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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

2,048 listings found

2007 Ford Explorer XLT

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

2007 Ford Explorer XLT

Waterloo, IA

UnscoredInsufficient · 0
$1,799197,185 mi

Waterloo, IA

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Waterloo, IA

Unscored
$2,000180,772 mi

Comparison: 22 similar vehicles

Waterloo, IA

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Waterloo, IA

Unscored
$2,100201,251 mi

Comparison: 27 similar vehicles

Waterloo, IA

1998 Ford F-150 XLT

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

1998 Ford F-150 XLT

Waterloo, IA

UnscoredInsufficient · 0
$2,380239,991 mi

Waterloo, IA

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Waterloo, IA

Unscored
$2,400269,410 mi

Comparison: 11 similar vehicles

Waterloo, IA

No Photo

2015 Chevrolet Cruze 1LT

Waterloo, IA

Unscored
$2,500181,000 mi

Comparison: 50 similar vehicles

Waterloo, IA

2012 Chrysler Town & Country Touring-L

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

2012 Chrysler Town & Country Touring-L

Waterloo, IA

UnscoredInsufficient · 3
$2,500190,729 mi

Comparison: 3 similar vehicles

Waterloo, IA

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Waterloo, IA

Unscored
$2,580250,731 mi

Comparison: 12 similar vehicles

Waterloo, IA

2005 Toyota Corolla LE

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

2005 Toyota Corolla LE

Waterloo, IA

UnscoredInsufficient · 0
$2,600147,000 mi

Waterloo, IA

2008 Dodge Grand Caravan SE

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

2008 Dodge Grand Caravan SE

Waterloo, IA

UnscoredInsufficient · 0
$2,630143,533 mi

Waterloo, IA

2004 GMC Yukon SLE

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

2004 GMC Yukon SLE

Waterloo, IA

UnscoredInsufficient · 0
$2,799204,264 mi

Waterloo, IA

2010 Kia Forte EX

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

2010 Kia Forte EX

Waterloo, IA

UnscoredInsufficient · 0
$2,930240,622 mi

Waterloo, IA

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

Waterloo, IA

Unscored
$2,995188,616 mi

Comparison: 5 similar vehicles

Waterloo, IA

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Waterloo, IA

UnscoredInsufficient · 3
$3,145165,908 mi

Comparison: 3 similar vehicles

Waterloo, IA

2008 Chevrolet Silverado 1500 LTZ

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

2008 Chevrolet Silverado 1500 LTZ

Waterloo, IA

UnscoredInsufficient · 4
$3,335215,752 mi

Comparison: 4 similar vehicles

Waterloo, IA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Waterloo, IA

Unscored
$3,500204,029 mi

Comparison: 42 similar vehicles

Waterloo, IA

2012 Chevrolet Silverado 1500 Work Truck

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

2012 Chevrolet Silverado 1500 Work Truck

Waterloo, IA

UnscoredInsufficient · 4
$3,622231,064 mi

Comparison: 4 similar vehicles

Waterloo, IA

2015 Buick Encore Leather

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

2015 Buick Encore Leather

Waterloo, IA

Unscored
$3,625172,469 mi

Comparison: 7 similar vehicles

Waterloo, IA

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Waterloo, IA

Unscored
$3,842182,004 mi

Comparison: 22 similar vehicles

Waterloo, IA

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Waterloo, IA

Unscored
$3,90077,910 mi

Comparison: 21 similar vehicles

Waterloo, IA

2005 GMC Canyon Z71 SLE

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

2005 GMC Canyon Z71 SLE

Waterloo, IA

UnscoredInsufficient · 0
$3,930204,900 mi

Waterloo, IA

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Waterloo, IA

Great DealLimited · 11
$4,00593,532 mi

Market: $4,895 – $7,995

Comparison: 11 similar vehicles

Competitively priced ~18% below the typical range compared to similar vehicles · 15 days listed (based on current market benchmarks)

