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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 19, 2026

6M+

Unique vehicles analyzed

as of October 18, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

5,380 listings found

2002 Hyundai Santa Fe LX

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

2002 Hyundai Santa Fe LX

Aiken, SC

UnscoredInsufficient · 0
$2,700168,271 mi

Aiken, SC

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Martinez, GA

UnscoredLimited · 13
$2,779173,201 mi

Comparison: 13 similar vehicles

Martinez, GA

1998 Honda CR-V Base

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

1998 Honda CR-V Base

Martinez, GA

UnscoredInsufficient · 0
$3,300348,869 mi

Martinez, GA

2010 Ford Explorer XLT

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

2010 Ford Explorer XLT

North Augusta, SC

UnscoredLimited · 12
$3,495216,326 mi

Comparison: 12 similar vehicles

North Augusta, SC

2003 Jeep Grand Cherokee LAREDO

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

2003 Jeep Grand Cherokee LAREDO

Hephzibah, GA

UnscoredInsufficient · 0
$3,495210,836 mi

Hephzibah, GA

2015 GMC Acadia SLT2

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

2015 GMC Acadia SLT2

Martinez, GA

UnscoredInsufficient · 0
$3,500214,942 mi

Martinez, GA

2006 Ford Expedition Eddie Bauer

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

2006 Ford Expedition Eddie Bauer

Martinez, GA

UnscoredLimited · 10
$3,995264,608 mi

Comparison: 10 similar vehicles

Martinez, GA

2004 Mercedes-Benz M-Class ML350

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

2004 Mercedes-Benz M-Class ML350

Hephzibah, GA

UnscoredInsufficient · 0
$3,995244,360 mi

Hephzibah, GA

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Hephzibah, GA

UnscoredLimited · 8
$4,495188,602 mi

Comparison: 8 similar vehicles

Hephzibah, GA

2013 Jeep Patriot Sport

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

2013 Jeep Patriot Sport

Hephzibah, GA

UnscoredLimited · 5
$4,495185,791 mi

Comparison: 5 similar vehicles

Hephzibah, GA

2009 Saturn VUE XR

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

2009 Saturn VUE XR

Hephzibah, GA

UnscoredInsufficient · 0
$4,495124,535 mi

Hephzibah, GA

2005 Toyota 4Runner SR5

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

2005 Toyota 4Runner SR5

North Augusta, SC

UnscoredLimited · 7
$4,495222,690 mi

Comparison: 7 similar vehicles

North Augusta, SC

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Aiken, SC

UnscoredRobust · 62
$4,500182,606 mi

Comparison: 62 similar vehicles

Aiken, SC

2006 GMC Yukon SLE

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

2006 GMC Yukon SLE

North Augusta, SC

UnscoredInsufficient · 0
$4,695284,977 mi

North Augusta, SC

2010 Jeep Grand Cherokee Laredo

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

2010 Jeep Grand Cherokee Laredo

Martinez, GA

UnscoredLimited · 9
$4,795206,326 mi

Comparison: 9 similar vehicles

Martinez, GA

2012 GMC Yukon Denali

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

2012 GMC Yukon Denali

Union Point, GA

UnscoredInsufficient · 0
$4,855233,041 mi

Union Point, GA

2012 Nissan Pathfinder SV

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

2012 Nissan Pathfinder SV

Augusta, GA

UnscoredLimited · 5
$4,990248,407 mi

Comparison: 5 similar vehicles

Augusta, GA

2009 Subaru Forester 2.5X Premium Package

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

2009 Subaru Forester 2.5X Premium Package

Augusta, GA

UnscoredInsufficient · 3
$4,990149,461 mi

Comparison: 3 similar vehicles

Augusta, GA

2008 Toyota Highlander Base

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

2008 Toyota Highlander Base

Martinez, GA

UnscoredLimited · 14
$4,995251,998 mi

Comparison: 14 similar vehicles

Martinez, GA

No Photo

2006 Toyota Highlander Base

Aiken, SC

UnscoredLimited · 7
$4,995201,373 mi

Comparison: 7 similar vehicles

Aiken, SC

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Martinez, GA

UnscoredModerate · 22
$5,400169,970 mi

Comparison: 22 similar vehicles

Martinez, GA

2008 Ford Escape XLT

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

2008 Ford Escape XLT

North Augusta, SC

Fair PriceLimited · 17
$5,495Mileage not verified

Market: $3,995 – $9,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

North Augusta, SC

2016 Cadillac SRX Luxury Collection

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

2016 Cadillac SRX Luxury Collection

Augusta, GA

UnscoredModerate · 24
$5,500195,491 mi

Comparison: 24 similar vehicles

Augusta, GA

2007 Ford Explorer Limited

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

2007 Ford Explorer Limited

Augusta, GA

UnscoredInsufficient · 0
$5,800168,790 mi

Augusta, GA

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Augusta, GA

UnscoredLimited · 6
$5,990185,615 mi

Comparison: 6 similar vehicles

