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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 8, 2026

7.3M+

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

10,378 listings found

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

Belle Plaine, IA

UnscoredInsufficient · 0
$1,495189,334 mi

Belle Plaine, IA

2004 Saturn ION 3

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

2004 Saturn ION 3

Des Moines, IA

UnscoredInsufficient · 0
$1,900151,596 mi

Des Moines, IA

2007 Chevrolet Silverado 1500

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

2007 Chevrolet Silverado 1500

Hubbard, IA

UnscoredInsufficient · 0
$1,950286,778 mi

Hubbard, IA

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Hubbard, IA

Unscored
$1,950263,574 mi

Comparison: 9 similar vehicles

Hubbard, IA

2007 Nissan Murano SL

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

2007 Nissan Murano SL

Des Moines, IA

Unscored
$1,971206,322 mi

Comparison: 23 similar vehicles

Des Moines, IA

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Des Moines, IA

UnscoredInsufficient · 4
$1,991155,352 mi

Comparison: 4 similar vehicles

Des Moines, IA

2007 Buick Rendezvous CX

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

2007 Buick Rendezvous CX

Des Moines, IA

UnscoredInsufficient · 0
$2,175302,952 mi

Des Moines, IA

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Des Moines, IA

Unscored
$2,372224,090 mi

Comparison: 6 similar vehicles

Des Moines, IA

2004 Ford Explorer Sport Trac Adrenalin

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

2004 Ford Explorer Sport Trac Adrenalin

Des Moines, IA

Salvage title
$2,375192,302 mi

Des Moines, IA

2009 Ford Flex SEL

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

2009 Ford Flex SEL

Des Moines, IA

Unscored
$2,395204,541 mi

Comparison: 6 similar vehicles

Des Moines, IA

2002 Toyota Camry LE V6

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

2002 Toyota Camry LE V6

Des Moines, IA

UnscoredInsufficient · 0
$2,450320,000 mi

Des Moines, IA

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Des Moines, IA

UnscoredInsufficient · 0
$2,495169,160 mi

Des Moines, IA

2001 Ford F-150 XLT

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

2001 Ford F-150 XLT

Des Moines, IA

Unscored
$2,495192,946 mi

Comparison: 10 similar vehicles

Des Moines, IA

1993 Jeep Cherokee COUNTRY

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

1993 Jeep Cherokee COUNTRY

Grundy Center, IA

UnscoredInsufficient · 0
$2,495Mileage not verified

Grundy Center, IA

2002 Cadillac DeVille Base

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

2002 Cadillac DeVille Base

Des Moines, IA

UnscoredInsufficient · 0
$2,500169,272 mi

Des Moines, IA

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Belle Plaine, IA

Unscored
$2,595Mileage not verified

Comparison: 17 similar vehicles

Belle Plaine, IA

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Des Moines, IA

UnscoredInsufficient · 4
$2,675214,401 mi

Comparison: 4 similar vehicles

Des Moines, IA

2008 Volkswagen Jetta SE

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

2008 Volkswagen Jetta SE

Des Moines, IA

Salvage title
$2,675263,486 mi

Des Moines, IA

2008 Mercury Mariner Premier

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

2008 Mercury Mariner Premier

Carlisle, IA

UnscoredInsufficient · 0
$2,799230,000 mi

Carlisle, IA

2010 Chevrolet Malibu 2LT

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

2010 Chevrolet Malibu 2LT

Des Moines, IA

UnscoredInsufficient · 0
$2,850146,389 mi

Des Moines, IA

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Hubbard, IA

Unscored
$2,950216,241 mi

Comparison: 6 similar vehicles

Hubbard, IA

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Des Moines, IA

Unscored
$2,950245,359 mi

Comparison: 8 similar vehicles

Des Moines, IA

2006 Toyota Sienna XLE Limited

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

2006 Toyota Sienna XLE Limited

Des Moines, IA

UnscoredInsufficient · 0
$2,950250,000 mi

Des Moines, IA

2005 Buick Rendezvous CX AWD

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

2005 Buick Rendezvous CX AWD

Hubbard, IA

UnscoredInsufficient · 0
$2,950107,126 mi

Hubbard, IA

2004 Chevrolet Silverado 1500 Work Truck

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

2004 Chevrolet Silverado 1500 Work Truck

Hubbard, IA

UnscoredInsufficient · 0
$2,950173,172 mi

Hubbard, IA

2002 Lexus ES 300

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

