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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

2,905 listings found

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Urbandale, IA

Unscored
$4,176230,436 mi

Comparison: 6 similar vehicles

Urbandale, IA

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Urbandale, IA

Unscored
$5,140189,667 mi

Comparison: 18 similar vehicles

Urbandale, IA

2015 Volkswagen Passat SE

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

2015 Volkswagen Passat SE

Urbandale, IA

UnscoredInsufficient · 3
$5,141196,618 mi

Comparison: 3 similar vehicles

Urbandale, IA

2007 Mitsubishi Lancer

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

2007 Mitsubishi Lancer

Urbandale, IA

UnscoredInsufficient · 0
$5,44377,119 mi

Urbandale, IA

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Urbandale, IA

Unscored
$5,725183,657 mi

Comparison: 13 similar vehicles

Urbandale, IA

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Urbandale, IA

Unscored
$5,930126,239 mi

Comparison: 7 similar vehicles

Urbandale, IA

2008 BMW 3 Series 335xi

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

2008 BMW 3 Series 335xi

Urbandale, IA

UnscoredInsufficient · 0
$5,988130,043 mi

Urbandale, IA

2009 Pontiac Vibe Base

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

2009 Pontiac Vibe Base

Urbandale, IA

Unscored
$6,355128,729 mi

Comparison: 5 similar vehicles

Urbandale, IA

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Urbandale, IA

Unscored
$6,995207,051 mi

Comparison: 19 similar vehicles

Urbandale, IA

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Urbandale, IA

Unscored
$7,176139,560 mi

Comparison: 11 similar vehicles

Urbandale, IA

2016 Nissan Pathfinder SV

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

2016 Nissan Pathfinder SV

Urbandale, IA

UnscoredInsufficient · 3
$7,495131,222 mi

Comparison: 3 similar vehicles

Urbandale, IA

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Urbandale, IA

Fair PriceLimited · 13
$7,99593,926 mi

Market: $7,500 – $10,900

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Urbandale, IA

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Urbandale, IA

UnscoredInsufficient · 4
$8,17482,740 mi

Comparison: 4 similar vehicles

Urbandale, IA

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Urbandale, IA

Unscored
$8,450161,761 mi

Comparison: 5 similar vehicles

Urbandale, IA

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Urbandale, IA

Unscored
$8,454176,628 mi

Comparison: 10 similar vehicles

Urbandale, IA

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Urbandale, IA

UnscoredInsufficient · 0
$8,480121,183 mi

Urbandale, IA

2013 BMW X1 28i

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

2013 BMW X1 28i

Urbandale, IA

UnscoredInsufficient · 0
$8,495117,889 mi

Urbandale, IA

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Urbandale, IA

UnscoredInsufficient · 4
$8,495146,849 mi

Comparison: 4 similar vehicles

Urbandale, IA

2016 Lincoln MKX Select

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

2016 Lincoln MKX Select

Urbandale, IA

UnscoredInsufficient · 3
$8,676140,943 mi

Comparison: 3 similar vehicles

Urbandale, IA

2012 Cadillac CTS Sport Sedan Performance Collection

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

2012 Cadillac CTS Sport Sedan Performance Collection

Urbandale, IA

UnscoredInsufficient · 0
$8,676112,044 mi

Urbandale, IA

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Urbandale, IA

Unscored
$8,957183,469 mi

Comparison: 13 similar vehicles

Urbandale, IA

2019 Nissan Sentra SR

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

2019 Nissan Sentra SR

Urbandale, IA

UnscoredInsufficient · 3
$8,976143,114 mi

Comparison: 3 similar vehicles

Urbandale, IA

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Urbandale, IA

Unscored
$9,152154,597 mi

Comparison: 9 similar vehicles

Urbandale, IA

2015 FIAT 500c Abarth

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

2015 FIAT 500c Abarth

Urbandale, IA

UnscoredInsufficient · 0
$9,395101,898 mi

Urbandale, IA

2018 Dodge Journey Crossroad

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

2018 Dodge Journey Crossroad

Urbandale, IA

Fair PriceModerate · 24
$9,489111,919 mi

Market: $6,175 – $16,684

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Urbandale, IA

2017 Volkswagen Tiguan SEL

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

2017 Volkswagen Tiguan SEL

Urbandale, IA

UnscoredInsufficient · 0
