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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

926 listings found

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Orion Township, MI

Unscored
$5,314131,880 mi

Comparison: 12 similar vehicles

Orion Township, MI

2012 Dodge Grand Caravan SXT

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

2012 Dodge Grand Caravan SXT

Orion Township, MI

Unscored
$5,950156,722 mi

Comparison: 5 similar vehicles

Orion Township, MI

2009 Chrysler Town & Country LX

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

2009 Chrysler Town & Country LX

Orion Township, MI

UnscoredInsufficient · 0
$6,314142,958 mi

Orion Township, MI

2014 Chevrolet Malibu 1LZ

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

2014 Chevrolet Malibu 1LZ

Orion Township, MI

Unscored
$6,814158,357 mi

Comparison: 8 similar vehicles

Orion Township, MI

2008 Chrysler Town & Country LX

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

2008 Chrysler Town & Country LX

Orion Township, MI

UnscoredInsufficient · 0
$6,850114,534 mi

Orion Township, MI

2016 GMC Terrain SLE-2

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

2016 GMC Terrain SLE-2

Orion Township, MI

Unscored
$6,950163,970 mi

Comparison: 16 similar vehicles

Orion Township, MI

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Orion Township, MI

Unscored
$6,995153,281 mi

Comparison: 7 similar vehicles

Orion Township, MI

2016 Ford Escape SE

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

2016 Ford Escape SE

Orion Township, MI

Unscored
$7,814121,860 mi

Comparison: 57 similar vehicles

Orion Township, MI

2016 Jeep Renegade Sport

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

2016 Jeep Renegade Sport

Orion Township, MI

Fair PriceLimited · 10
$7,814112,539 mi

Market: $5,495 – $13,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Orion Township, MI

2009 Honda Ridgeline RTS

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

2009 Honda Ridgeline RTS

Orion Township, MI

UnscoredInsufficient · 0
$8,314168,649 mi

Orion Township, MI

2015 Chevrolet Impala 1FL

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

2015 Chevrolet Impala 1FL

Orion Township, MI

UnscoredInsufficient · 0
$8,500151,923 mi

Orion Township, MI

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Orion Township, MI

Unscored
$8,500159,543 mi

Comparison: 6 similar vehicles

Orion Township, MI

2016 Buick Encore Base

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

2016 Buick Encore Base

Orion Township, MI

Fair PriceLimited · 16
$8,81495,722 mi

Market: $5,995 – $9,675

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Orion Township, MI

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Orion Township, MI

Fair PriceModerate · 43
$8,814108,164 mi

Market: $4,450 – $15,275

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Orion Township, MI

2010 GMC Sierra 1500 SLE

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

2010 GMC Sierra 1500 SLE

Orion Township, MI

Unscored
$8,995232,248 mi

Comparison: 5 similar vehicles

Orion Township, MI

2013 GMC Terrain Denali

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

2013 GMC Terrain Denali

Orion Township, MI

Unscored
$9,900121,460 mi

Comparison: 5 similar vehicles

Orion Township, MI

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Orion Township, MI

Fair PriceModerate · 39
$10,314115,630 mi

Market: $4,450 – $12,395

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Orion Township, MI

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Orion Township, MI

Unscored
$10,314150,858 mi

Comparison: 25 similar vehicles

Orion Township, MI

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Orion Township, MI

Unscored
$10,814153,689 mi

Comparison: 52 similar vehicles

Orion Township, MI

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Orion Township, MI

Unscored
$10,814173,332 mi

Comparison: 55 similar vehicles

Orion Township, MI

2012 Lexus ES 350

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

2012 Lexus ES 350

Orion Township, MI

UnscoredInsufficient · 3
$10,814115,244 mi

Comparison: 3 similar vehicles

Orion Township, MI

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Orion Township, MI

Unscored
$10,90094,907 mi

Comparison: 6 similar vehicles

Orion Township, MI

2009 Hummer H3 Base

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

2009 Hummer H3 Base

Orion Township, MI

UnscoredInsufficient · 0
$10,900174,669 mi

Orion Township, MI

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Orion Township, MI

Fair PriceLimited · 17
$11,31485,991 mi

Market: $5,999 – $12,279

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Orion Township, MI

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Orion Township, MI

Fair PriceModerate · 28
$11,314101,396 mi

Market: $4,995 – $12,727

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Orion Township, MI

2014 Chrysler 300 Base

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

2014 Chrysler 300 Base

Orion Township, MI

OverpricedLimited · 14
$11,31470,361 mi

Market: $6,900 – $10,312

Comparison: 14 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Orion Township, MI

