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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

5,740 listings found

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Texarkana, TX

UnscoredLimited · 14
$2,900176,842 mi

Comparison: 14 similar vehicles

Texarkana, TX

2017 Jeep Renegade Sport

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

2017 Jeep Renegade Sport

Kilgore, TX

Salvage title
$3,180127,383 mi

Kilgore, TX

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Longview, TX

Salvage title
$3,878157,136 mi

Longview, TX

2012 Hyundai Santa Fe GLS

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

2012 Hyundai Santa Fe GLS

Texarkana, TX

UnscoredInsufficient · 0
$3,900191,274 mi

Texarkana, TX

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Gilmer, TX

UnscoredLimited · 9
$3,900Mileage not verified

Comparison: 9 similar vehicles

Gilmer, TX

2016 Kia Sorento L

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

2016 Kia Sorento L

Big Sandy, TX

UnscoredLimited · 6
$4,000148,148 mi

Comparison: 6 similar vehicles

Big Sandy, TX

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Big Sandy, TX

UnscoredRobust · 57
$4,500156,929 mi

Comparison: 57 similar vehicles

Big Sandy, TX

2011 Nissan Murano SL

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

2011 Nissan Murano SL

Texarkana, TX

UnscoredInsufficient · 4
$4,500232,421 mi

Comparison: 4 similar vehicles

Texarkana, TX

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Texarkana, TX

UnscoredInsufficient · 4
$4,500179,525 mi

Comparison: 4 similar vehicles

Texarkana, TX

2005 Dodge Durango SXT

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

2005 Dodge Durango SXT

Longview, TX

UnscoredInsufficient · 0
$4,888189,350 mi

Longview, TX

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Gilmer, TX

UnscoredInsufficient · 4
$4,899Mileage not verified

Comparison: 4 similar vehicles

Gilmer, TX

2018 Ford Escape S

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

2018 Ford Escape S

Texarkana, TX

UnscoredLimited · 18
$4,900172,253 mi

Comparison: 18 similar vehicles

Texarkana, TX

2008 Chevrolet Suburban LS

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

2008 Chevrolet Suburban LS

Texarkana, TX

UnscoredInsufficient · 4
$4,900228,689 mi

Comparison: 4 similar vehicles

Texarkana, TX

2001 GMC Yukon SLE

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

2001 GMC Yukon SLE

New Boston, TX

UnscoredInsufficient · 0
$4,999225,000 mi

New Boston, TX

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Kilgore, TX

UnscoredLimited · 12
$5,500155,272 mi

Comparison: 12 similar vehicles

Kilgore, TX

2014 Dodge Durango Limited

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

2014 Dodge Durango Limited

Texarkana, TX

UnscoredLimited · 5
$5,800205,424 mi

Comparison: 5 similar vehicles

Texarkana, TX

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Longview, TX

UnscoredLimited · 8
$5,847131,129 mi

Comparison: 8 similar vehicles

Longview, TX

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Longview, TX

UnscoredRobust · 69
$5,900138,847 mi

Comparison: 69 similar vehicles

Longview, TX

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Texarkana, TX

UnscoredLimited · 19
$5,900123,879 mi

Comparison: 19 similar vehicles

Texarkana, TX

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Texarkana, TX

UnscoredLimited · 6
$5,900197,088 mi

Comparison: 6 similar vehicles

Texarkana, TX

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Mount Pleasant, TX

UnscoredInsufficient · 0
$5,991193,322 mi

Mount Pleasant, TX

2003 Honda CR-V EX

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

2003 Honda CR-V EX

Texarkana, TX

UnscoredInsufficient · 0
$5,995247,205 mi

Texarkana, TX

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Longview, TX

UnscoredInsufficient · 3
$6,50071,442 mi

Comparison: 3 similar vehicles

Longview, TX

2016 Jeep Grand Cherokee Laredo E

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

2016 Jeep Grand Cherokee Laredo E

Longview, TX

UnscoredLimited · 7
$6,647182,228 mi

Comparison: 7 similar vehicles

Longview, TX

2019 Ford Escape SE

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

2019 Ford Escape SE

Kilgore, TX

UnscoredRobust · 65
$6,893174,587 mi

Comparison: 65 similar vehicles

Kilgore, TX

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Big Sandy, TX

UnscoredLimited · 7
$6,900152,563 mi

Comparison: 7 similar vehicles

Big Sandy, TX

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Longview, TX

