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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 10, 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

890 listings found

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Royal Oak, MI

Unscored
$2,495196,585 mi

Comparison: 5 similar vehicles

Royal Oak, MI

2011 Chrysler 200 S

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

2011 Chrysler 200 S

Royal Oak, MI

Unscored
$3,314173,968 mi

Comparison: 14 similar vehicles

Royal Oak, MI

2009 Ford Escape XLS

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

2009 Ford Escape XLS

Royal Oak, MI

UnscoredInsufficient · 3
$3,495135,487 mi

Comparison: 3 similar vehicles

Royal Oak, MI

2016 Ford Taurus SE

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

2016 Ford Taurus SE

Royal Oak, MI

Unscored
$3,500163,293 mi

Comparison: 8 similar vehicles

Royal Oak, MI

2016 Kia Soul Base

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

2016 Kia Soul Base

Royal Oak, MI

Unscored
$3,995118,649 mi

Comparison: 9 similar vehicles

Royal Oak, MI

2013 Kia Rio 5-Door LX

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

2013 Kia Rio 5-Door LX

Royal Oak, MI

Unscored
$3,995121,817 mi

Comparison: 7 similar vehicles

Royal Oak, MI

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Royal Oak, MI

Unscored
$4,264210,681 mi

Comparison: 37 similar vehicles

Royal Oak, MI

2016 Chrysler 200 C

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

2016 Chrysler 200 C

Royal Oak, MI

Unscored
$4,309215,640 mi

Comparison: 9 similar vehicles

Royal Oak, MI

2007 Volkswagen Passat 3.6

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

2007 Volkswagen Passat 3.6

Royal Oak, MI

UnscoredInsufficient · 0
$4,623139,182 mi

Royal Oak, MI

2013 Ford C-Max Energi SEL

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

2013 Ford C-Max Energi SEL

Royal Oak, MI

UnscoredInsufficient · 0
$4,995132,472 mi

Royal Oak, MI

2008 GMC Acadia SLT2

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

2008 GMC Acadia SLT2

Royal Oak, MI

Unscored
$4,995111,406 mi

Comparison: 7 similar vehicles

Royal Oak, MI

2016 Chevrolet Cruze Limited LS

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

2016 Chevrolet Cruze Limited LS

Royal Oak, MI

Fair PriceLimited · 11
$4,99999,314 mi

Market: $5,194 – $8,500

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 76 days listed (based on current market benchmarks)

Royal Oak, MI

2016 Dodge Grand Caravan SE Plus

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

2016 Dodge Grand Caravan SE Plus

Royal Oak, MI

Unscored
$4,999146,752 mi

Comparison: 14 similar vehicles

Royal Oak, MI

2018 Chevrolet Sonic LS

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

2018 Chevrolet Sonic LS

Royal Oak, MI

UnscoredInsufficient · 0
$5,000132,956 mi

Royal Oak, MI

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Royal Oak, MI

Unscored
$5,275105,663 mi

Comparison: 9 similar vehicles

Royal Oak, MI

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Royal Oak, MI

Unscored
$5,309137,530 mi

Comparison: 22 similar vehicles

Royal Oak, MI

2013 Cadillac ATS Standard

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

2013 Cadillac ATS Standard

Royal Oak, MI

UnscoredInsufficient · 4
$5,400157,118 mi

Comparison: 4 similar vehicles

Royal Oak, MI

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Royal Oak, MI

Unscored
$5,764137,920 mi

Comparison: 9 similar vehicles

Royal Oak, MI

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Royal Oak, MI

Unscored
$5,775221,719 mi

Comparison: 76 similar vehicles

Royal Oak, MI

2013 Ford C-Max SEL

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

2013 Ford C-Max SEL

Royal Oak, MI

UnscoredInsufficient · 3
$5,850102,091 mi

Comparison: 3 similar vehicles

Royal Oak, MI

2017 Subaru Legacy Base

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

2017 Subaru Legacy Base

Royal Oak, MI

UnscoredInsufficient · 3
$5,995171,319 mi

Comparison: 3 similar vehicles

Royal Oak, MI

2016 Honda Fit EX-L

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

2016 Honda Fit EX-L

Royal Oak, MI

UnscoredInsufficient · 0
$5,995206,264 mi

Royal Oak, MI

2015 Ford C-Max SE

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

2015 Ford C-Max SE

Royal Oak, MI

Unscored
$5,99594,882 mi

Comparison: 8 similar vehicles

Royal Oak, MI

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Royal Oak, MI

UnscoredInsufficient · 3
$5,995126,414 mi

Comparison: 3 similar vehicles

Royal Oak, MI

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Royal Oak, MI

OverpricedModerate · 31
$6,275107,465 mi

Market: $1,480 – $4,995

Comparison: 31 similar vehicles

Priced ~26% above the typical market range for similar vehicles (based on current market benchmarks)