2002 Lexus ES 300

Des Moines, IA

UnscoredInsufficient · 4
$2,950214,826 mi

Comparison: 4 similar vehicles

Des Moines, IA

2000 Ford F-150 XLT

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

2000 Ford F-150 XLT

Hubbard, IA

UnscoredInsufficient · 0
$2,950136,137 mi

Hubbard, IA

2008 Pontiac G6 1SV

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

2008 Pontiac G6 1SV

Vinton, IA

UnscoredInsufficient · 0
$2,990253,026 mi

Vinton, IA

2006 Saturn ION 2

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

2006 Saturn ION 2

Vinton, IA

UnscoredInsufficient · 0
$2,990250,609 mi

Vinton, IA

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Des Moines, IA

UnscoredInsufficient · 3
$2,995198,000 mi

Comparison: 3 similar vehicles

Des Moines, IA

2012 Chevrolet Traverse 1LT

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

2012 Chevrolet Traverse 1LT

Des Moines, IA

Unscored
$2,995227,887 mi

Comparison: 8 similar vehicles

Des Moines, IA

2007 Hyundai Elantra SE

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

2007 Hyundai Elantra SE

Des Moines, IA

UnscoredInsufficient · 0
$2,995193,000 mi

Des Moines, IA

2006 Ford Five Hundred SEL

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

2006 Ford Five Hundred SEL

Des Moines, IA

UnscoredInsufficient · 0
$2,995141,205 mi

Des Moines, IA

2005 Saturn VUE Base

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

2005 Saturn VUE Base

Des Moines, IA

UnscoredInsufficient · 0
$2,995254,189 mi

Des Moines, IA

2013 Dodge Journey Crew

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

2013 Dodge Journey Crew

Des Moines, IA

UnscoredInsufficient · 0
$2,999226,000 mi

Des Moines, IA

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Des Moines, IA

UnscoredInsufficient · 0
$2,999227,000 mi

Des Moines, IA

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Des Moines, IA

Unscored
$2,999173,096 mi

Comparison: 9 similar vehicles

Des Moines, IA

2008 Hyundai Sonata GLS

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

2008 Hyundai Sonata GLS

Des Moines, IA

UnscoredInsufficient · 3
$2,999132,000 mi

Comparison: 3 similar vehicles

Des Moines, IA

2007 Ford Five Hundred SEL

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

2007 Ford Five Hundred SEL

Des Moines, IA

UnscoredInsufficient · 0
$2,999201,559 mi

Des Moines, IA

2004 Lexus ES 330

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

2004 Lexus ES 330

Des Moines, IA

Salvage title
$2,999251,000 mi

Des Moines, IA

2003 Hyundai Santa Fe GLS

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

2003 Hyundai Santa Fe GLS

Des Moines, IA

Unscored
$2,999215,328 mi

Comparison: 5 similar vehicles

Des Moines, IA

2003 Nissan Maxima GLE

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

2003 Nissan Maxima GLE

Ankeny, IA

Salvage title
$3,000153,900 mi

Ankeny, IA

2002 Buick LeSabre Limited

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

2002 Buick LeSabre Limited

Ankeny, IA

UnscoredInsufficient · 0
$3,000153,300 mi

Ankeny, IA

2013 Dodge Grand Caravan SE

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

2013 Dodge Grand Caravan SE

Grinnell, IA

Unscored
$3,160217,088 mi

Comparison: 11 similar vehicles

Grinnell, IA

2007 Honda Accord SE

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

2007 Honda Accord SE

Des Moines, IA

UnscoredInsufficient · 0
$3,175241,539 mi

Des Moines, IA

2015 Ford Focus SE

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

2015 Ford Focus SE

Pleasant Hill, IA

Unscored
$3,180164,743 mi

Comparison: 5 similar vehicles

Pleasant Hill, IA

2013 Ford Focus SE

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

2013 Ford Focus SE

Pleasant Hill, IA

Unscored
$3,180173,780 mi

Comparison: 15 similar vehicles

Pleasant Hill, IA

2004 Ford Expedition XLT

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

2004 Ford Expedition XLT

Pleasant Hill, IA

Salvage title
$3,180247,319 mi

Pleasant Hill, IA

2004 Lexus ES 330

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

2004 Lexus ES 330

Pleasant Hill, IA

Unscored
$3,180254,434 mi

Comparison: 6 similar vehicles

Pleasant Hill, IA

2011 Chevrolet Malibu 1LS

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

2011 Chevrolet Malibu 1LS

Des Moines, IA

Unscored
$3,250172,000 mi

Comparison: 7 similar vehicles

Des Moines, IA

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 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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