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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 6, 2026

7.1M+

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

983 listings found

2014 Chevrolet Spark LS

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

2014 Chevrolet Spark LS

Rogers, AR

Unscored
$1,999104,000 mi

Comparison: 15 similar vehicles

Rogers, AR

2010 Ford Focus SES

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

2010 Ford Focus SES

Rogers, AR

UnscoredInsufficient · 0
$2,500197,454 mi

Rogers, AR

2008 Mazda Tribute i Grand Touring

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

2008 Mazda Tribute i Grand Touring

Rogers, AR

UnscoredInsufficient · 0
$2,800222,680 mi

Rogers, AR

2013 Ford Edge SE

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

2013 Ford Edge SE

Rogers, AR

Unscored
$2,999286,309 mi

Comparison: 10 similar vehicles

Rogers, AR

2007 Dodge Ram 1500 Pickup ST

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

2007 Dodge Ram 1500 Pickup ST

Rogers, AR

UnscoredInsufficient · 3
$2,999215,018 mi

Comparison: 3 similar vehicles

Rogers, AR

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Rogers, AR

UnscoredInsufficient · 0
$2,999305,514 mi

Rogers, AR

2007 Volkswagen Rabbit 2.5

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

2007 Volkswagen Rabbit 2.5

Rogers, AR

UnscoredInsufficient · 0
$2,999299,923 mi

Rogers, AR

2008 Lexus RX 350

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

2008 Lexus RX 350

Rogers, AR

UnscoredInsufficient · 0
$3,500187,234 mi

Rogers, AR

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Rogers, AR

Unscored
$3,999160,596 mi

Comparison: 9 similar vehicles

Rogers, AR

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Rogers, AR

Unscored
$3,999124,408 mi

Comparison: 17 similar vehicles

Rogers, AR

2005 Nissan Frontier Nismo

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

2005 Nissan Frontier Nismo

Rogers, AR

UnscoredInsufficient · 0
$3,999251,992 mi

Rogers, AR

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Rogers, AR

Unscored
$4,500147,331 mi

Comparison: 8 similar vehicles

Rogers, AR

2014 Ford Escape S

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

2014 Ford Escape S

Rogers, AR

UnscoredInsufficient · 0
$4,500131,935 mi

Rogers, AR

2016 Nissan Versa Note SV

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

2016 Nissan Versa Note SV

Rogers, AR

UnscoredInsufficient · 0
$4,999167,307 mi

Rogers, AR

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Rogers, AR

Unscored
$4,999225,229 mi

Comparison: 7 similar vehicles

Rogers, AR

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Rogers, AR

Unscored
$4,999162,366 mi

Comparison: 34 similar vehicles

Rogers, AR

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Rogers, AR

Unscored
$4,999171,789 mi

Comparison: 45 similar vehicles

Rogers, AR

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Rogers, AR

Unscored
$4,999175,940 mi

Comparison: 23 similar vehicles

Rogers, AR

2008 Ford F-250 Super Duty Lariat

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

2008 Ford F-250 Super Duty Lariat

Rogers, AR

UnscoredInsufficient · 4
$4,999316,170 mi

Comparison: 4 similar vehicles

Rogers, AR

2000 Toyota Tundra SR5

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

2000 Toyota Tundra SR5

Rogers, AR

UnscoredInsufficient · 0
$4,999267,947 mi

Rogers, AR

2006 Nissan Frontier SE

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

2006 Nissan Frontier SE

Rogers, AR

UnscoredInsufficient · 0
$5,500163,912 mi

Rogers, AR

2014 Chevrolet Silverado 2500HD Work Truck

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

2014 Chevrolet Silverado 2500HD Work Truck

Rogers, AR

Unscored
$5,999224,442 mi

Comparison: 6 similar vehicles

Rogers, AR

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Rogers, AR

Unscored
$5,999270,190 mi

Comparison: 32 similar vehicles

Rogers, AR

2013 Ford Escape SE

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

2013 Ford Escape SE

Rogers, AR

Fair PriceModerate · 25
$5,999115,103 mi

Market: $3,990 – $10,990

Comparison: 25 similar vehicles

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

Rogers, AR

2007 Nissan Frontier LE

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

2007 Nissan Frontier LE

Rogers, AR

UnscoredInsufficient · 0
$5,999237,459 mi

Rogers, AR

2017 Kia Soul Base

