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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 · November 10, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

366 listings found

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Pine Bluff, AR

UnscoredInsufficient · 3
$3,995180,254 mi

Comparison: 3 similar vehicles

Pine Bluff, AR

2008 Audi A4 Base

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

2008 Audi A4 Base

Pine Bluff, AR

UnscoredInsufficient · 0
$4,590204,998 mi

Pine Bluff, AR

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Pine Bluff, AR

UnscoredInsufficient · 0
$6,500140,287 mi

Pine Bluff, AR

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Pine Bluff, AR

UnscoredInsufficient · 3
$6,875125,206 mi

Comparison: 3 similar vehicles

Pine Bluff, AR

2014 Hyundai Accent GLS

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

2014 Hyundai Accent GLS

DeWitt, AR

UnscoredInsufficient · 0
$7,995157,793 mi

DeWitt, AR

2014 Honda Accord LX

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

2014 Honda Accord LX

Cleveland, MS

Unscored
$8,509221,605 mi

Comparison: 9 similar vehicles

Cleveland, MS

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Stuttgart, AR

UnscoredInsufficient · 3
$8,94790,037 mi

Comparison: 3 similar vehicles

Stuttgart, AR

2019 Toyota Camry LE

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

2019 Toyota Camry LE

Pine Bluff, AR

Unscored
$8,99598,223 mi

Comparison: 33 similar vehicles

Pine Bluff, AR

2014 Nissan Sentra SR

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

2014 Nissan Sentra SR

Cleveland, MS

UnscoredInsufficient · 0
$9,34059,632 mi

Cleveland, MS

2014 Dodge Dart GT

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

2014 Dodge Dart GT

Pine Bluff, AR

UnscoredInsufficient · 0
$9,375126,766 mi

Pine Bluff, AR

2014 Hyundai Equus Signature

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

2014 Hyundai Equus Signature

Pine Bluff, AR

UnscoredInsufficient · 0
$9,488112,181 mi

Pine Bluff, AR

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Monticello, AR

Unscored
$9,628132,884 mi

Comparison: 17 similar vehicles

Monticello, AR

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Pine Bluff, AR

Fair PriceModerate · 25
$9,70099,895 mi

Market: $8,800 – $11,900

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Pine Bluff, AR

2019 Kia RIO S

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

2019 Kia RIO S

DeWitt, AR

UnscoredInsufficient · 0
$9,995134,091 mi

DeWitt, AR

2015 Honda Accord LX

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

2015 Honda Accord LX

Pine Bluff, AR

Unscored
$10,500172,000 mi

Comparison: 8 similar vehicles

Pine Bluff, AR

2016 Kia Optima LX

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

2016 Kia Optima LX

DeWitt, AR

Unscored
$10,995153,930 mi

Comparison: 14 similar vehicles

DeWitt, AR

2022 Kia Rio S

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

2022 Kia Rio S

Greenville, MS

UnscoredInsufficient · 0
$11,987105,237 mi

Greenville, MS

2018 Nissan Altima SL

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

2018 Nissan Altima SL

DeWitt, AR

Unscored
$11,995132,349 mi

Comparison: 21 similar vehicles

DeWitt, AR

2018 Kia Optima LX

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

2018 Kia Optima LX

DeWitt, AR

Unscored
$11,995144,725 mi

Comparison: 24 similar vehicles

DeWitt, AR

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

DeWitt, AR

Fair PriceRobust · 75
$11,995116,137 mi

Market: $6,500 – $14,599

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 208 days listed (based on current market benchmarks)