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Orion Township, MI

Fair PriceModerate · 36
$11,814106,872 mi

Market: $9,000 – $22,275

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Orion Township, MI

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Orion Township, MI

Fair PriceRobust · 203
$11,814106,173 mi

Market: $4,900 – $18,275

Comparison: 203 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Orion Township, MI

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Orion Township, MI

Unscored
$11,81485,586 mi

Comparison: 5 similar vehicles

Orion Township, MI

2019 Chevrolet Blazer 1LT

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

2019 Chevrolet Blazer 1LT

Orion Township, MI

Unscored
$12,161158,267 mi

Comparison: 34 similar vehicles

Orion Township, MI

2016 Chrysler Town & Country Limited

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

2016 Chrysler Town & Country Limited

Orion Township, MI

UnscoredInsufficient · 0
$12,50089,950 mi

Orion Township, MI

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

Orion Township, MI

Fair PriceRobust · 115
$12,81498,911 mi

Market: $7,850 – $20,275

Comparison: 115 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Orion Township, MI

2015 Chevrolet Express Cutaway Base

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

2015 Chevrolet Express Cutaway Base

Orion Township, MI

Unscored
$12,900198,469 mi

Comparison: 8 similar vehicles

Orion Township, MI

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Orion Township, MI

Fair PriceModerate · 32
$13,31490,263 mi

Market: $7,999 – $13,999

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Orion Township, MI

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Orion Township, MI

Unscored
$13,314122,370 mi

Comparison: 70 similar vehicles

Orion Township, MI

2018 Jeep Grand Cherokee Altitude

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

2018 Jeep Grand Cherokee Altitude

Orion Township, MI

Fair PriceModerate · 36
$13,814105,930 mi

Market: $7,950 – $19,493

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Orion Township, MI

2015 Audi A5 Cabriolet Premium Plus

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

2015 Audi A5 Cabriolet Premium Plus

Orion Township, MI

UnscoredInsufficient · 0
$14,31474,550 mi

Orion Township, MI

2010 GMC Sierra 2500HD Work Truck

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

2010 GMC Sierra 2500HD Work Truck

Orion Township, MI

UnscoredInsufficient · 0
$14,500161,000 mi

Orion Township, MI

2017 Cadillac XT5 Premium Luxury

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

2017 Cadillac XT5 Premium Luxury

Orion Township, MI

Unscored
$14,81486,362 mi

Comparison: 9 similar vehicles

Orion Township, MI

2021 Ford Escape SE

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

2021 Ford Escape SE

Orion Township, MI

Fair PriceModerate · 36
$15,31480,363 mi

Market: $8,279 – $17,179

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Orion Township, MI

2019 Ford Escape SE

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

2019 Ford Escape SE

Orion Township, MI

UnscoredInsufficient · 4
$15,31435,534 mi

Comparison: 4 similar vehicles

Orion Township, 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

Orion Township, MI

Fair PriceModerate · 35
$15,314100,000 mi

Market: $6,499 – $18,400

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Orion Township, MI

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Orion Township, MI

Fair PriceModerate · 39
$15,81476,258 mi

Market: $6,850 – $15,995

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Orion Township, MI

2020 Ford Escape SE

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

2020 Ford Escape SE

Orion Township, MI

UnscoredInsufficient · 4
$16,31438,450 mi

Comparison: 4 similar vehicles

Orion Township, MI

2022 Jeep Compass Latitude Lux

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

2022 Jeep Compass Latitude Lux

Orion Township, MI

Fair PriceLimited · 19
$16,81461,615 mi

Market: $10,995 – $19,450

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Orion Township, MI

2012 Jeep Wrangler Unlimited Rubicon

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

2012 Jeep Wrangler Unlimited Rubicon

Orion Township, MI

UnscoredInsufficient · 3
$16,81492,800 mi

Comparison: 3 similar vehicles

Orion Township, MI

2017 Chevrolet Silverado 1500 Work Truck 1WT

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

2017 Chevrolet Silverado 1500 Work Truck 1WT

Orion Township, MI

Unscored
$16,900139,162 mi

Comparison: 17 similar vehicles

Orion Township, MI

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Orion Township, MI

Fair PriceModerate · 36
$17,21478,040 mi

Market: $7,500 – $21,999

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Orion Township, MI

2021 Kia K5 EX

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

2021 Kia K5 EX

Orion Township, MI

Fair PriceModerate · 22
$17,31471,415 mi

Market: $15,994 – $19,495

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Orion Township, MI

2020 Alfa Romeo Stelvio Ti

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

2020 Alfa Romeo Stelvio Ti

Orion Township, MI

UnscoredInsufficient · 3
$17,31480,223 mi

Comparison: 3 similar vehicles

Orion Township, 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 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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