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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

1,018 listings found

2011 Nissan Armada Platinum

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

2011 Nissan Armada Platinum

Pine Bluff, AR

UnscoredInsufficient · 0
$2,997268,564 mi

Pine Bluff, AR

2002 Jeep Grand Cherokee LAREDO

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

2002 Jeep Grand Cherokee LAREDO

Pine Bluff, AR

UnscoredInsufficient · 0
$3,125Mileage not verified

Pine Bluff, AR

2007 Ford Expedition Eddie Bauer

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

2007 Ford Expedition Eddie Bauer

Pine Bluff, AR

UnscoredInsufficient · 3
$4,995137,091 mi

Comparison: 3 similar vehicles

Pine Bluff, AR

2006 Ford Freestyle SE

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

2006 Ford Freestyle SE

Star City, AR

UnscoredInsufficient · 0
$5,500132,007 mi

Star City, AR

2014 GMC Yukon XL Denali

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

2014 GMC Yukon XL Denali

Pine Bluff, AR

UnscoredInsufficient · 0
$6,500232,638 mi

Pine Bluff, AR

2015 Lincoln Navigator Base

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

2015 Lincoln Navigator Base

Pine Bluff, AR

UnscoredInsufficient · 0
$8,268219,198 mi

Pine Bluff, AR

2015 Nissan Murano Platinum

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

2015 Nissan Murano Platinum

Pine Bluff, AR

UnscoredLimited · 5
$8,997157,852 mi

Comparison: 5 similar vehicles

Pine Bluff, AR

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Pine Bluff, AR

UnscoredInsufficient · 0
$9,475167,358 mi

Pine Bluff, AR

2018 Audi Q3 Premium

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

2018 Audi Q3 Premium

Greenville, MS

UnscoredInsufficient · 3
$9,500117,000 mi

Comparison: 3 similar vehicles

Greenville, MS

2011 Cadillac Escalade Base

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

2011 Cadillac Escalade Base

Star City, AR

UnscoredInsufficient · 0
$9,500165,010 mi

Star City, AR

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Fordyce, AR

UnscoredModerate · 39
$9,999152,148 mi

Comparison: 39 similar vehicles

Fordyce, AR

2016 GMC Terrain SLT

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

2016 GMC Terrain SLT

White Hall, AR

UnscoredInsufficient · 4
$10,900101,279 mi

Comparison: 4 similar vehicles

White Hall, AR

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Pine Bluff, AR

OverpricedLimited · 16
$12,500124,108 mi

Market: $6,900 – $9,125

Comparison: 16 similar vehicles

Priced ~37% above the typical market range for similar vehicles (based on current market benchmarks)

Pine Bluff, AR

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Pine Bluff, AR

UnscoredLimited · 7
$12,776110,262 mi

Comparison: 7 similar vehicles

Pine Bluff, AR

2020 Ford Ecosport Titanium

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

2020 Ford Ecosport Titanium

Pine Bluff, AR

UnscoredInsufficient · 0
$12,90080,898 mi

Pine Bluff, AR

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Crossett, AR

Fair PriceModerate · 24
$12,900106,950 mi

Market: $6,900 – $12,990

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Crossett, AR

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Pine Bluff, AR

Fair PriceModerate · 39
$12,900109,609 mi

Market: $8,500 – $16,120

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Pine Bluff, AR

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Pine Bluff, AR

OverpricedLimited · 16
$12,900100,267 mi

Market: $10,420 – $11,995

Comparison: 16 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Pine Bluff, AR

2013 Chevrolet Tahoe LT

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

2013 Chevrolet Tahoe LT

Greenville, MS

UnscoredLimited · 14
$12,942142,262 mi

Comparison: 14 similar vehicles

Greenville, MS

2013 GMC Yukon XL SLT

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

2013 GMC Yukon XL SLT

White Hall, AR

UnscoredInsufficient · 0
$13,123146,967 mi

White Hall, AR

2021 Chevrolet Trax LS

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

2021 Chevrolet Trax LS

Pine Bluff, AR

OverpricedModerate · 22
$13,99969,999 mi

Market: $5,958 – $13,229

Comparison: 22 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Pine Bluff, AR

