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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 7, 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

22,621 listings found

1995 Chevrolet Tahoe

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

1995 Chevrolet Tahoe

Hutchinson, MN

UnscoredInsufficient · 0
$1,900178,101 mi

Hutchinson, MN

2010 Mitsubishi Lancer GTS

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

2010 Mitsubishi Lancer GTS

Farmington, MN

UnscoredInsufficient · 0
$1,999237,201 mi

Farmington, MN

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Farmington, MN

UnscoredInsufficient · 0
$1,999178,282 mi

Farmington, MN

2007 Ford Focus ZX4 SE

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

2007 Ford Focus ZX4 SE

Farmington, MN

UnscoredInsufficient · 0
$1,999223,030 mi

Farmington, MN

2004 Chrysler Sebring

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

2004 Chrysler Sebring

Hutchinson, MN

UnscoredInsufficient · 0
$2,000143,504 mi

Hutchinson, MN

2013 Ford Focus SE

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

2013 Ford Focus SE

Jordan, MN

Salvage title
$2,250131,000 mi

Jordan, MN

2002 Volvo S80 2.9 A SR

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

2002 Volvo S80 2.9 A SR

Prior Lake, MN

UnscoredInsufficient · 0
$2,250305,799 mi

Prior Lake, MN

2006 Chevrolet HHR LT

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

2006 Chevrolet HHR LT

Hutchinson, MN

UnscoredInsufficient · 0
$2,338198,252 mi

Hutchinson, MN

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Shakopee, MN

Unscored
$2,343138,787 mi

Comparison: 5 similar vehicles

Shakopee, MN

2008 Chevrolet Equinox LT

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

2008 Chevrolet Equinox LT

Minnetonka, MN

Unscored
$2,495202,654 mi

Comparison: 5 similar vehicles

Minnetonka, MN

2011 Chevrolet Impala 1FL

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

2011 Chevrolet Impala 1FL

Farmington, MN

UnscoredInsufficient · 0
$2,499231,551 mi

Farmington, MN

2006 Jeep Liberty Limited

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

2006 Jeep Liberty Limited

Savage, MN

UnscoredInsufficient · 0
$2,499201,626 mi

Savage, MN

2014 Nissan Altima S

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

2014 Nissan Altima S

Farmington, MN

Salvage title
$2,599213,751 mi

Farmington, MN

2001 Toyota Sienna LE

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

2001 Toyota Sienna LE

Prior Lake, MN

UnscoredInsufficient · 0
$2,645241,076 mi

Prior Lake, MN

2009 Mazda MAZDA3 s Touring

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

2009 Mazda MAZDA3 s Touring

Farmington, MN

UnscoredInsufficient · 0
$2,699201,470 mi

Farmington, MN

2006 Chevrolet Aveo LS

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

2006 Chevrolet Aveo LS

Farmington, MN

UnscoredInsufficient · 0
$2,699116,094 mi

Farmington, MN

2007 Chevrolet Cobalt LT

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

2007 Chevrolet Cobalt LT

Farmington, MN

UnscoredInsufficient · 0
$2,799158,260 mi

Farmington, MN

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Farmington, MN

Salvage title
$2,799183,019 mi

Farmington, MN

2003 Oldsmobile Silhouette GL

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

2003 Oldsmobile Silhouette GL

Maple Plain, MN

UnscoredInsufficient · 0
$2,900183,139 mi

Maple Plain, MN

2009 Mazda MAZDA3 i Sport

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

2009 Mazda MAZDA3 i Sport

Farmington, MN

UnscoredInsufficient · 0
$2,950164,788 mi

Farmington, MN

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Prior Lake, MN

UnscoredInsufficient · 3
$2,995218,838 mi

Comparison: 3 similar vehicles

Prior Lake, MN

2005 Ford Escape Hybrid

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

2005 Ford Escape Hybrid

Hutchinson, MN

UnscoredInsufficient · 0
$2,995211,751 mi

Hutchinson, MN

1990 Chevrolet GMT400

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

1990 Chevrolet GMT400

Hutchinson, MN

UnscoredInsufficient · 0
$2,995155,594 mi

Hutchinson, MN

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Farmington, MN

Unscored
$2,999198,015 mi

Comparison: 6 similar vehicles

Farmington, MN

2012 Chevrolet Sonic 2LZ

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

2012 Chevrolet Sonic 2LZ