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

2017 Kia Soul Base

Rogers, AR

Unscored
$6,250133,799 mi

Comparison: 22 similar vehicles

Rogers, AR

2018 Nissan Altima SL

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

2018 Nissan Altima SL

Rogers, AR

Unscored
$6,500188,451 mi

Comparison: 10 similar vehicles

Rogers, AR

2017 Nissan Rogue SL

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

2017 Nissan Rogue SL

Rogers, AR

UnscoredInsufficient · 3
$6,999148,561 mi

Comparison: 3 similar vehicles

Rogers, AR

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Rogers, AR

UnscoredInsufficient · 3
$6,999154,373 mi

Comparison: 3 similar vehicles

Rogers, AR

2015 GMC Terrain SLT-1

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

2015 GMC Terrain SLT-1

Rogers, AR

Unscored
$6,999177,604 mi

Comparison: 16 similar vehicles

Rogers, AR

2013 Hyundai Sonata SE

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

2013 Hyundai Sonata SE

Rogers, AR

Unscored
$6,999130,385 mi

Comparison: 8 similar vehicles

Rogers, AR

2012 Toyota Prius v Three

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

2012 Toyota Prius v Three

Rogers, AR

UnscoredInsufficient · 0
$6,999184,092 mi

Rogers, AR

2016 Chevrolet Malibu Limited 1LT

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

2016 Chevrolet Malibu Limited 1LT

Rogers, AR

Unscored
$7,000128,851 mi

Comparison: 6 similar vehicles

Rogers, AR

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Rogers, AR

Unscored
$7,500180,646 mi

Comparison: 18 similar vehicles

Rogers, AR

2016 Ford Expedition Limited

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

2016 Ford Expedition Limited

Rogers, AR

Unscored
$7,999190,059 mi

Comparison: 8 similar vehicles

Rogers, AR

2014 Hyundai Santa Fe Sport 2.0T

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

2014 Hyundai Santa Fe Sport 2.0T

Rogers, AR

Unscored
$8,000111,136 mi

Comparison: 6 similar vehicles

Rogers, AR

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Rogers, AR

UnscoredInsufficient · 3
$8,500125,463 mi

Comparison: 3 similar vehicles

Rogers, AR

2019 Chevrolet Traverse LS

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

2019 Chevrolet Traverse LS

Rogers, AR

Unscored
$8,500177,033 mi

Comparison: 10 similar vehicles

Rogers, AR

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Rogers, AR

UnscoredInsufficient · 3
$8,500148,261 mi

Comparison: 3 similar vehicles

Rogers, AR

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Rogers, AR

Unscored
$8,500195,164 mi

Comparison: 16 similar vehicles

Rogers, AR

2007 Toyota Tundra Limited

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

2007 Toyota Tundra Limited

Rogers, AR

Unscored
$8,500193,823 mi

Comparison: 8 similar vehicles

Rogers, AR

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Rogers, AR

Unscored
$8,950154,095 mi

Comparison: 7 similar vehicles

Rogers, AR

2019 RAM 1500 Classic Lone Star

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

2019 RAM 1500 Classic Lone Star

Rogers, AR

Unscored
$8,999216,344 mi

Comparison: 7 similar vehicles

Rogers, AR

2017 RAM Promaster City SLT

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

2017 RAM Promaster City SLT

Rogers, AR

Unscored
$8,999125,443 mi

Comparison: 5 similar vehicles

Rogers, AR

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Rogers, AR

Unscored
$8,999145,500 mi

Comparison: 39 similar vehicles

Rogers, AR

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Rogers, AR

Unscored
$8,999129,861 mi

Comparison: 18 similar vehicles

Rogers, AR

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Rogers, AR

Unscored
$8,99965,376 mi

Comparison: 8 similar vehicles

Rogers, AR

2014 RAM 1500 Pickup Laramie Longhorn

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

2014 RAM 1500 Pickup Laramie Longhorn

Rogers, AR

UnscoredInsufficient · 4
$8,999242,648 mi

Comparison: 4 similar vehicles

Rogers, AR

2011 Toyota Tundra Grade

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

2011 Toyota Tundra Grade

Rogers, AR

Unscored
$8,999251,977 mi

Comparison: 23 similar vehicles

Rogers, AR

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Rogers, AR

Unscored
$8,999219,158 mi

Comparison: 7 similar vehicles

Rogers, AR

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 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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