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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

833 listings found

2017 Volkswagen Passat R-Line

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

2017 Volkswagen Passat R-Line

Texarkana, TX

UnscoredModerate · 22
$4,470203,463 mi

Comparison: 22 similar vehicles

Texarkana, TX

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Texarkana, TX

UnscoredModerate · 22
$4,500220,515 mi

Comparison: 22 similar vehicles

Texarkana, TX

2009 Chevrolet Cobalt LS

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

2009 Chevrolet Cobalt LS

Texarkana, TX

UnscoredInsufficient · 0
$4,900122,065 mi

Texarkana, TX

2006 Toyota Avalon Limited

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

2006 Toyota Avalon Limited

Hope, AR

UnscoredInsufficient · 0
$4,975218,020 mi

Hope, AR

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Texarkana, AR

UnscoredLimited · 8
$5,450120,635 mi

Comparison: 8 similar vehicles

Texarkana, AR

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Nashville, AR

UnscoredLimited · 5
$6,125141,636 mi

Comparison: 5 similar vehicles

Nashville, AR

2013 Chevrolet Malibu 1SA

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

2013 Chevrolet Malibu 1SA

Texarkana, TX

UnscoredInsufficient · 0
$6,450201,830 mi

Texarkana, TX

2019 Nissan Versa Sedan SV

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

2019 Nissan Versa Sedan SV

De Queen, AR

Fair PriceLimited · 11
$6,900115,450 mi

Market: $5,900 – $9,999

Comparison: 11 similar vehicles

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

De Queen, AR

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Camden, AR

UnscoredInsufficient · 3
$6,963130,044 mi

Comparison: 3 similar vehicles

Camden, AR

2012 Ford Taurus Limited

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

2012 Ford Taurus Limited

Texarkana, TX

UnscoredInsufficient · 0
$7,127136,752 mi

Texarkana, TX

2014 Dodge Charger SE

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

2014 Dodge Charger SE

Nashville, AR

UnscoredLimited · 9
$8,255122,486 mi

Comparison: 9 similar vehicles

Nashville, AR

2015 Chevrolet Malibu 2LT

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

2015 Chevrolet Malibu 2LT

Hope, AR

UnscoredInsufficient · 0
$8,500130,176 mi

Hope, AR

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Texarkana, TX

UnscoredLimited · 5
$8,794137,528 mi

Comparison: 5 similar vehicles

Texarkana, TX

2012 Acura TSX Special Edition

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

2012 Acura TSX Special Edition

De Queen, AR

UnscoredInsufficient · 0
$8,900122,829 mi

De Queen, AR

2007 Lincoln Town Car Signature

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

2007 Lincoln Town Car Signature

Texarkana, TX

UnscoredInsufficient · 0
$9,500151,456 mi

Texarkana, TX

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Hope, AR

UnscoredRobust · 56
$9,890137,378 mi

Comparison: 56 similar vehicles

Hope, AR

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

De Queen, AR

UnscoredLimited · 19
$9,900126,106 mi

Comparison: 19 similar vehicles

De Queen, AR

2012 Acura TSX Base

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

2012 Acura TSX Base

Texarkana, TX

UnscoredLimited · 10
$9,995170,974 mi

Comparison: 10 similar vehicles

Texarkana, TX

2009 Lexus ES 350

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

2009 Lexus ES 350

Texarkana, TX

UnscoredLimited · 5
$9,995185,396 mi

Comparison: 5 similar vehicles

Texarkana, TX

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Hope, AR

Fair PriceLimited · 12
$10,33098,707 mi

Market: $3,750 – $14,495

Comparison: 12 similar vehicles

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

Hope, AR

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

De Queen, AR

Fair PriceModerate · 27
$10,900103,803 mi

Market: $4,450 – $16,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

De Queen, AR

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Amity, AR

UnscoredInsufficient · 0
$10,980102,075 mi

Amity, AR

2017 Ford Fusion S

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

2017 Ford Fusion S

Arkadelphia, AR

UnscoredInsufficient · 0
$10,995148,038 mi

Arkadelphia, AR

2018 Kia Optima LX

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

2018 Kia Optima LX

Hope, AR

Fair PriceLimited · 14
$11,04196,234 mi

Market: $5,750 – $14,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Hope, 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

