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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

36,139 listings found

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Inver Grove Heights, MN

UnscoredInsufficient · 0
$1,499209,188 mi

Inver Grove Heights, MN

2000 Nissan Maxima GLE

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

2000 Nissan Maxima GLE

Hastings, MN

UnscoredInsufficient · 0
$1,987247,314 mi

Hastings, MN

2008 Chrysler PT Cruiser LIMITED

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

2008 Chrysler PT Cruiser LIMITED

Pine Island, MN

UnscoredInsufficient · 4
$1,99598,351 mi

Comparison: 4 similar vehicles

Pine Island, MN

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Lakeland, MN

UnscoredInsufficient · 3
$1,995314,268 mi

Comparison: 3 similar vehicles

Lakeland, MN

2002 Honda CR-V EX

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

2002 Honda CR-V EX

Lakeland, MN

UnscoredInsufficient · 0
$1,995302,912 mi

Lakeland, MN

2011 Chrysler Town & Country Touring-L

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

2011 Chrysler Town & Country Touring-L

Farmington, MN

Unscored
$1,999252,214 mi

Comparison: 5 similar vehicles

Farmington, MN

2011 Chevrolet HHR LT

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

2011 Chevrolet HHR LT

Rochester, MN

Unscored
$1,999219,112 mi

Comparison: 5 similar vehicles

Rochester, 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

2007 Chevrolet Malibu LT

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

2007 Chevrolet Malibu LT

Farmington, MN

UnscoredInsufficient · 0
$1,999140,662 mi

Farmington, MN

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Rochester, MN

UnscoredInsufficient · 3
$1,999274,245 mi

Comparison: 3 similar vehicles

Rochester, MN

1996 Ford Econoline

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

1996 Ford Econoline

Rochester, MN

UnscoredInsufficient · 0
$1,999178,112 mi

Rochester, MN

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Saint Paul, MN

UnscoredInsufficient · 0
$2,000181,040 mi

Saint Paul, 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
$2,000305,799 mi

Prior Lake, MN

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Stewartville, MN

Unscored
$2,100105,788 mi

Comparison: 12 similar vehicles

Stewartville, MN

2012 Chevrolet Equinox 2LT

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

2012 Chevrolet Equinox 2LT

Rochester, MN

Unscored
$2,250180,740 mi

Comparison: 5 similar vehicles

Rochester, MN

2002 Subaru Forester L

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

2002 Subaru Forester L

Lakeland, MN

UnscoredInsufficient · 0
$2,250189,000 mi

Lakeland, MN

2009 Kia Rondo LX

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

2009 Kia Rondo LX

Farmington, MN

UnscoredInsufficient · 0
$2,297165,803 mi

Farmington, MN

2006 Ford Freestyle Limited

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

2006 Ford Freestyle Limited

Savage, MN

UnscoredInsufficient · 0
$2,298128,182 mi

Savage, MN

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Hastings, MN

UnscoredInsufficient · 4
$2,337183,459 mi

Comparison: 4 similar vehicles

Hastings, MN

1999 Lexus RX 300

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

1999 Lexus RX 300

Lakeland, MN

UnscoredInsufficient · 0
$2,350302,751 mi

Lakeland, MN

2011 Kia Soul Base

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

2011 Kia Soul Base

Rochester, MN

UnscoredInsufficient · 0
$2,395259,000 mi

Rochester, MN

1999 Volkswagen New Beetle GLS

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

1999 Volkswagen New Beetle GLS

Savage, MN

UnscoredInsufficient · 0
$2,450174,000 mi

Savage, MN

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: 8 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

2002 Dodge Ram 1500 Pickup

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

2002 Dodge Ram 1500 Pickup

Pine Island, MN

UnscoredInsufficient · 0
$2,495245,954 mi

Pine Island, 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

2010 Mazda MAZDA3 i Sport

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

2010 Mazda MAZDA3 i Sport

Savage, MN

UnscoredInsufficient · 0
$2,499238,573 mi

Savage, MN

2005 Buick Rendezvous CX

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

2005 Buick Rendezvous CX

Rochester, MN

UnscoredInsufficient · 0
$2,500173,000 mi

Rochester, MN

2004 Honda Element EX

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

2004 Honda Element EX

Rochester, MN

UnscoredInsufficient · 3
$2,500206,685 mi

Comparison: 3 similar vehicles

Rochester, MN

2004 Toyota Sienna XLE

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

2004 Toyota Sienna XLE

Pine Island, MN

UnscoredInsufficient · 0
$2,500233,643 mi

Pine Island, MN

2014 Nissan Sentra SL

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

2014 Nissan Sentra SL

Rochester, MN

UnscoredInsufficient · 0
$2,550204,250 mi

Rochester, MN

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

Rosemount, MN

Unscored
$2,595207,646 mi

Comparison: 6 similar vehicles

Rosemount, 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

2007 Mercury Milan Base

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

2007 Mercury Milan Base

Pine Island, MN

UnscoredInsufficient · 0
$2,600156,690 mi

Pine Island, 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

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Lakeland, MN

UnscoredInsufficient · 3
$2,650223,772 mi

Comparison: 3 similar vehicles

Lakeland, MN

2010 Dodge Journey SE

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

2010 Dodge Journey SE

Hastings, MN

UnscoredInsufficient · 0
$2,687136,115 mi

Hastings, MN

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Lakeland, MN

UnscoredInsufficient · 3
$2,695212,631 mi

Comparison: 3 similar vehicles

Lakeland, 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

2010 Toyota RAV4 Base

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

2010 Toyota RAV4 Base

Rochester, MN

Unscored
$2,749304,851 mi

Comparison: 11 similar vehicles

Rochester, MN

2008 Honda Civic LX

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

2008 Honda Civic LX

Saint Paul Park, MN

Unscored
$2,79571,162 mi

Comparison: 5 similar vehicles

Saint Paul Park, 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

2010 Chevrolet Suburban LT

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

2010 Chevrolet Suburban LT

Rochester, MN

UnscoredInsufficient · 0
$2,800245,000 mi

Rochester, MN

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Pine Island, MN

Unscored
$2,895215,467 mi

Comparison: 5 similar vehicles

Pine Island, MN

2005 Ford Explorer XLT

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

2005 Ford Explorer XLT

Farmington, MN

UnscoredInsufficient · 4
$2,899166,025 mi

Comparison: 4 similar vehicles

Farmington, 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 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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