DeWitt, AR

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

DeWitt, AR

OverpricedModerate · 20
$11,995126,278 mi

Market: $4,000 – $10,995

Comparison: 20 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

DeWitt, AR

2015 Kia Optima LX

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

2015 Kia Optima LX

DeWitt, AR

Unscored
$11,995123,569 mi

Comparison: 24 similar vehicles

DeWitt, AR

2017 Honda Civic LX

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

2017 Honda Civic LX

Greenville, MS

UnscoredInsufficient · 0
$12,313131,888 mi

Greenville, MS

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Cleveland, MS

Unscored
$12,420128,848 mi

Comparison: 9 similar vehicles

Cleveland, MS

2013 Mercedes-Benz E-Class E350 Luxury

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

2013 Mercedes-Benz E-Class E350 Luxury

Cleveland, MS

UnscoredInsufficient · 0
$13,417144,569 mi

Cleveland, MS

2009 Acura RL Base

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

2009 Acura RL Base

Cleveland, MS

UnscoredInsufficient · 0
$13,420103,436 mi

Cleveland, MS

2019 Chevrolet Impala 1LT

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

2019 Chevrolet Impala 1LT

Greenville, MS

Unscored
$13,958114,368 mi

Comparison: 30 similar vehicles

Greenville, MS

2018 Kia Optima LX

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

2018 Kia Optima LX

DeWitt, AR

Unscored
$13,995136,179 mi

Comparison: 24 similar vehicles

DeWitt, AR

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Monticello, AR

Fair PriceModerate · 22
$14,02882,322 mi

Market: $6,300 – $18,923

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Monticello, AR

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Greenville, MS

Unscored
$14,300144,986 mi

Comparison: 13 similar vehicles

Greenville, MS

2018 Hyundai Elantra Sport

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

2018 Hyundai Elantra Sport

Cleveland, MS

OverpricedLimited · 15
$14,420105,131 mi

Market: $13,125 – $13,666

Comparison: 15 similar vehicles

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

Cleveland, MS

2021 Kia K5 LX

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

2021 Kia K5 LX

Pine Bluff, AR

UnscoredInsufficient · 0
$14,800111,801 mi

Pine Bluff, AR

2013 Lexus ES 350

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

2013 Lexus ES 350

Greenville, MS

Unscored
$14,883150,409 mi

Comparison: 7 similar vehicles

Greenville, MS

2011 Lexus LS Base

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

2011 Lexus LS Base

Pine Bluff, AR

UnscoredInsufficient · 0
$15,500120,192 mi

Pine Bluff, AR

2024 Nissan Altima SR

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

2024 Nissan Altima SR

Greenville, MS

Unscored
$15,56977,548 mi

Comparison: 112 similar vehicles

Greenville, MS

2025 Nissan Versa Sedan S

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

2025 Nissan Versa Sedan S

Monticello, AR

UnscoredInsufficient · 0
$15,62845,309 mi

Monticello, AR

2018 Nissan Altima SR

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

2018 Nissan Altima SR

Cleveland, MS

Fair PriceLimited · 15
$15,72678,767 mi

Market: $6,091 – $15,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Cleveland, MS

2019 Nissan Altima S

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

2019 Nissan Altima S

Cleveland, MS

Fair PriceModerate · 34
$15,743107,884 mi

Market: $10,995 – $16,999

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Cleveland, MS

2020 Honda Accord Sport

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

2020 Honda Accord Sport

Greenville, MS

Unscored
$15,985141,754 mi

Comparison: 68 similar vehicles

Greenville, MS

2019 Kia FORTE FE

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

2019 Kia FORTE FE

DeWitt, AR

UnscoredInsufficient · 3
$15,99560,825 mi

Comparison: 3 similar vehicles

DeWitt, AR

2021 Chevrolet Malibu 1LS

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

2021 Chevrolet Malibu 1LS

Pine Bluff, AR

UnscoredInsufficient · 4
$15,99982,547 mi

Comparison: 4 similar vehicles

Pine Bluff, AR

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Greenville, MS

Fair PriceModerate · 43
$16,08487,637 mi

Market: $9,500 – $22,875

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Greenville, MS

2020 Honda Accord Sport

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

2020 Honda Accord Sport

White Hall, AR

Fair PriceRobust · 60
$16,254116,084 mi

Market: $13,995 – $24,900

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

White Hall, AR

2018 Nissan Altima S

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

2018 Nissan Altima S

Cleveland, MS

UnscoredInsufficient · 0
$16,35147,303 mi

Cleveland, MS

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Cleveland, MS

Fair PriceModerate · 39
$16,42185,243 mi

Market: $4,819 – $16,999

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Cleveland, MS

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Greenville, MS

Fair PriceLimited · 11
$16,44060,108 mi

Market: $9,900 – $16,500

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Greenville, MS

2019 Hyundai Sonata SEL

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

2019 Hyundai Sonata SEL

Dumas, AR

UnscoredInsufficient · 0
$16,500100,021 mi

Dumas, AR

2025 Nissan Versa Sedan S

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

2025 Nissan Versa Sedan S

Greenville, MS

UnscoredInsufficient · 0
$16,66750,514 mi

Greenville, MS

2022 Kia FORTE LXS

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

2022 Kia FORTE LXS

Greenville, MS

UnscoredInsufficient · 0
$16,98051,909 mi

Greenville, MS

2017 Buick LaCrosse Premium

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

2017 Buick LaCrosse Premium

Stuttgart, AR

UnscoredInsufficient · 3
$16,99883,741 mi

Comparison: 3 similar vehicles

Stuttgart, AR

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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