UnscoredModerate · 25
$6,995167,087 mi

Comparison: 25 similar vehicles

Longview, TX

2018 Jeep Cherokee Latitude Plus

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

2018 Jeep Cherokee Latitude Plus

Texarkana, TX

UnscoredModerate · 46
$7,124249,224 mi

Comparison: 46 similar vehicles

Texarkana, TX

2019 Dodge Journey GT

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

2019 Dodge Journey GT

Texarkana, TX

UnscoredLimited · 10
$7,499132,967 mi

Comparison: 10 similar vehicles

Texarkana, TX

2017 Volkswagen Tiguan Wolfsburg Edition

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

2017 Volkswagen Tiguan Wolfsburg Edition

Big Sandy, TX

UnscoredInsufficient · 3
$7,500117,612 mi

Comparison: 3 similar vehicles

Big Sandy, TX

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Kilgore, TX

UnscoredInsufficient · 3
$7,77757,825 mi

Comparison: 3 similar vehicles

Kilgore, TX

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Mount Pleasant, TX

UnscoredModerate · 24
$7,822202,867 mi

Comparison: 24 similar vehicles

Mount Pleasant, TX

2011 Acura MDX Technology Package

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

2011 Acura MDX Technology Package

Texarkana, TX

UnscoredLimited · 7
$7,900191,055 mi

Comparison: 7 similar vehicles

Texarkana, TX

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Texarkana, TX

Fair PriceLimited · 17
$7,977119,275 mi

Market: $6,500 – $13,459

Comparison: 17 similar vehicles

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

Texarkana, TX

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Pittsburg, TX

UnscoredModerate · 43
$7,995173,543 mi

Comparison: 43 similar vehicles

Pittsburg, TX

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Texarkana, AR

UnscoredModerate · 25
$7,995179,551 mi

Comparison: 25 similar vehicles

Texarkana, AR

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Texarkana, TX

UnscoredInsufficient · 0
$7,99593,613 mi

Texarkana, TX

2013 GMC Terrain SLT-1

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

2013 GMC Terrain SLT-1

Texarkana, TX

UnscoredLimited · 6
$7,995136,779 mi

Comparison: 6 similar vehicles

Texarkana, TX

2006 Lincoln Navigator Luxury

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

2006 Lincoln Navigator Luxury

De Kalb, TX

UnscoredInsufficient · 3
$7,995225,482 mi

Comparison: 3 similar vehicles

De Kalb, TX

2002 Chevrolet Tahoe LS

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

2002 Chevrolet Tahoe LS

De Kalb, TX

UnscoredLimited · 7
$7,995217,823 mi

Comparison: 7 similar vehicles

De Kalb, TX

2015 Ford Escape SE

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

2015 Ford Escape SE

Longview, TX

UnscoredModerate · 27
$8,000124,156 mi

Comparison: 27 similar vehicles

Longview, TX

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Texarkana, TX

UnscoredLimited · 17
$8,446195,105 mi

Comparison: 17 similar vehicles

Texarkana, TX

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

De Kalb, TX

UnscoredModerate · 27
$8,450260,700 mi

Comparison: 27 similar vehicles

De Kalb, TX

2010 Lincoln MKX Base

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

2010 Lincoln MKX Base

De Kalb, TX

UnscoredInsufficient · 0
$8,450197,161 mi

De Kalb, TX

2018 Mazda CX-5 Grand Touring

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

2018 Mazda CX-5 Grand Touring

Longview, TX

UnscoredModerate · 42
$8,500180,476 mi

Comparison: 42 similar vehicles

Longview, TX

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

New Boston, TX

UnscoredLimited · 8
$8,500180,210 mi

Comparison: 8 similar vehicles

New Boston, TX

2014 Ford Edge SE

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

2014 Ford Edge SE

Pittsburg, TX

UnscoredLimited · 5
$8,599128,799 mi

Comparison: 5 similar vehicles

Pittsburg, TX

2019 Mazda CX-5 Grand Touring

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

2019 Mazda CX-5 Grand Touring

Texarkana, TX

UnscoredLimited · 14
$8,888185,559 mi

Comparison: 14 similar vehicles

Texarkana, TX

2017 Dodge Durango SXT

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

2017 Dodge Durango SXT

Texarkana, TX

UnscoredInsufficient · 0
$8,900132,112 mi

Texarkana, TX

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Longview, TX

Fair PriceModerate · 40
$8,900109,926 mi

Market: $6,999 – $21,145

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Longview, TX

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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