Texarkana, TX

UnscoredInsufficient · 4
$11,225101,813 mi

Comparison: 4 similar vehicles

Texarkana, TX

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Hope, AR

UnscoredModerate · 33
$11,970182,716 mi

Comparison: 33 similar vehicles

Hope, AR

2021 Kia Rio LX

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

2021 Kia Rio LX

Texarkana, TX

UnscoredInsufficient · 4
$11,99570,904 mi

Comparison: 4 similar vehicles

Texarkana, TX

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Texarkana, TX

UnscoredModerate · 26
$11,995171,895 mi

Comparison: 26 similar vehicles

Texarkana, TX

2023 Subaru Impreza Base

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

2023 Subaru Impreza Base

Texarkana, TX

UnscoredLimited · 6
$12,109124,627 mi

Comparison: 6 similar vehicles

Texarkana, TX

2016 Mazda MAZDA6 i Touring

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

2016 Mazda MAZDA6 i Touring

Arkadelphia, AR

UnscoredInsufficient · 0
$12,265158,075 mi

Arkadelphia, AR

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Texarkana, TX

Fair PriceRobust · 92
$12,46598,344 mi

Market: $4,680 – $17,900

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Texarkana, TX

2014 Chevrolet Malibu 1LS

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

2014 Chevrolet Malibu 1LS

Texarkana, TX

UnscoredLimited · 8
$12,500112,060 mi

Comparison: 8 similar vehicles

Texarkana, TX

2011 Toyota Camry LE

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

2011 Toyota Camry LE

Texarkana, TX

OverpricedModerate · 27
$12,500146,424 mi

Market: $4,900 – $12,200

Comparison: 27 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Texarkana, TX

2018 Honda Accord Sport

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

2018 Honda Accord Sport

Nash, TX

UnscoredLimited · 5
$12,900173,209 mi

Comparison: 5 similar vehicles

Nash, TX

2021 Nissan Sentra SR

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

2021 Nissan Sentra SR

Texarkana, TX

UnscoredLimited · 16
$12,995123,114 mi

Comparison: 16 similar vehicles

Texarkana, TX

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Texarkana, TX

UnscoredModerate · 47
$12,995133,011 mi

Comparison: 47 similar vehicles

Texarkana, TX

2013 Honda Civic EX

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

2013 Honda Civic EX

Texarkana, TX

UnscoredLimited · 18
$13,500147,587 mi

Comparison: 18 similar vehicles

Texarkana, TX

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Texarkana, TX

UnscoredInsufficient · 0
$13,50059,238 mi

Texarkana, TX

2014 Toyota Avalon XLE

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

2014 Toyota Avalon XLE

Nash, TX

UnscoredInsufficient · 0
$13,698126,690 mi

Nash, TX

2021 Kia Rio S

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

2021 Kia Rio S

Texarkana, TX

UnscoredInsufficient · 0
$13,89938,485 mi

Texarkana, TX

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

De Queen, AR

UnscoredRobust · 93
$13,900120,828 mi

Comparison: 93 similar vehicles

De Queen, AR

2017 Honda Accord EX-L

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

2017 Honda Accord EX-L

De Queen, AR

UnscoredModerate · 35
$13,900156,026 mi

Comparison: 35 similar vehicles

De Queen, AR

2014 Jaguar XJ Base

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

2014 Jaguar XJ Base

Amity, AR

UnscoredInsufficient · 0
$13,90050,338 mi

Amity, AR

2020 Nissan Altima SR

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

2020 Nissan Altima SR

Ashdown, AR

Fair PriceModerate · 29
$13,950108,394 mi

Market: $9,900 – $20,145

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Ashdown, AR

2012 Hyundai Genesis 3.8

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

2012 Hyundai Genesis 3.8

Texarkana, TX

UnscoredInsufficient · 3
$13,995113,064 mi

Comparison: 3 similar vehicles

Texarkana, TX

2021 Volkswagen Jetta SE

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

2021 Volkswagen Jetta SE

Texarkana, TX

UnscoredInsufficient · 0
$14,207101,955 mi

Texarkana, TX

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Texarkana, TX

Fair PriceRobust · 70
$14,22095,385 mi

Market: $8,990 – $18,645

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Texarkana, TX

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Texarkana, TX

UnscoredInsufficient · 0
$14,29545,580 mi

Texarkana, TX

2010 Lexus ES 350

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

2010 Lexus ES 350

Texarkana, TX

UnscoredInsufficient · 0
$14,50047,467 mi

Texarkana, TX

2020 Mercedes-Benz CLA CLA250

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

2020 Mercedes-Benz CLA CLA250

Texarkana, TX

UnscoredLimited · 5
$14,514110,878 mi

Comparison: 5 similar vehicles

Texarkana, 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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