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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 21, 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

4,503 listings found

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Granbury, TX

UnscoredInsufficient · 3
$2,500209,742 mi

Comparison: 3 similar vehicles

Granbury, TX

2013 Dodge Durango Citadel

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

2013 Dodge Durango Citadel

Granbury, TX

UnscoredInsufficient · 0
$5,500164,341 mi

Granbury, TX

2009 Ford Explorer XLT

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

2009 Ford Explorer XLT

Breckenridge, TX

UnscoredInsufficient · 0
$5,675238,553 mi

Breckenridge, TX

2009 Jeep Liberty Limited

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

2009 Jeep Liberty Limited

Fort Worth, TX

UnscoredInsufficient · 0
$6,488198,101 mi

Fort Worth, TX

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Comanche, TX

UnscoredLimited · 9
$6,824213,565 mi

Comparison: 9 similar vehicles

Comanche, TX

2014 Ford Escape S

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

2014 Ford Escape S

Jacksboro, TX

UnscoredLimited · 10
$6,995172,500 mi

Comparison: 10 similar vehicles

Jacksboro, TX

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Stephenville, TX

UnscoredLimited · 14
$6,999159,769 mi

Comparison: 14 similar vehicles

Stephenville, TX

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Weatherford, TX

UnscoredLimited · 5
$7,208147,343 mi

Comparison: 5 similar vehicles

Weatherford, TX

2016 Buick Encore Sport Touring

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

2016 Buick Encore Sport Touring

Granbury, TX

UnscoredInsufficient · 0
$7,90087,760 mi

Granbury, TX

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Weatherford, TX

UnscoredInsufficient · 4
$8,22493,697 mi

Comparison: 4 similar vehicles

Weatherford, TX

2019 Dodge Journey Crossroad

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

2019 Dodge Journey Crossroad

Weatherford, TX

UnscoredInsufficient · 0
$8,395157,303 mi

Weatherford, TX

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Weatherford, TX

UnscoredLimited · 13
$8,500184,466 mi

Comparison: 13 similar vehicles

Weatherford, TX

2001 Chevrolet Blazer LS

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

2001 Chevrolet Blazer LS

Breckenridge, TX

UnscoredInsufficient · 0
$8,675162,779 mi

Breckenridge, TX

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

Weatherford, TX

Fair PriceLimited · 16
$8,725101,329 mi

Market: $5,763 – $20,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 228 days listed (based on current market benchmarks)

Weatherford, TX

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Granbury, TX

UnscoredLimited · 5
$8,930140,615 mi

Comparison: 5 similar vehicles

Granbury, TX

2016 FIAT 500X Easy

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

2016 FIAT 500X Easy

Eastland, TX

UnscoredInsufficient · 3
$8,995100,748 mi

Comparison: 3 similar vehicles

Eastland, TX

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Eastland, TX

UnscoredLimited · 17
$8,995143,269 mi

Comparison: 17 similar vehicles

Eastland, TX

2011 Lexus RX 350

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

2011 Lexus RX 350

Eastland, TX

UnscoredModerate · 24
$8,995170,625 mi

Comparison: 24 similar vehicles

Eastland, TX

2005 Jeep Liberty Renegade

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

2005 Jeep Liberty Renegade

Granbury, TX

UnscoredInsufficient · 0
$8,995100,069 mi

Granbury, TX

2018 Jeep Renegade Altitude Package

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

2018 Jeep Renegade Altitude Package

Weatherford, TX

Fair PriceLimited · 16
$9,22484,037 mi

Market: $5,500 – $15,695

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Weatherford, TX

2017 Jaguar F-Pace Prestige

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

2017 Jaguar F-Pace Prestige

Weatherford, TX

Great DealLimited · 12
$9,224103,200 mi

Market: $12,990 – $16,672

Comparison: 12 similar vehicles

Competitively priced ~29% below the typical range compared to similar vehicles · 63 days listed (based on current market benchmarks)