Royal Oak, MI

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Royal Oak, MI

Unscored
$6,500149,787 mi

Comparison: 41 similar vehicles

Royal Oak, MI

2018 Dodge Journey Crossroad

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

2018 Dodge Journey Crossroad

Royal Oak, MI

UnscoredInsufficient · 4
$6,500160,257 mi

Comparison: 4 similar vehicles

Royal Oak, MI

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Royal Oak, MI

Fair PriceRobust · 58
$6,50098,480 mi

Market: $3,814 – $16,280

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Royal Oak, MI

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Royal Oak, MI

Fair PriceRobust · 58
$7,00081,636 mi

Market: $3,814 – $16,280

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Royal Oak, MI

2017 Ford Explorer Utility Police Interceptor

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

2017 Ford Explorer Utility Police Interceptor

Royal Oak, MI

Unscored
$7,27579,568 mi

Comparison: 7 similar vehicles

Royal Oak, MI

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Royal Oak, MI

Unscored
$7,389170,957 mi

Comparison: 7 similar vehicles

Royal Oak, MI

2013 Dodge Dart Rallye

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

2013 Dodge Dart Rallye

Royal Oak, MI

Unscored
$7,49567,660 mi

Comparison: 8 similar vehicles

Royal Oak, MI

2020 Kia Optima LX

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

2020 Kia Optima LX

Royal Oak, MI

Great DealLimited · 11
$7,995118,552 mi

Market: $9,305 – $15,999

Comparison: 11 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 113 days listed (based on current market benchmarks)

Royal Oak, MI

2014 Ford Edge Sport

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

2014 Ford Edge Sport

Royal Oak, MI

Unscored
$7,995125,662 mi

Comparison: 5 similar vehicles

Royal Oak, MI

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Royal Oak, MI

Fair PriceRobust · 62
$8,00065,761 mi

Market: $5,939 – $11,633

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Royal Oak, MI

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Royal Oak, MI

Fair PriceModerate · 44
$8,091113,318 mi

Market: $4,275 – $11,151

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Royal Oak, MI

2005 Lexus GX 470

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

2005 Lexus GX 470

Royal Oak, MI

UnscoredInsufficient · 0
$8,495158,533 mi

Royal Oak, MI

2017 Jeep Cherokee Limited

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

2017 Jeep Cherokee Limited

Royal Oak, MI

UnscoredInsufficient · 4
$8,647147,690 mi

Comparison: 4 similar vehicles

Royal Oak, MI

2010 BMW 5 Series 535i

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

2010 BMW 5 Series 535i

Royal Oak, MI

UnscoredInsufficient · 0
$8,78979,719 mi

Royal Oak, MI

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Royal Oak, MI

Unscored
$8,992120,246 mi

Comparison: 47 similar vehicles

Royal Oak, MI

2014 Volkswagen Golf TDI

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

2014 Volkswagen Golf TDI

Royal Oak, MI

UnscoredInsufficient · 0
$8,993107,533 mi

Royal Oak, MI

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Royal Oak, MI

Fair PriceModerate · 26
$8,995101,147 mi

Market: $6,999 – $18,275

Comparison: 26 similar vehicles

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

Royal Oak, MI

2013 Kia Optima EX

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

2013 Kia Optima EX

Royal Oak, MI

UnscoredInsufficient · 4
$9,02760,089 mi

Comparison: 4 similar vehicles

Royal Oak, MI

2009 Jeep Wrangler Sahara

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

2009 Jeep Wrangler Sahara

Royal Oak, MI

Unscored
$9,188138,003 mi

Comparison: 7 similar vehicles

Royal Oak, MI

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Royal Oak, MI

Unscored
$9,896121,626 mi

Comparison: 103 similar vehicles

Royal Oak, MI

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Royal Oak, MI

Fair PriceRobust · 60
$9,995117,617 mi

Market: $5,311 – $15,595

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Royal Oak, MI

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Royal Oak, MI

UnscoredInsufficient · 0
$9,99535,188 mi

Royal Oak, MI

2017 Dodge Durango SXT Plus

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

2017 Dodge Durango SXT Plus

Royal Oak, MI

Unscored
$10,309129,575 mi

Comparison: 6 similar vehicles

Royal Oak, MI

2018 Jeep Grand Cherokee Laredo E

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

2018 Jeep Grand Cherokee Laredo E

Royal Oak, MI

Unscored
$10,850121,819 mi

Comparison: 38 similar vehicles

Royal Oak, MI

2019 Kia Soul Base

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

2019 Kia Soul Base

Royal Oak, MI

Unscored
$10,87488,850 mi

Comparison: 7 similar vehicles

Royal Oak, MI

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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