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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

345 listings found

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Austin, MN

Salvage title
$2,495179,043 mi

Austin, MN

2010 Dodge Grand Caravan SXT

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

2010 Dodge Grand Caravan SXT

Austin, MN

Unscored
$2,495298,123 mi

Comparison: 9 similar vehicles

Austin, MN

2008 Dodge Avenger SXT

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

2008 Dodge Avenger SXT

Austin, MN

UnscoredInsufficient · 3
$2,495204,763 mi

Comparison: 3 similar vehicles

Austin, MN

2007 Hyundai Sonata GLS

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

2007 Hyundai Sonata GLS

Austin, MN

UnscoredInsufficient · 0
$2,995190,420 mi

Austin, MN

2008 Jeep Grand Cherokee Overland

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

2008 Jeep Grand Cherokee Overland

Austin, MN

UnscoredInsufficient · 0
$3,495201,385 mi

Austin, MN

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Austin, MN

UnscoredInsufficient · 0
$3,495161,539 mi

Austin, MN

2010 Hyundai Santa Fe GLS

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

2010 Hyundai Santa Fe GLS

Austin, MN

UnscoredInsufficient · 0
$3,995203,123 mi

Austin, MN

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Austin, MN

UnscoredInsufficient · 3
$3,995Mileage not verified

Comparison: 3 similar vehicles

Austin, MN

2002 Ford F-150 Lariat

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

2002 Ford F-150 Lariat

Austin, MN

UnscoredInsufficient · 0
$3,995253,825 mi

Austin, MN

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Austin, MN

Unscored
$4,495262,971 mi

Comparison: 8 similar vehicles

Austin, MN

1992 Ford F

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

1992 Ford F

Austin, MN

UnscoredInsufficient · 0
$4,975248,000 mi

Austin, MN

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Austin, MN

Unscored
$4,995154,000 mi

Comparison: 25 similar vehicles

Austin, MN

2014 Jeep Compass Limited

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

2014 Jeep Compass Limited

Austin, MN

Salvage title
$4,995161,240 mi

Austin, MN

2014 Jeep Patriot Limited

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

2014 Jeep Patriot Limited

Austin, MN

Salvage title
$4,995135,571 mi

Austin, MN

2013 Jeep Patriot Latitude

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

2013 Jeep Patriot Latitude

Austin, MN

UnscoredInsufficient · 3
$4,995195,123 mi

Comparison: 3 similar vehicles

Austin, MN

2012 Buick Enclave Premium

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

2012 Buick Enclave Premium

Austin, MN

Unscored
$4,995172,259 mi

Comparison: 12 similar vehicles

Austin, MN

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Austin, MN

Unscored
$4,995139,051 mi

Comparison: 6 similar vehicles

Austin, MN

2010 Ford E-Series Econoline Van Commercial

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

2010 Ford E-Series Econoline Van Commercial

Austin, MN

UnscoredInsufficient · 0
$4,995163,173 mi

Austin, MN

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Austin, MN

Unscored
$4,995190,000 mi

Comparison: 10 similar vehicles

Austin, MN

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Austin, MN

Unscored
$4,995197,331 mi

Comparison: 12 similar vehicles

Austin, MN

2006 Chrysler PT Cruiser GT

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

2006 Chrysler PT Cruiser GT

Austin, MN

UnscoredInsufficient · 0
$4,995101,704 mi

Austin, MN

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Austin, MN

UnscoredInsufficient · 3
$4,995203,123 mi

Comparison: 3 similar vehicles

Austin, MN

2001 Chrysler LHS Base

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

2001 Chrysler LHS Base

Austin, MN

UnscoredInsufficient · 0
$4,995196,183 mi

Austin, MN

2014 Chevrolet Express Cutaway Base

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

2014 Chevrolet Express Cutaway Base

Austin, MN

Unscored
$5,000276,776 mi

Comparison: 9 similar vehicles

Austin, MN

2017 Ford Focus SE

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

2017 Ford Focus SE

Austin, MN

Unscored
$5,495207,237 mi

Comparison: 13 similar vehicles

Austin, MN

