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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 20, 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

1,561 listings found

No Photo

2011 Kia Sorento EX

Bonham, TX

UnscoredInsufficient · 4
$1,995260,411 mi

Comparison: 4 similar vehicles

Bonham, TX

2013 Nissan Pathfinder Platinum

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

2013 Nissan Pathfinder Platinum

Greenville, TX

UnscoredInsufficient · 4
$3,500185,797 mi

Comparison: 4 similar vehicles

Greenville, TX

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Greenville, TX

UnscoredLimited · 16
$3,500199,254 mi

Comparison: 16 similar vehicles

Greenville, TX

2006 Toyota Sequoia Limited

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

2006 Toyota Sequoia Limited

Greenville, TX

UnscoredInsufficient · 0
$4,400291,106 mi

Greenville, TX

1999 Honda CR-V LX

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

1999 Honda CR-V LX

Greenville, TX

UnscoredInsufficient · 0
$4,400211,295 mi

Greenville, TX

2018 Ford Escape SE

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

2018 Ford Escape SE

Bonham, TX

UnscoredRobust · 105
$5,220210,937 mi

Comparison: 105 similar vehicles

Bonham, TX

2016 BMW X3 xDrive28i

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

2016 BMW X3 xDrive28i

Greenville, TX

UnscoredModerate · 27
$5,400181,757 mi

Comparison: 27 similar vehicles

Greenville, TX

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Antlers, OK

UnscoredModerate · 32
$5,500170,609 mi

Comparison: 32 similar vehicles

Antlers, OK

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

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Commerce, TX

UnscoredLimited · 19
$5,999203,931 mi

Comparison: 19 similar vehicles

Commerce, TX

2013 Mercedes-Benz GL-Class GL450

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

2013 Mercedes-Benz GL-Class GL450

Bonham, TX

UnscoredLimited · 12
$5,999161,064 mi

Comparison: 12 similar vehicles

Bonham, TX

2010 Chevrolet Tahoe LTZ

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

2010 Chevrolet Tahoe LTZ

Greenville, TX

UnscoredLimited · 7
$6,400202,637 mi

Comparison: 7 similar vehicles

Greenville, TX

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Sulphur Springs, TX

UnscoredInsufficient · 0
$6,950146,050 mi

Sulphur Springs, TX

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Commerce, TX

UnscoredModerate · 30
$7,223151,798 mi

Comparison: 30 similar vehicles

Commerce, TX

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Antlers, OK

UnscoredRobust · 80
$7,273143,872 mi

Comparison: 80 similar vehicles

Antlers, OK

2017 Nissan Juke SL

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

2017 Nissan Juke SL

Commerce, TX

UnscoredInsufficient · 0
$7,499134,657 mi

Commerce, 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 · 25
$7,822202,867 mi

Comparison: 25 similar vehicles

Mount Pleasant, TX

2006 Chevrolet Equinox LT

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

2006 Chevrolet Equinox LT

Paris, TX

UnscoredInsufficient · 0
$7,937144,953 mi

Paris, TX

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Bonham, TX

UnscoredLimited · 17
$7,999126,377 mi

Comparison: 17 similar vehicles

Bonham, TX

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Sulphur Springs, TX

Fair PriceModerate · 29
$8,18496,280 mi

Market: $3,999 – $11,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Sulphur Springs, TX

2020 Ford Escape SE

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

2020 Ford Escape SE

Commerce, TX

Great DealRobust · 69
$8,783111,396 mi

Market: $9,400 – $20,999

Comparison: 69 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 10 days listed (based on current market benchmarks)

Commerce, TX

2013 Nissan Pathfinder Platinum

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

2013 Nissan Pathfinder Platinum

Antlers, OK

Fair PriceLimited · 13
$8,841113,407 mi

Market: $3,500 – $10,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Antlers, OK

