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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 13, 2026

7.2M+

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

290 listings found

2007 Toyota Matrix XR

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

2007 Toyota Matrix XR

Silver City, NM

UnscoredInsufficient · 0
$4,999165,688 mi

Silver City, NM

2010 Jeep Commander Sport

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

2010 Jeep Commander Sport

Lordsburg, NM

UnscoredInsufficient · 0
$5,999202,386 mi

Lordsburg, NM

2007 Honda Element EX

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

2007 Honda Element EX

Silver City, NM

UnscoredInsufficient · 4
$5,999214,861 mi

Comparison: 4 similar vehicles

Silver City, NM

2002 Dodge Dakota Sport

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

2002 Dodge Dakota Sport

Silver City, NM

UnscoredInsufficient · 0
$5,999160,786 mi

Silver City, NM

2015 Ford Escape SE

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

2015 Ford Escape SE

Lordsburg, NM

UnscoredInsufficient · 3
$6,999137,500 mi

Comparison: 3 similar vehicles

Lordsburg, NM

2012 Volkswagen Beetle 2.5

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

2012 Volkswagen Beetle 2.5

Silver City, NM

UnscoredInsufficient · 0
$6,999143,586 mi

Silver City, NM

2012 Mazda CX-9 Touring

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

2012 Mazda CX-9 Touring

Silver City, NM

UnscoredInsufficient · 0
$6,999182,717 mi

Silver City, NM

2009 Toyota Sienna XLE

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

2009 Toyota Sienna XLE

Silver City, NM

UnscoredInsufficient · 0
$6,999180,532 mi

Silver City, NM

2006 Honda Odyssey Touring

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

2006 Honda Odyssey Touring

Silver City, NM

UnscoredInsufficient · 0
$6,999135,720 mi

Silver City, NM

2000 Chevrolet S-10 LS

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

2000 Chevrolet S-10 LS

Silver City, NM

UnscoredInsufficient · 0
$6,999105,234 mi

Silver City, NM

2008 Toyota 4Runner SR5

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

2008 Toyota 4Runner SR5

Silver City, NM

UnscoredInsufficient · 0
$7,587319,208 mi

Silver City, NM

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Silver City, NM

UnscoredInsufficient · 0
$7,594119,263 mi

Silver City, NM

2017 Dodge Grand Caravan SXT

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

2017 Dodge Grand Caravan SXT

Silver City, NM

UnscoredInsufficient · 4
$7,999153,735 mi

Comparison: 4 similar vehicles

Silver City, NM

2015 Honda Odyssey EX-L

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

2015 Honda Odyssey EX-L

Silver City, NM

UnscoredInsufficient · 3
$7,999210,763 mi

Comparison: 3 similar vehicles

Silver City, NM

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Silver City, NM

UnscoredInsufficient · 3
$8,999148,624 mi

Comparison: 3 similar vehicles

Silver City, NM

2015 Honda Odyssey Touring

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

2015 Honda Odyssey Touring

Silver City, NM

UnscoredInsufficient · 3
$8,999184,563 mi

Comparison: 3 similar vehicles

Silver City, NM

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Silver City, NM

UnscoredInsufficient · 4
$8,999169,970 mi

Comparison: 4 similar vehicles

Silver City, NM

2011 Toyota Prius I

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

2011 Toyota Prius I

Silver City, NM

UnscoredInsufficient · 0
$8,999183,368 mi

Silver City, NM

2010 Ford Ranger XLT

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

2010 Ford Ranger XLT

Silver City, NM

UnscoredInsufficient · 0
$8,999149,653 mi

Silver City, NM

2010 Acura MDX Technology Package

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

2010 Acura MDX Technology Package

Silver City, NM

UnscoredInsufficient · 0
$8,999190,456 mi

Silver City, NM

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Silver City, NM

UnscoredInsufficient · 0
$9,487177,785 mi

Silver City, NM

2013 Honda Pilot Touring

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

2013 Honda Pilot Touring

Silver City, NM

UnscoredInsufficient · 0
$9,500192,065 mi

Silver City, NM

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Silver City, NM

UnscoredInsufficient · 0
$9,99978,025 mi

Silver City, NM

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Silver City, NM

Unscored
$10,08792,185 mi

Comparison: 9 similar vehicles

Silver City, NM

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Silver City, NM

UnscoredInsufficient · 0
$10,594141,329 mi

Silver City, NM

