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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 3, 2026

6.8M+

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

364 listings found

2009 Ford Focus SE

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

2009 Ford Focus SE

Kyle, TX

Unscored
$4,325150,340 mi

Comparison: 11 similar vehicles

Kyle, TX

2004 Volkswagen Passat GLS

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

2004 Volkswagen Passat GLS

Kyle, TX

UnscoredInsufficient · 0
$4,675108,240 mi

Kyle, TX

2006 Volkswagen Passat Value Edition

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

2006 Volkswagen Passat Value Edition

Kyle, TX

UnscoredInsufficient · 3
$4,850114,910 mi

Comparison: 3 similar vehicles

Kyle, TX

1999 Ford Mustang Base

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

1999 Ford Mustang Base

Kyle, TX

Salvage title
$4,999111,759 mi

Kyle, TX

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Kyle, TX

Unscored
$5,325128,157 mi

Comparison: 8 similar vehicles

Kyle, TX

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Kyle, TX

Unscored
$5,499151,643 mi

Comparison: 11 similar vehicles

Kyle, TX

2004 Toyota Camry SE

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

2004 Toyota Camry SE

Kyle, TX

UnscoredInsufficient · 0
$5,500128,635 mi

Kyle, TX

2001 Toyota Rav4 Base

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

2001 Toyota Rav4 Base

Kyle, TX

UnscoredInsufficient · 0
$5,60070,087 mi

Kyle, TX

2007 Mazda MAZDA6 i

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

2007 Mazda MAZDA6 i

Kyle, TX

UnscoredInsufficient · 3
$6,17564,875 mi

Comparison: 3 similar vehicles

Kyle, TX

2007 Lexus ES 350

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

2007 Lexus ES 350

Kyle, TX

Unscored
$7,499132,621 mi

Comparison: 19 similar vehicles

Kyle, TX

1995 Honda Civic

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

1995 Honda Civic

Kyle, TX

UnscoredInsufficient · 0
$7,845164,254 mi

Kyle, TX

2005 Nissan Xterra SE

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

2005 Nissan Xterra SE

Kyle, TX

UnscoredInsufficient · 0
$8,000116,391 mi

Kyle, TX

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Kyle, TX

UnscoredInsufficient · 3
$8,490125,362 mi

Comparison: 3 similar vehicles

Kyle, TX

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Kyle, TX

Unscored
$8,845144,615 mi

Comparison: 6 similar vehicles

Kyle, TX

2018 Jeep Cherokee Latitude Plus

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

2018 Jeep Cherokee Latitude Plus

Kyle, TX

Unscored
$9,500181,242 mi

Comparison: 61 similar vehicles

Kyle, TX

2006 Jeep Commander

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

2006 Jeep Commander

Kyle, TX

UnscoredInsufficient · 0
$9,50085,074 mi

Kyle, TX

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Kyle, TX

Unscored
$9,725113,388 mi

Comparison: 5 similar vehicles

Kyle, TX

2017 Volvo XC60 T5 Dynamic

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

2017 Volvo XC60 T5 Dynamic

Kyle, TX

UnscoredInsufficient · 0
$9,99992,637 mi

Kyle, TX

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Kyle, TX

Unscored
$9,999124,350 mi

Comparison: 26 similar vehicles

Kyle, TX

2007 BMW 5 Series 530xi

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

2007 BMW 5 Series 530xi

Kyle, TX

UnscoredInsufficient · 0
$9,99971,232 mi

Kyle, TX

2006 Volkswagen Touareg 4.2

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

2006 Volkswagen Touareg 4.2

Kyle, TX

UnscoredInsufficient · 0
$10,375118,060 mi

Kyle, TX

2015 BMW 3 Series 335i

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

2015 BMW 3 Series 335i

Kyle, TX

Unscored
$10,499129,784 mi

Comparison: 5 similar vehicles

Kyle, TX

2017 Nissan Armada SV

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

2017 Nissan Armada SV

Kyle, TX

Unscored
$10,599139,050 mi

Comparison: 13 similar vehicles

Kyle, TX

2016 Honda Odyssey EX-L

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

2016 Honda Odyssey EX-L

Kyle, TX

Unscored
$11,499149,947 mi

Comparison: 14 similar vehicles

Kyle, TX

2014 Mercedes-Benz E-Class

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

2014 Mercedes-Benz E-Class

Kyle, TX

UnscoredInsufficient · 0
$11,77491,714 mi

Kyle, TX

2015 Nissan Murano SL

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

2015 Nissan Murano SL

Kyle, TX

Fair PriceModerate · 21
$11,925104,069 mi

Market: $6,995 – $14,995

Comparison: 21 similar vehicles

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

Kyle, TX

2021 Chevrolet Trax LS

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

2021 Chevrolet Trax LS

Kyle, TX

Fair PriceLimited · 11
$12,42569,851 mi

Market: $7,999 – $15,595