Jordan, MN

UnscoredInsufficient · 0
$2,999164,485 mi

Jordan, MN

2012 Nissan Versa SV

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

2012 Nissan Versa SV

Maple Plain, MN

UnscoredInsufficient · 3
$2,999164,235 mi

Comparison: 3 similar vehicles

Maple Plain, MN

2012 Mazda MAZDA5 Sport

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

2012 Mazda MAZDA5 Sport

Farmington, MN

UnscoredInsufficient · 0
$2,999190,999 mi

Farmington, MN

2011 Ford Focus SEL

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

2011 Ford Focus SEL

Farmington, MN

Salvage title
$2,999204,883 mi

Farmington, MN

2011 Subaru Outback 3.6R Limited

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

2011 Subaru Outback 3.6R Limited

Farmington, MN

UnscoredInsufficient · 0
$2,999254,231 mi

Farmington, MN

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Farmington, MN

UnscoredInsufficient · 0
$2,999207,551 mi

Farmington, MN

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Farmington, MN

Unscored
$2,999221,428 mi

Comparison: 5 similar vehicles

Farmington, MN

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

Farmington, MN

Unscored
$2,999213,588 mi

Comparison: 5 similar vehicles

Farmington, MN

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Farmington, MN

Unscored
$2,999187,499 mi

Comparison: 7 similar vehicles

Farmington, MN

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Jordan, MN

UnscoredInsufficient · 3
$2,999263,377 mi

Comparison: 3 similar vehicles

Jordan, MN

2008 Hyundai Elantra GLS

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

2008 Hyundai Elantra GLS

Farmington, MN

UnscoredInsufficient · 0
$2,999172,256 mi

Farmington, MN

2007 Dodge Durango SLT

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

2007 Dodge Durango SLT

Farmington, MN

UnscoredInsufficient · 0
$2,999201,123 mi

Farmington, MN

2007 Ford Edge SE

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

2007 Ford Edge SE

Farmington, MN

UnscoredInsufficient · 3
$2,999200,000 mi

Comparison: 3 similar vehicles

Farmington, MN

2005 Ford Escape XLS

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

2005 Ford Escape XLS

Farmington, MN

UnscoredInsufficient · 0
$2,999193,329 mi

Farmington, MN

2003 Chevrolet Impala LS

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

2003 Chevrolet Impala LS

Farmington, MN

UnscoredInsufficient · 0
$2,999229,428 mi

Farmington, MN

2006 Volvo XC90 V8

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

2006 Volvo XC90 V8

Silver Lake, MN

UnscoredInsufficient · 0
$3,000334,766 mi

Silver Lake, MN

2006 Kia Sedona LX

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

2006 Kia Sedona LX

Apple Valley, MN

UnscoredInsufficient · 0
$3,210146,872 mi

Apple Valley, MN

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Sleepy Eye, MN

UnscoredInsufficient · 4
$3,250185,105 mi

Comparison: 4 similar vehicles

Sleepy Eye, MN

2003 Ford Ranger Edge

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

2003 Ford Ranger Edge

Burnsville, MN

Unscored
$3,270144,832 mi

Comparison: 10 similar vehicles

Burnsville, MN

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Saint Bonifacius, MN

UnscoredInsufficient · 3
$3,270291,615 mi

Comparison: 3 similar vehicles

Saint Bonifacius, MN

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Savage, MN

UnscoredInsufficient · 3
$3,298191,925 mi

Comparison: 3 similar vehicles

Savage, MN

2010 Mercury Mariner Base

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

2010 Mercury Mariner Base

Farmington, MN

UnscoredInsufficient · 0
$3,299177,845 mi

Farmington, MN

2011 Jeep Liberty Sport

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

2011 Jeep Liberty Sport

Glencoe, MN

UnscoredInsufficient · 0
$3,345200,036 mi

Glencoe, MN

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Glencoe, MN

Salvage title
$3,345200,369 mi

Glencoe, MN

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Glencoe, MN

UnscoredInsufficient · 0
$3,345280,539 mi

Glencoe, MN

2009 Ford Fusion SE

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

2009 Ford Fusion SE

Apple Valley, MN

UnscoredInsufficient · 4
$3,401182,896 mi

Comparison: 4 similar vehicles

Apple Valley, MN

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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