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Austin, MN

UnscoredInsufficient · 0
$5,495182,197 mi

Austin, MN

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Austin, MN

Unscored
$5,495180,660 mi

Comparison: 9 similar vehicles

Austin, MN

2014 Ford Fiesta S

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

2014 Ford Fiesta S

Austin, MN

UnscoredInsufficient · 0
$5,840128,241 mi

Austin, MN

2015 Ford Focus SE

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

2015 Ford Focus SE

Austin, MN

UnscoredInsufficient · 3
$5,995158,123 mi

Comparison: 3 similar vehicles

Austin, MN

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Austin, MN

UnscoredInsufficient · 0
$5,995171,601 mi

Austin, MN

2014 Ford Escape SE

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

2014 Ford Escape SE

Austin, MN

Unscored
$5,995204,712 mi

Comparison: 49 similar vehicles

Austin, MN

2014 Chevrolet Malibu 1LT

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

2014 Chevrolet Malibu 1LT

Austin, MN

Unscored
$5,995160,289 mi

Comparison: 7 similar vehicles

Austin, MN

2013 Dodge Avenger SXT

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

2013 Dodge Avenger SXT

Austin, MN

Unscored
$5,995147,369 mi

Comparison: 6 similar vehicles

Austin, MN

2012 Chevrolet Sonic 2LT

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

2012 Chevrolet Sonic 2LT

Austin, MN

UnscoredInsufficient · 4
$5,995140,701 mi

Comparison: 4 similar vehicles

Austin, MN

2012 Subaru Impreza 2.0I Premium

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

2012 Subaru Impreza 2.0I Premium

Austin, MN

UnscoredInsufficient · 3
$5,995223,701 mi

Comparison: 3 similar vehicles

Austin, MN

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Austin, MN

Unscored
$5,995223,123 mi

Comparison: 17 similar vehicles

Austin, MN

2016 GMC Acadia SLT-1

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

2016 GMC Acadia SLT-1

Austin, MN

Unscored
$6,475182,877 mi

Comparison: 23 similar vehicles

Austin, MN

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Austin, MN

Unscored
$6,495161,943 mi

Comparison: 46 similar vehicles

Austin, MN

2015 Buick Verano 1SG

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

2015 Buick Verano 1SG

Austin, MN

UnscoredInsufficient · 0
$6,495121,019 mi

Austin, MN

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Austin, MN

Unscored
$6,495153,637 mi

Comparison: 42 similar vehicles

Austin, MN

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Austin, MN

Unscored
$6,495146,639 mi

Comparison: 16 similar vehicles

Austin, MN

2009 Ford E-Series Econoline Van Commercial

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

2009 Ford E-Series Econoline Van Commercial

Austin, MN

UnscoredInsufficient · 0
$6,600156,244 mi

Austin, MN

2016 Kia Sedona LX

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

2016 Kia Sedona LX

Austin, MN

Unscored
$6,995140,547 mi

Comparison: 12 similar vehicles

Austin, MN

2015 Nissan Altima S

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

2015 Nissan Altima S

Austin, MN

Unscored
$6,995176,913 mi

Comparison: 31 similar vehicles

Austin, MN

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Austin, MN

Unscored
$6,995172,134 mi

Comparison: 12 similar vehicles

Austin, MN

2011 Volkswagen Tiguan SE

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

2011 Volkswagen Tiguan SE

Austin, MN

UnscoredInsufficient · 4
$6,995165,733 mi

Comparison: 4 similar vehicles

Austin, MN

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Austin, MN

Unscored
$6,995175,316 mi

Comparison: 8 similar vehicles

Austin, MN

2009 Chrysler Town & Country Touring

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

2009 Chrysler Town & Country Touring

Austin, MN

UnscoredInsufficient · 0
$6,995209,972 mi

Austin, MN

2008 Jeep Wrangler Unlimited X

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

2008 Jeep Wrangler Unlimited X

Austin, MN

Unscored
$6,995156,674 mi

Comparison: 5 similar vehicles

Austin, MN

2007 Nissan Titan LE

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

2007 Nissan Titan LE

Austin, MN

Salvage title
$6,995168,946 mi

Austin, MN

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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