Augusta, GA

2008 Nissan Pathfinder SE

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

2008 Nissan Pathfinder SE

Augusta, GA

UnscoredInsufficient · 3
$5,990170,732 mi

Comparison: 3 similar vehicles

Augusta, GA

2013 GMC Acadia Denali

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

2013 GMC Acadia Denali

North Augusta, SC

UnscoredLimited · 6
$5,995175,534 mi

Comparison: 6 similar vehicles

North Augusta, SC

2012 Kia Sorento SX

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

2012 Kia Sorento SX

Martinez, GA

UnscoredInsufficient · 0
$5,995204,661 mi

Martinez, GA

2011 Nissan JUKE SL

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

2011 Nissan JUKE SL

Martinez, GA

UnscoredLimited · 9
$5,995130,585 mi

Comparison: 9 similar vehicles

Martinez, GA

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Aiken, SC

UnscoredLimited · 17
$5,995185,023 mi

Comparison: 17 similar vehicles

Aiken, SC

2007 Jeep Liberty Limited

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

2007 Jeep Liberty Limited

Aiken, SC

UnscoredInsufficient · 0
$5,995171,817 mi

Aiken, SC

2007 Kia Sorento BASE

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

2007 Kia Sorento BASE

Aiken, SC

UnscoredInsufficient · 0
$5,995241,294 mi

Aiken, SC

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Aiken, SC

UnscoredLimited · 15
$5,995176,856 mi

Comparison: 15 similar vehicles

Aiken, SC

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Aiken, SC

UnscoredInsufficient · 0
$5,995195,455 mi

Aiken, SC

1999 Lexus RX 300

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

1999 Lexus RX 300

Aiken, SC

UnscoredInsufficient · 3
$5,995199,862 mi

Comparison: 3 similar vehicles

Aiken, SC

2005 Lexus RX 330

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

2005 Lexus RX 330

Martinez, GA

UnscoredInsufficient · 4
$6,000186,481 mi

Comparison: 4 similar vehicles

Martinez, GA

2000 Cadillac Escalade Base

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

2000 Cadillac Escalade Base

Augusta, GA

UnscoredInsufficient · 0
$6,000135,336 mi

Augusta, GA

2014 Lincoln MKT EcoBoost

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

2014 Lincoln MKT EcoBoost

Martinez, GA

UnscoredInsufficient · 0
$6,490173,014 mi

Martinez, GA

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Martinez, GA

UnscoredRobust · 73
$6,495133,897 mi

Comparison: 73 similar vehicles

Martinez, GA

2012 Mazda CX-7 i Sport

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

2012 Mazda CX-7 i Sport

Martinez, GA

UnscoredInsufficient · 0
$6,495156,063 mi

Martinez, GA

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Hephzibah, GA

UnscoredLimited · 16
$6,495245,971 mi

Comparison: 16 similar vehicles

Hephzibah, GA

2013 INFINITI JX Base

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

2013 INFINITI JX Base

Warrenville, SC

UnscoredRobust · 65
$6,500156,040 mi

Comparison: 65 similar vehicles

Warrenville, SC

2005 Lexus RX 330

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

2005 Lexus RX 330

Aiken, SC

UnscoredInsufficient · 4
$6,500228,745 mi

Comparison: 4 similar vehicles

Aiken, SC

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Beech Island, SC

UnscoredLimited · 5
$6,700213,072 mi

Comparison: 5 similar vehicles

Beech Island, SC

2012 Ford Edge SE

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

2012 Ford Edge SE

Aiken, SC

UnscoredLimited · 18
$6,800232,223 mi

Comparison: 18 similar vehicles

Aiken, SC

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Martinez, GA

UnscoredModerate · 22
$6,980161,785 mi

Comparison: 22 similar vehicles

Martinez, GA

2015 Volkswagen Tiguan S

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

2015 Volkswagen Tiguan S

Augusta, GA

UnscoredLimited · 12
$6,990140,641 mi

Comparison: 12 similar vehicles

Augusta, GA

2009 Subaru Tribeca Limited

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

2009 Subaru Tribeca Limited

Augusta, GA

UnscoredInsufficient · 0
$6,990135,750 mi

Augusta, GA

2020 Dodge Journey Crossroad

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

2020 Dodge Journey Crossroad

Lincolnton, GA

Great DealModerate · 21
$6,995116,419 mi

Market: $8,740 – $23,989

Comparison: 21 similar vehicles

Competitively priced ~20% below the typical range compared to similar vehicles · 3 days listed (based on current market benchmarks)

Lincolnton, GA

2018 GMC Acadia Denali

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

2018 GMC Acadia Denali

Lincolnton, GA

UnscoredModerate · 46
$6,995197,039 mi

Comparison: 46 similar vehicles

Lincolnton, GA

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 manage their profile, 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, exports, and enhanced merchandising.
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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