Waterloo, IA

2014 Ford Focus SE

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

2014 Ford Focus SE

Waterloo, IA

Salvage title
$4,278137,501 mi

Waterloo, IA

2013 Ford Flex Limited

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

2013 Ford Flex Limited

Waterloo, IA

Unscored
$4,347184,355 mi

Comparison: 19 similar vehicles

Waterloo, IA

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Waterloo, IA

UnscoredInsufficient · 4
$4,578114,522 mi

Comparison: 4 similar vehicles

Waterloo, IA

2012 Nissan Altima S

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

2012 Nissan Altima S

Waterloo, IA

Unscored
$4,595183,060 mi

Comparison: 8 similar vehicles

Waterloo, IA

2014 Volkswagen Passat SEL Premium

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

2014 Volkswagen Passat SEL Premium

Waterloo, IA

Unscored
$4,600170,000 mi

Comparison: 6 similar vehicles

Waterloo, IA

2011 Subaru Impreza 2.5i Premium

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

2011 Subaru Impreza 2.5i Premium

Waterloo, IA

UnscoredInsufficient · 0
$4,679151,874 mi

Waterloo, IA

2013 Mazda CX-5 Sport

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

2013 Mazda CX-5 Sport

Waterloo, IA

UnscoredInsufficient · 0
$4,687197,128 mi

Waterloo, IA

2010 Ford Edge SEL

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

2010 Ford Edge SEL

Waterloo, IA

UnscoredInsufficient · 4
$4,700123,000 mi

Comparison: 4 similar vehicles

Waterloo, IA

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Waterloo, IA

Salvage title
$4,715153,309 mi

Waterloo, IA

2014 Dodge Dart Limited

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

2014 Dodge Dart Limited

Waterloo, IA

UnscoredInsufficient · 0
$4,900113,379 mi

Waterloo, IA

2007 Toyota Camry Hybrid

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

2007 Toyota Camry Hybrid

Waterloo, IA

UnscoredInsufficient · 0
$4,900148,701 mi

Waterloo, IA

2013 Ford Flex SEL

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

2013 Ford Flex SEL

Waterloo, IA

Unscored
$4,978149,029 mi

Comparison: 5 similar vehicles

Waterloo, IA

2008 Toyota Corolla LE

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

2008 Toyota Corolla LE

Waterloo, IA

UnscoredInsufficient · 0
$4,978165,202 mi

Waterloo, IA

2012 Volkswagen CC Luxury

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

2012 Volkswagen CC Luxury

Waterloo, IA

UnscoredInsufficient · 0
$4,995151,161 mi

Waterloo, IA

2011 Dodge Durango Express

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

2011 Dodge Durango Express

Waterloo, IA

UnscoredInsufficient · 0
$4,995225,893 mi

Waterloo, IA

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Waterloo, IA

Unscored
$4,999179,000 mi

Comparison: 59 similar vehicles

Waterloo, IA

No Photo

2012 Chevrolet Malibu Fleet

Waterloo, IA

Unscored
$4,999236,410 mi

Comparison: 7 similar vehicles

Waterloo, IA

2008 Dodge Nitro SXT

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

2008 Dodge Nitro SXT

Waterloo, IA

UnscoredInsufficient · 0
$4,999218,000 mi

Waterloo, IA

2008 Mitsubishi Eclipse GS

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

2008 Mitsubishi Eclipse GS

Waterloo, IA

UnscoredInsufficient · 0
$5,000147,527 mi

Waterloo, IA

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Waterloo, IA

Unscored
$5,144203,086 mi

Comparison: 33 similar vehicles

Waterloo, IA

2013 Buick Verano 1SG

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

2013 Buick Verano 1SG

Waterloo, IA

UnscoredInsufficient · 0
$5,189141,736 mi

Waterloo, IA

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Waterloo, IA

Salvage title
$5,200128,897 mi

Waterloo, IA

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Waterloo, IA

Unscored
$5,380181,742 mi

Comparison: 18 similar vehicles

Waterloo, IA

2009 Honda Accord LX

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

2009 Honda Accord LX

Waterloo, IA

Unscored
$5,409198,497 mi

Comparison: 5 similar vehicles

Waterloo, IA

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

Waterloo, IA

UnscoredInsufficient · 4
$5,500177,905 mi

Comparison: 4 similar vehicles

Waterloo, IA

2004 Nissan Titan LE

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

2004 Nissan Titan LE

Waterloo, IA

Unscored
$5,500122,688 mi

Comparison: 9 similar vehicles

Waterloo, IA

2013 Volkswagen Jetta Base

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

2013 Volkswagen Jetta Base

Waterloo, IA

UnscoredInsufficient · 0
$5,600157,000 mi

Waterloo, IA

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Waterloo, IA

Unscored
$5,750139,000 mi

Comparison: 8 similar vehicles

Waterloo, 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 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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