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Kyle, TX

2019 Chevrolet Express Cargo Work Van

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

2019 Chevrolet Express Cargo Work Van

Kyle, TX

Unscored
$12,500240,063 mi

Comparison: 40 similar vehicles

Kyle, TX

2008 Dodge Grand Caravan SXT

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

2008 Dodge Grand Caravan SXT

Kyle, TX

UnscoredInsufficient · 0
$12,749117,398 mi

Kyle, TX

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Kyle, TX

Unscored
$12,89981,695 mi

Comparison: 8 similar vehicles

Kyle, TX

2020 Honda Civic LX

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

2020 Honda Civic LX

Kyle, TX

Unscored
$13,499120,550 mi

Comparison: 5 similar vehicles

Kyle, TX

2017 Honda Civic EX

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

2017 Honda Civic EX

Kyle, TX

UnscoredInsufficient · 3
$13,499119,807 mi

Comparison: 3 similar vehicles

Kyle, TX

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

Kyle, TX

UnscoredInsufficient · 3
$14,000199,843 mi

Comparison: 3 similar vehicles

Kyle, TX

2023 Kia Soul LX

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

2023 Kia Soul LX

Kyle, TX

UnscoredInsufficient · 4
$14,12587,304 mi

Comparison: 4 similar vehicles

Kyle, TX

2018 Toyota Camry SE

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

2018 Toyota Camry SE

Kyle, TX

Unscored
$14,249128,020 mi

Comparison: 7 similar vehicles

Kyle, TX

2019 Chrysler Pacifica Touring L Plus

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

2019 Chrysler Pacifica Touring L Plus

Kyle, TX

Fair PriceModerate · 24
$15,12591,627 mi

Market: $15,595 – $19,900

Comparison: 24 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 56 days listed (based on current market benchmarks)

Kyle, TX

2020 Honda Odyssey EX-L

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

2020 Honda Odyssey EX-L

Kyle, TX

Unscored
$15,725120,542 mi

Comparison: 5 similar vehicles

Kyle, TX

2024 Nissan Sentra SR

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

2024 Nissan Sentra SR

Kyle, TX

Unscored
$15,88580,398 mi

Comparison: 10 similar vehicles

Kyle, TX

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Kyle, TX

OverpricedModerate · 25
$16,400151,822 mi

Market: $5,900 – $16,045

Comparison: 25 similar vehicles

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

Kyle, TX

2017 BMW 5 Series 540i

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

2017 BMW 5 Series 540i

Kyle, TX

Fair PriceLimited · 14
$16,999108,197 mi

Market: $14,220 – $24,135

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Kyle, TX

2023 Hyundai Elantra SEL

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

2023 Hyundai Elantra SEL

Kyle, TX

Fair PriceLimited · 19
$17,12549,806 mi

Market: $10,999 – $24,795

Comparison: 19 similar vehicles

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

Kyle, TX

2015 RAM 1500 Pickup Laramie

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

2015 RAM 1500 Pickup Laramie

Kyle, TX

Unscored
$17,500182,000 mi

Comparison: 5 similar vehicles

Kyle, TX

2021 Hyundai Veloster Ultimate

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

2021 Hyundai Veloster Ultimate

Kyle, TX

UnscoredInsufficient · 0
$17,52572,221 mi

Kyle, TX

2022 Hyundai Santa Fe XRT

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

2022 Hyundai Santa Fe XRT

Kyle, TX

Fair PriceLimited · 15
$17,82576,676 mi

Market: $12,800 – $20,594

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Kyle, TX

2003 Lexus LX 470

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

2003 Lexus LX 470

Kyle, TX

UnscoredInsufficient · 0
$17,845223,298 mi

Kyle, TX

2011 Jeep Wrangler Unlimited Sport

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

2011 Jeep Wrangler Unlimited Sport

Kyle, TX

UnscoredInsufficient · 0
$17,99958,769 mi

Kyle, TX

2014 GMC Sierra 1500 SLT

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

2014 GMC Sierra 1500 SLT

Kyle, TX

Unscored
$18,299196,980 mi

Comparison: 37 similar vehicles

Kyle, TX

2014 Chevrolet Silverado 1500 LTZ

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

2014 Chevrolet Silverado 1500 LTZ

Kyle, TX

Unscored
$18,500185,345 mi

Comparison: 5 similar vehicles

Kyle, TX

2019 INFINITI QX80 Limited

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

2019 INFINITI QX80 Limited

Kyle, TX

Unscored
$18,700168,000 mi

Comparison: 12 similar vehicles

Kyle, TX

2010 BMW 3 Series M3

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

2010 BMW 3 Series M3

Kyle, TX

UnscoredInsufficient · 0
$18,77487,592 mi

Kyle, TX

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.
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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