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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

160 listings found

2011 Toyota Prius III

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

2011 Toyota Prius III

Farmington, AR

UnscoredInsufficient · 3
$5,900137,119 mi

Comparison: 3 similar vehicles

Farmington, AR

2007 Toyota Prius Touring

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

2007 Toyota Prius Touring

Pine Bluff, AR

UnscoredInsufficient · 0
$5,995188,000 mi

Pine Bluff, AR

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Cabot, AR

UnscoredInsufficient · 0
$5,999250,432 mi

Cabot, AR

2010 Toyota Prius I

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

2010 Toyota Prius I

Austin, AR

UnscoredInsufficient · 0
$6,000234,670 mi

Austin, AR

2014 Toyota Prius One

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

2014 Toyota Prius One

Conway, AR

UnscoredInsufficient · 0
$6,995205,521 mi

Conway, AR

2011 Honda Insight EX

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

2011 Honda Insight EX

Fayetteville, AR

UnscoredInsufficient · 0
$7,655134,406 mi

Fayetteville, AR

2011 Toyota Prius III

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

2011 Toyota Prius III

Conway, AR

UnscoredInsufficient · 0
$7,995167,018 mi

Conway, AR

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Fayetteville, AR

UnscoredInsufficient · 0
$8,424154,000 mi

Fayetteville, AR

2018 Ford Fusion Hybrid SE

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

2018 Ford Fusion Hybrid SE

Russellville, AR

UnscoredLimited · 10
$8,500161,164 mi

Comparison: 10 similar vehicles

Russellville, AR

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Harrison, AR

UnscoredLimited · 5
$8,950215,367 mi

Comparison: 5 similar vehicles

Harrison, AR

2017 Hyundai Sonata Hybrid Base

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

2017 Hyundai Sonata Hybrid Base

Cabot, AR

UnscoredInsufficient · 0
$8,995131,927 mi

Cabot, AR

2014 Toyota Prius One

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

2014 Toyota Prius One

Harrison, AR

UnscoredInsufficient · 0
$9,950Mileage not verified

Harrison, AR

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Hot Springs, AR

UnscoredInsufficient · 0
$9,999156,796 mi

Hot Springs, AR

2010 Toyota Prius IV

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

2010 Toyota Prius IV

Little Rock, AR

UnscoredInsufficient · 0
$11,195Mileage not verified

Little Rock, AR

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Hot Springs, AR

UnscoredLimited · 5
$11,225101,813 mi

Comparison: 5 similar vehicles

Hot Springs, AR

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Greenbrier, AR

UnscoredLimited · 7
$11,500118,364 mi

Comparison: 7 similar vehicles

Greenbrier, AR

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Heber Springs, AR

UnscoredInsufficient · 0
$11,90049,207 mi

Heber Springs, AR

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Rogers, AR

Fair PriceLimited · 16
$12,99979,740 mi

Market: $7,250 – $14,950

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Rogers, AR

2019 Kia Niro EX

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

2019 Kia Niro EX

Conway, AR

UnscoredInsufficient · 0
$13,69995,789 mi

Conway, AR

2018 Hyundai Sonata Hybrid Limited

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

2018 Hyundai Sonata Hybrid Limited

Jonesboro, AR

UnscoredInsufficient · 0
$13,98883,255 mi

Jonesboro, AR

2012 Toyota Prius One

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

2012 Toyota Prius One

El Dorado, AR

UnscoredInsufficient · 0
$13,99571,956 mi

El Dorado, AR

2017 Chrysler Pacifica Hybrid Platinum

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

2017 Chrysler Pacifica Hybrid Platinum

Bentonville, AR

UnscoredInsufficient · 0
$14,486125,245 mi

Bentonville, AR

2013 Toyota Prius One

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

2013 Toyota Prius One

West Memphis, AR

UnscoredInsufficient · 0
$14,790114,280 mi

West Memphis, AR

2018 Kia Niro Touring

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

2018 Kia Niro Touring

West Memphis, AR

UnscoredInsufficient · 0
$15,590100,977 mi

West Memphis, AR

2020 Ford Fusion Hybrid SE

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

2020 Ford Fusion Hybrid SE

West Memphis, AR

UnscoredInsufficient · 0
$15,99088,406 mi

West Memphis, AR

2018 Hyundai Sonata Hybrid Limited

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

2018 Hyundai Sonata Hybrid Limited

Rogers, AR

UnscoredLimited · 5
$16,99879,132 mi

Comparison: 5 similar vehicles

Rogers, AR

2022 Hyundai Sonata Hybrid Blue