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Crossett, AR

UnscoredInsufficient · 3
$14,000117,543 mi

Comparison: 3 similar vehicles

Crossett, AR

2011 Toyota 4Runner SR5

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

2011 Toyota 4Runner SR5

Greenville, MS

UnscoredInsufficient · 0
$14,030183,919 mi

Greenville, MS

2020 Nissan Armada SL

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

2020 Nissan Armada SL

Greenville, MS

UnscoredRobust · 61
$14,439140,381 mi

Comparison: 61 similar vehicles

Greenville, MS

2016 Jeep Cherokee Altitude

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

2016 Jeep Cherokee Altitude

Star City, AR

UnscoredInsufficient · 0
$14,50083,008 mi

Star City, AR

2020 Dodge Journey Crossroad

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

2020 Dodge Journey Crossroad

Pine Bluff, AR

Fair PriceModerate · 30
$14,70086,745 mi

Market: $10,995 – $15,988

Comparison: 30 similar vehicles

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

Pine Bluff, AR

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Crossett, AR

Fair PriceLimited · 14
$14,900118,471 mi

Market: $8,900 – $16,900

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Crossett, AR

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Crossett, AR

OverpricedLimited · 13
$14,900118,473 mi

Market: $9,000 – $13,900

Comparison: 13 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Crossett, AR

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

Greenville, MS

UnscoredRobust · 54
$14,970182,772 mi

Comparison: 54 similar vehicles

Greenville, MS

2021 Buick Encore Preferred

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

2021 Buick Encore Preferred

Crossett, AR

OverpricedLimited · 14
$15,000102,105 mi

Market: $13,295 – $13,424

Comparison: 14 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Crossett, AR

2021 Jeep Compass Latitude

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

2021 Jeep Compass Latitude

Monticello, AR

Fair PriceLimited · 12
$15,12887,403 mi

Market: $12,396 – $18,950

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Monticello, AR

2021 Hyundai Kona SEL Plus

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

2021 Hyundai Kona SEL Plus

Monticello, AR

UnscoredInsufficient · 0
$15,12881,301 mi

Monticello, AR

2020 Nissan Armada SL

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

2020 Nissan Armada SL

Monticello, AR

UnscoredRobust · 66
$15,128137,926 mi

Comparison: 66 similar vehicles

Monticello, AR

2017 Ford Escape SE

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

2017 Ford Escape SE

Pine Bluff, AR

OverpricedRobust · 69
$15,500124,223 mi

Market: $4,995 – $13,995

Comparison: 69 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Pine Bluff, AR

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Pine Bluff, AR

UnscoredLimited · 8
$15,500133,741 mi

Comparison: 8 similar vehicles

Pine Bluff, AR

2018 Jeep Wrangler JK Unlimited Sport

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

2018 Jeep Wrangler JK Unlimited Sport

Fordyce, AR

UnscoredInsufficient · 0
$15,670145,322 mi

Fordyce, AR

2018 GMC Terrain Denali

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

2018 GMC Terrain Denali

Fordyce, AR

UnscoredInsufficient · 0
$15,927113,407 mi

Fordyce, AR

2019 Cadillac XT4 Premium Luxury

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

2019 Cadillac XT4 Premium Luxury

Fordyce, AR

Fair PriceModerate · 21
$15,990119,824 mi

Market: $14,900 – $20,879

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Fordyce, AR

2016 Toyota Highlander Limited

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

2016 Toyota Highlander Limited

Pine Bluff, AR

UnscoredModerate · 48
$15,995157,675 mi

Comparison: 48 similar vehicles

Pine Bluff, AR

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Greenville, MS

UnscoredInsufficient · 0
$16,03630,383 mi

Greenville, MS

2019 Honda HR-V EX

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

2019 Honda HR-V EX

White Hall, AR

UnscoredInsufficient · 0
$16,50077,472 mi

White Hall, AR

2019 Honda Pilot Touring

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

2019 Honda Pilot Touring

Greenville, MS

UnscoredModerate · 31
$16,521159,252 mi

Comparison: 31 similar vehicles

Greenville, MS

2024 Nissan Kicks S

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

2024 Nissan Kicks S

Fordyce, AR

Fair PriceLimited · 13
$16,90062,725 mi

Market: $12,900 – $17,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Fordyce, AR

2008 Toyota FJ Cruiser Base

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

2008 Toyota FJ Cruiser Base

Fordyce, AR

UnscoredInsufficient · 0
$16,999111,342 mi

Fordyce, AR

2020 Jeep Grand Cherokee Trailhawk

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

2020 Jeep Grand Cherokee Trailhawk

Greenville, MS

UnscoredLimited · 5
$17,220112,530 mi

Comparison: 5 similar vehicles

Greenville, MS

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

White Hall, AR

OverpricedModerate · 32
$17,72979,967 mi

Market: $9,500 – $16,133

Comparison: 32 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

White Hall, AR

2021 Buick Envision Avenir

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

2021 Buick Envision Avenir

Fordyce, AR

UnscoredInsufficient · 4
$17,774122,825 mi

Comparison: 4 similar vehicles

Fordyce, AR

2020 Kia Sorento LX

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

2020 Kia Sorento LX

Greenville, MS

OverpricedLimited · 17
$17,92086,823 mi

Market: $7,900 – $16,998

Comparison: 17 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Greenville, MS

2024 Nissan Kicks S

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

2024 Nissan Kicks S

Pine Bluff, AR

OverpricedLimited · 13
$17,99961,575 mi

Market: $12,900 – $16,900

Comparison: 13 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Pine Bluff, AR

2023 Hyundai Venue Limited

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

2023 Hyundai Venue Limited

Greenville, MS

UnscoredInsufficient · 0
$17,99972,433 mi

Greenville, MS

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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