Weatherford, TX

2012 Chevrolet Tahoe LTZ

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

2012 Chevrolet Tahoe LTZ

Weatherford, TX

UnscoredInsufficient · 0
$9,224164,814 mi

Weatherford, TX

2022 Nissan Kicks S

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

2022 Nissan Kicks S

Granbury, TX

Fair PriceLimited · 12
$9,642103,303 mi

Market: $8,900 – $18,800

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Granbury, TX

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Weatherford, TX

UnscoredInsufficient · 3
$9,725114,945 mi

Comparison: 3 similar vehicles

Weatherford, TX

2016 Hyundai Tucson Limited

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

2016 Hyundai Tucson Limited

Weatherford, TX

UnscoredLimited · 6
$9,725113,647 mi

Comparison: 6 similar vehicles

Weatherford, TX

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Comanche, TX

UnscoredLimited · 14
$9,815128,548 mi

Comparison: 14 similar vehicles

Comanche, TX

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Comanche, TX

UnscoredModerate · 27
$9,824149,498 mi

Comparison: 27 similar vehicles

Comanche, TX

2015 GMC Yukon SLT

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

2015 GMC Yukon SLT

Mineral Wells, TX

UnscoredModerate · 24
$9,895224,567 mi

Comparison: 24 similar vehicles

Mineral Wells, TX

2012 Chevrolet Tahoe LT

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

2012 Chevrolet Tahoe LT

Comanche, TX

UnscoredLimited · 15
$9,980213,769 mi

Comparison: 15 similar vehicles

Comanche, TX

2016 Ford Escape SE

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

2016 Ford Escape SE

Eastland, TX

Fair PriceModerate · 24
$9,995102,874 mi

Market: $4,899 – $14,500

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Eastland, TX

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

Stephenville, TX

UnscoredLimited · 6
$10,17586,450 mi

Comparison: 6 similar vehicles

Stephenville, TX

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Weatherford, TX

UnscoredLimited · 9
$10,206140,819 mi

Comparison: 9 similar vehicles

Weatherford, TX

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Comanche, TX

Fair PriceLimited · 19
$10,21585,180 mi

Market: $4,450 – $11,500

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Comanche, TX

2018 Hyundai Kona SE

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

2018 Hyundai Kona SE

Weatherford, TX

UnscoredInsufficient · 0
$10,220124,704 mi

Weatherford, TX

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Weatherford, TX

UnscoredLimited · 5
$10,22194,689 mi

Comparison: 5 similar vehicles

Weatherford, TX

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Weatherford, TX

UnscoredLimited · 8
$10,224134,282 mi

Comparison: 8 similar vehicles

Weatherford, TX

2014 Buick Encore Base

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

2014 Buick Encore Base

Weatherford, TX

UnscoredInsufficient · 0
$10,72579,485 mi

Weatherford, TX

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Granbury, TX

UnscoredModerate · 20
$10,82694,254 mi

Comparison: 20 similar vehicles

Granbury, TX

2017 GMC Terrain SLE-2

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

2017 GMC Terrain SLE-2

Granbury, TX

UnscoredInsufficient · 4
$10,91991,139 mi

Comparison: 4 similar vehicles

Granbury, TX

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Hudson Oaks, TX

Fair PriceLimited · 12
$10,993104,280 mi

Market: $10,400 – $21,995

Comparison: 12 similar vehicles

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

Hudson Oaks, TX

2012 Chevrolet Tahoe Fleet

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

2012 Chevrolet Tahoe Fleet

Eastland, TX

UnscoredInsufficient · 3
$10,995163,316 mi

Comparison: 3 similar vehicles

Eastland, TX

2010 Chevrolet Tahoe LS

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

2010 Chevrolet Tahoe LS

Eastland, TX

UnscoredInsufficient · 0
$10,995155,812 mi

Eastland, TX

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Granbury, TX

UnscoredLimited · 5
$10,995185,120 mi

Comparison: 5 similar vehicles

Granbury, TX

2010 Lexus RX 350

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

2010 Lexus RX 350

Weatherford, TX

UnscoredModerate · 20
$11,206132,681 mi

Comparison: 20 similar vehicles

Weatherford, TX

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

Comanche, TX

Fair PriceLimited · 14
$11,215106,637 mi

Market: $5,999 – $14,220

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Comanche, TX

2007 Chevrolet Suburban LS

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

2007 Chevrolet Suburban LS

Breckenridge, TX

UnscoredInsufficient · 0
$11,215160,471 mi

Breckenridge, TX

2019 Alfa Romeo Stelvio Ti Lusso

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

2019 Alfa Romeo Stelvio Ti Lusso

Weatherford, TX

UnscoredInsufficient · 0
$11,224111,000 mi

Weatherford, TX

2016 Mercedes-Benz GLA-Class GLA250

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

2016 Mercedes-Benz GLA-Class GLA250

Hudson Oaks, TX

Fair PriceLimited · 16
$11,27491,800 mi

Market: $8,995 – $19,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Hudson Oaks, TX

2014 Jeep Wrangler Unlimited Willys Wheeler

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

2014 Jeep Wrangler Unlimited Willys Wheeler

Weatherford, TX

UnscoredInsufficient · 0
$11,274145,089 mi

Weatherford, TX

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Granbury, TX

UnscoredLimited · 5
$11,31758,452 mi

Comparison: 5 similar vehicles

Granbury, 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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