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

2022 Hyundai Sonata Hybrid Blue

Jonesboro, AR

UnscoredInsufficient · 0
$17,12998,124 mi

Jonesboro, AR

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Harrison, AR

UnscoredInsufficient · 0
$17,95063,713 mi

Harrison, AR

2019 Honda Insight Touring

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

2019 Honda Insight Touring

Bryant, AR

UnscoredInsufficient · 0
$19,80068,893 mi

Bryant, AR

2017 Toyota Prius Three Touring

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

2017 Toyota Prius Three Touring

Little Rock, AR

UnscoredInsufficient · 0
$20,124103,240 mi

Little Rock, AR

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Harrison, AR

Fair PriceModerate · 38
$20,75474,330 mi

Market: $19,379 – $23,879

Comparison: 38 similar vehicles

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

Harrison, AR

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Conway, AR

Fair PriceModerate · 28
$20,79967,895 mi

Market: $18,481 – $23,879

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Conway, AR

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

West Memphis, AR

Fair PriceLimited · 17
$20,99067,983 mi

Market: $18,997 – $24,028

Comparison: 17 similar vehicles

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

West Memphis, AR

2020 Ford Fusion Hybrid SE

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

2020 Ford Fusion Hybrid SE

West Memphis, AR

UnscoredInsufficient · 0
$20,99025,946 mi

West Memphis, AR

2021 Chrysler Pacifica Hybrid Touring L

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

2021 Chrysler Pacifica Hybrid Touring L

Little Rock, AR

UnscoredLimited · 5
$21,12970,345 mi

Comparison: 5 similar vehicles

Little Rock, AR

2025 Kia Niro LX

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

2025 Kia Niro LX

North Little Rock, AR

UnscoredInsufficient · 3
$21,52023,092 mi

Comparison: 3 similar vehicles

North Little Rock, AR

2021 Honda Insight Touring

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

2021 Honda Insight Touring

West Memphis, AR

UnscoredInsufficient · 0
$21,59082,596 mi

West Memphis, AR

2024 Kia Niro Wind

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

2024 Kia Niro Wind

West Memphis, AR

UnscoredInsufficient · 0
$21,99026,601 mi

West Memphis, AR

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

West Memphis, AR

Fair PriceLimited · 17
$21,99064,139 mi

Market: $18,997 – $24,028

Comparison: 17 similar vehicles

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

West Memphis, AR

2025 Kia Niro LX

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

2025 Kia Niro LX

Arkadelphia, AR

UnscoredInsufficient · 0
$22,48945,548 mi

Arkadelphia, AR

2025 Kia Niro LX

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

2025 Kia Niro LX

Siloam Springs, AR

UnscoredInsufficient · 0
$22,69630,543 mi

Siloam Springs, AR

2023 Chrysler Pacifica Hybrid Limited

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

2023 Chrysler Pacifica Hybrid Limited

Harrison, AR

UnscoredInsufficient · 3
$22,85056,661 mi

Comparison: 3 similar vehicles

Harrison, AR

2025 Kia Niro LX

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

2025 Kia Niro LX

Clinton, AR

Fair PriceLimited · 16
$23,34824,359 mi

Market: $21,520 – $24,479

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Clinton, AR

2021 Hyundai Sonata Hybrid Limited

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

2021 Hyundai Sonata Hybrid Limited

Mountain Home, AR

UnscoredInsufficient · 0
$24,90062,747 mi

Mountain Home, AR

2020 Toyota Prius Prime XLE

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

2020 Toyota Prius Prime XLE

West Memphis, AR

UnscoredInsufficient · 0
$24,99047,313 mi

West Memphis, AR

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Little Rock, AR

UnscoredInsufficient · 0
$24,99529,294 mi

Little Rock, AR

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Russellville, AR

UnscoredModerate · 34
$25,38834,556 mi

Comparison: 34 similar vehicles

Russellville, AR

2022 Toyota Prius Prime XLE

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

2022 Toyota Prius Prime XLE

Bentonville, AR

UnscoredInsufficient · 0
$25,49242,969 mi

Bentonville, AR

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Benton, AR

UnscoredInsufficient · 0
$25,60812,217 mi

Benton, AR

2021 Toyota Prius LE

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

2021 Toyota Prius LE

Fayetteville, AR

UnscoredInsufficient · 0
$25,72742,224 mi

Fayetteville, AR

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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