi

Comparison: 25 similar vehicles

Greensboro, NC

2013 Dodge Dart Rallye

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

2013 Dodge Dart Rallye

Greensboro, NC

Unscored
$3,800175,044 mi

Comparison: 8 similar vehicles

Greensboro, NC

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Greensboro, NC

Unscored
$3,895225,148 mi

Comparison: 10 similar vehicles

Greensboro, NC

2010 Toyota Camry Hybrid

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

2010 Toyota Camry Hybrid

Greensboro, NC

UnscoredInsufficient · 3
$3,900223,880 mi

Comparison: 3 similar vehicles

Greensboro, NC

2002 Lexus RX 300

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

2002 Lexus RX 300

Greensboro, NC

UnscoredInsufficient · 0
$3,900188,300 mi

Greensboro, NC

2011 Hyundai Tucson GLS

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

2011 Hyundai Tucson GLS

Greensboro, NC

Unscored
$3,950180,076 mi

Comparison: 6 similar vehicles

Greensboro, NC

2007 Cadillac DTS Luxury I

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

2007 Cadillac DTS Luxury I

Greensboro, NC

UnscoredInsufficient · 4
$3,99095,119 mi

Comparison: 4 similar vehicles

Greensboro, NC

2007 Nissan Quest S

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

2007 Nissan Quest S

Greensboro, NC

UnscoredInsufficient · 0
$3,990184,673 mi

Greensboro, NC

2012 Ford Fiesta SEL

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

2012 Ford Fiesta SEL

Greensboro, NC

UnscoredInsufficient · 0
$3,995144,779 mi

Greensboro, NC

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Greensboro, NC

Unscored
$3,999156,399 mi

Comparison: 13 similar vehicles

Greensboro, NC

2014 Nissan Maxima S

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

2014 Nissan Maxima S

Greensboro, NC

Unscored
$4,000189,952 mi

Comparison: 11 similar vehicles

Greensboro, NC

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Greensboro, NC

UnscoredInsufficient · 3
$4,000146,000 mi

Comparison: 3 similar vehicles

Greensboro, NC

2002 Toyota Camry XLE

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

2002 Toyota Camry XLE

Greensboro, NC

UnscoredInsufficient · 0
$4,000172,000 mi

Greensboro, NC

2012 Ford Focus SE

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

2012 Ford Focus SE

Greensboro, NC

Unscored
$4,100140,100 mi

Comparison: 40 similar vehicles

Greensboro, NC

2015 Ford Focus SE

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

2015 Ford Focus SE

Greensboro, NC

Unscored
$4,199116,890 mi

Comparison: 5 similar vehicles

Greensboro, NC

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Greensboro, NC

UnscoredInsufficient · 3
$4,200142,400 mi

Comparison: 3 similar vehicles

Greensboro, NC

2004 Scion xB Base

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

2004 Scion xB Base

Greensboro, NC

Salvage title
$4,299184,541 mi

Greensboro, NC

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Greensboro, NC

Unscored
$4,300178,500 mi

Comparison: 5 similar vehicles

Greensboro, NC

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Greensboro, NC

Great DealModerate · 45
$4,300118,700 mi

Market: $4,995 – $11,900

Comparison: 45 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 8 days listed (based on current market benchmarks)

Greensboro, NC

2015 Kia Forte LX

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

2015 Kia Forte LX

Greensboro, NC

Unscored
$4,300137,800 mi

Comparison: 6 similar vehicles

Greensboro, NC

2019 Nissan Versa Sedan S

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

2019 Nissan Versa Sedan S

Greensboro, NC

UnscoredInsufficient · 0
$4,457128,223 mi

Greensboro, NC

2011 Hyundai Elantra Touring GLS

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

2011 Hyundai Elantra Touring GLS

Greensboro, NC

Salvage title
$4,494104,877 mi

Greensboro, NC

2013 Ford C-Max SE

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

2013 Ford C-Max SE

Greensboro, NC

Unscored
$4,495153,091 mi

Comparison: 9 similar vehicles

Greensboro, NC

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Greensboro, NC

Unscored
$4,495131,654 mi

Comparison: 17 similar vehicles

Greensboro, NC

2007 Volvo S80 3.2

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

2007 Volvo S80 3.2

Greensboro, NC

UnscoredInsufficient · 0
$4,499154,524 mi

Greensboro, NC

2017 Hyundai Sonata SE

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

2017 Hyundai Sonata SE

Greensboro, NC

UnscoredInsufficient · 3
$4,500169,943 mi

Comparison: 3 similar vehicles

Greensboro, NC

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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