2014 Lincoln MKZ Base

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

2014 Lincoln MKZ Base

Lordsburg, NM

UnscoredInsufficient · 3
$10,99976,000 mi

Comparison: 3 similar vehicles

Lordsburg, NM

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Silver City, NM

UnscoredInsufficient · 0
$10,999205,123 mi

Silver City, NM

2016 Ford F-250 Super Duty XL

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

2016 Ford F-250 Super Duty XL

Silver City, NM

Unscored
$11,999414,062 mi

Comparison: 10 similar vehicles

Silver City, NM

2012 Honda Pilot LX

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

2012 Honda Pilot LX

Silver City, NM

UnscoredInsufficient · 0
$11,999153,950 mi

Silver City, NM

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Silver City, NM

Unscored
$12,587108,687 mi

Comparison: 5 similar vehicles

Silver City, NM

2006 GMC Sierra 2500HD SLE1

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

2006 GMC Sierra 2500HD SLE1

Silver City, NM

UnscoredInsufficient · 0
$12,587170,178 mi

Silver City, NM

2016 Honda CR-V LX

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

2016 Honda CR-V LX

Silver City, NM

UnscoredInsufficient · 0
$12,999236,189 mi

Silver City, NM

2015 Chevrolet Silverado 1500 Work Truck 1WT

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

2015 Chevrolet Silverado 1500 Work Truck 1WT

Silver City, NM

Unscored
$12,999177,564 mi

Comparison: 21 similar vehicles

Silver City, NM

2015 Honda CR-V LX

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

2015 Honda CR-V LX

Silver City, NM

Unscored
$12,999183,045 mi

Comparison: 12 similar vehicles

Silver City, NM

2014 Lexus CT Base

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

2014 Lexus CT Base

Silver City, NM

UnscoredInsufficient · 0
$12,999163,245 mi

Silver City, NM

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Silver City, NM

UnscoredInsufficient · 0
$12,999160,638 mi

Silver City, NM

2012 Hyundai Equus Signature

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

2012 Hyundai Equus Signature

Silver City, NM

UnscoredInsufficient · 0
$12,999163,978 mi

Silver City, NM

2006 Lexus GX 470

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

2006 Lexus GX 470

Silver City, NM

UnscoredInsufficient · 0
$12,999132,564 mi

Silver City, NM

2006 Lexus GX 470

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

2006 Lexus GX 470

Silver City, NM

UnscoredInsufficient · 0
$12,999132,564 mi

Silver City, NM

2017 Nissan Titan Platinum Reserve

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

2017 Nissan Titan Platinum Reserve

Silver City, NM

UnscoredInsufficient · 0
$13,999286,000 mi

Silver City, NM

2016 Hyundai Equus Ultimate

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

2016 Hyundai Equus Ultimate

Silver City, NM

UnscoredInsufficient · 0
$13,999162,639 mi

Silver City, NM

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Silver City, NM

Unscored
$13,999225,123 mi

Comparison: 9 similar vehicles

Silver City, NM

2015 Honda CR-V EX-L

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

2015 Honda CR-V EX-L

Silver City, NM

Unscored
$13,999184,095 mi

Comparison: 18 similar vehicles

Silver City, NM

2015 Mercedes-Benz GL-Class GL450

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

2015 Mercedes-Benz GL-Class GL450

Silver City, NM

UnscoredInsufficient · 0
$13,999150,965 mi

Silver City, NM

2015 Toyota Sienna SE Premium

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

2015 Toyota Sienna SE Premium

Silver City, NM

UnscoredInsufficient · 0
$13,999215,158 mi

Silver City, NM

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Silver City, NM

UnscoredInsufficient · 0
$13,999181,032 mi

Silver City, NM

2019 Hyundai Santa Fe SEL Plus

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

2019 Hyundai Santa Fe SEL Plus

Silver City, NM

UnscoredInsufficient · 0
$14,087115,376 mi

Silver City, NM

2017 Ford Expedition King Ranch

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

2017 Ford Expedition King Ranch

Silver City, NM

UnscoredInsufficient · 3
$14,999206,153 mi

Comparison: 3 similar vehicles

Silver City, NM

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Silver City, NM

UnscoredInsufficient · 4
$14,999162,000 mi

Comparison: 4 similar vehicles

Silver City, NM

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Silver City, NM

UnscoredInsufficient · 4
$14,999166,025 mi

Comparison: 4 similar vehicles

Silver City, NM

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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