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Greenville, TX

Fair PriceModerate · 34
$8,95085,368 mi

Market: $5,900 – $14,500

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Greenville, TX

2011 Chevrolet Suburban LS

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

2011 Chevrolet Suburban LS

Bonham, TX

UnscoredLimited · 5
$8,999162,451 mi

Comparison: 5 similar vehicles

Bonham, TX

2019 Ford Escape SE

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

2019 Ford Escape SE

Paris, TX

Fair PriceModerate · 38
$9,218112,244 mi

Market: $6,893 – $18,998

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Paris, TX

2017 Kia Sportage LX

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

2017 Kia Sportage LX

Greenville, TX

Fair PriceModerate · 29
$9,21999,752 mi

Market: $3,995 – $14,590

Comparison: 29 similar vehicles

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

Greenville, TX

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Antlers, OK

UnscoredLimited · 15
$9,258125,245 mi

Comparison: 15 similar vehicles

Antlers, OK

2012 Land Rover Range Rover HSE

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

2012 Land Rover Range Rover HSE

Greenville, TX

UnscoredInsufficient · 0
$9,900120,157 mi

Greenville, TX

2016 Buick Enclave Premium

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

2016 Buick Enclave Premium

Mount Pleasant, TX

UnscoredLimited · 15
$9,995154,482 mi

Comparison: 15 similar vehicles

Mount Pleasant, TX

2016 Volvo XC60 Premier

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

2016 Volvo XC60 Premier

Paris, TX

UnscoredLimited · 13
$10,307131,995 mi

Comparison: 13 similar vehicles

Paris, TX

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Sulphur Springs, TX

UnscoredLimited · 6
$10,472152,987 mi

Comparison: 6 similar vehicles

Sulphur Springs, TX

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Antlers, OK

UnscoredRobust · 192
$10,867125,773 mi

Comparison: 192 similar vehicles

Antlers, OK

2020 Nissan Kicks S

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

2020 Nissan Kicks S

Sulphur Springs, TX

Fair PriceLimited · 17
$10,99099,019 mi

Market: $5,900 – $16,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Sulphur Springs, TX

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Sulphur Springs, TX

UnscoredModerate · 36
$10,991140,822 mi

Comparison: 36 similar vehicles

Sulphur Springs, TX

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Greenville, TX

UnscoredLimited · 15
$10,995211,415 mi

Comparison: 15 similar vehicles

Greenville, TX

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Bonham, TX

UnscoredModerate · 39
$10,999139,647 mi

Comparison: 39 similar vehicles

Bonham, TX

2018 Nissan Kicks SR

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

2018 Nissan Kicks SR

Mount Pleasant, TX

UnscoredLimited · 9
$11,252106,006 mi

Comparison: 9 similar vehicles

Mount Pleasant, TX

2017 Nissan Armada Platinum

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

2017 Nissan Armada Platinum

Paris, TX

UnscoredRobust · 66
$11,818149,998 mi

Comparison: 66 similar vehicles

Paris, TX

2012 Toyota Highlander Limited

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

2012 Toyota Highlander Limited

Bonham, TX

UnscoredModerate · 38
$11,990159,918 mi

Comparison: 38 similar vehicles

Bonham, 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

Greenville, TX

UnscoredLimited · 19
$11,995145,256 mi

Comparison: 19 similar vehicles

Greenville, TX

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Bonham, TX

UnscoredRobust · 69
$11,999137,583 mi

Comparison: 69 similar vehicles

Bonham, TX

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Bonham, TX

UnscoredRobust · 78
$11,999172,633 mi

Comparison: 78 similar vehicles

Bonham, TX

2016 Jeep Renegade Limited

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

2016 Jeep Renegade Limited

Sulphur Springs, TX

UnscoredLimited · 6
$12,22475,223 mi

Comparison: 6 similar vehicles

Sulphur Springs, TX

2018 Chevrolet Traverse High Country

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

2018 Chevrolet Traverse High Country

Paris, TX

UnscoredLimited · 13
$12,365262,576 mi

Comparison: 13 similar vehicles

Paris, TX

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Commerce, TX

Fair PriceRobust · 66
$12,50095,603 mi

Market: $7,950 – $21,999

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Commerce, TX

2018 Ford Expedition Limited

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

2018 Ford Expedition Limited

Sulphur Springs, TX

UnscoredModerate · 44
$12,500170,113 mi

Comparison: 44 similar vehicles

Sulphur Springs, TX

2016 Lincoln Navigator Reserve

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

2016 Lincoln Navigator Reserve

Sulphur Springs, TX

UnscoredInsufficient · 0
$12,500149,253 mi

Sulphur Springs, TX

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Sulphur Springs, TX

UnscoredRobust · 76
$12,641174,376 mi

Comparison: 76 similar vehicles

Sulphur Springs, TX

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Paris, TX

Fair PriceLimited · 13
$12,85469,422 mi

Market: $7,490 – $18,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Paris, TX

2017 Mercedes-Benz GLS-Class GLS450

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

2017 Mercedes-Benz GLS-Class GLS450

Greenville, TX

UnscoredLimited · 8
$12,950149,187 mi

Comparison: 8 similar vehicles

Greenville, 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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