$9,49598,306 mi

Urbandale, IA

2015 Buick LaCrosse Leather

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

2015 Buick LaCrosse Leather

Urbandale, IA

Unscored
$9,495145,537 mi

Comparison: 6 similar vehicles

Urbandale, IA

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Urbandale, IA

Unscored
$9,495125,177 mi

Comparison: 7 similar vehicles

Urbandale, IA

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Urbandale, IA

Unscored
$9,513145,616 mi

Comparison: 19 similar vehicles

Urbandale, IA

2016 Volkswagen Jetta S

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

2016 Volkswagen Jetta S

Urbandale, IA

UnscoredInsufficient · 0
$9,750103,332 mi

Urbandale, IA

2018 Ford Ecosport SES

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

2018 Ford Ecosport SES

Urbandale, IA

UnscoredInsufficient · 3
$9,78892,685 mi

Comparison: 3 similar vehicles

Urbandale, IA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Urbandale, IA

Fair PriceModerate · 46
$9,97698,877 mi

Market: $3,500 – $12,995

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Urbandale, IA

2019 Chevrolet Bolt EV LT

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

2019 Chevrolet Bolt EV LT

Urbandale, IA

UnscoredInsufficient · 0
$9,995130,804 mi

Urbandale, IA

2016 Jeep Compass High Altitude

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

2016 Jeep Compass High Altitude

Urbandale, IA

Fair PriceLimited · 10
$9,99587,904 mi

Market: $5,900 – $11,338

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Urbandale, IA

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Urbandale, IA

UnscoredInsufficient · 3
$9,995133,144 mi

Comparison: 3 similar vehicles

Urbandale, IA

2013 Acura RDX Technology Package

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

2013 Acura RDX Technology Package

Urbandale, IA

UnscoredInsufficient · 0
$9,995108,857 mi

Urbandale, IA

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Urbandale, IA

Unscored
$10,043124,410 mi

Comparison: 8 similar vehicles

Urbandale, IA

2002 Ford F-250 Super Duty XL

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

2002 Ford F-250 Super Duty XL

Urbandale, IA

UnscoredInsufficient · 0
$10,16586,335 mi

Urbandale, IA

2013 Mercedes-Benz C-Class C300 Luxury

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

2013 Mercedes-Benz C-Class C300 Luxury

Urbandale, IA

UnscoredInsufficient · 3
$10,171106,320 mi

Comparison: 3 similar vehicles

Urbandale, IA

2018 Chevrolet Traverse LS

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

2018 Chevrolet Traverse LS

Urbandale, IA

Unscored
$10,176134,268 mi

Comparison: 6 similar vehicles

Urbandale, IA

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Urbandale, IA

Unscored
$10,176121,148 mi

Comparison: 5 similar vehicles

Urbandale, IA

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Urbandale, IA

Unscored
$10,176145,492 mi

Comparison: 13 similar vehicles

Urbandale, IA

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Urbandale, IA

UnscoredInsufficient · 4
$10,17696,469 mi

Comparison: 4 similar vehicles

Urbandale, IA

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Urbandale, IA

Unscored
$10,179172,830 mi

Comparison: 6 similar vehicles

Urbandale, IA

2014 Hyundai Elantra GT Base

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

2014 Hyundai Elantra GT Base

Urbandale, IA

UnscoredInsufficient · 0
$10,295113,763 mi

Urbandale, IA

2013 Toyota Highlander Limited

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

2013 Toyota Highlander Limited

Urbandale, IA

Unscored
$10,455211,174 mi

Comparison: 12 similar vehicles

Urbandale, IA

2018 Nissan Murano Platinum

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

2018 Nissan Murano Platinum

Urbandale, IA

Unscored
$10,495157,365 mi

Comparison: 5 similar vehicles

Urbandale, IA

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Urbandale, IA

UnscoredInsufficient · 3
$10,595109,691 mi

Comparison: 3 similar vehicles

Urbandale, IA

2016 Mazda MAZDA6 i Sport

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

2016 Mazda MAZDA6 i Sport

Urbandale, IA

UnscoredInsufficient · 4
$10,841131,984 mi

Comparison: 4 similar vehicles

Urbandale, IA

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Urbandale, IA

UnscoredInsufficient · 3
$10,98861,915 mi

Comparison: 3 similar vehicles

Urbandale, 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 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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