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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 13, 2026

7.2M+

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

1,449 listings found

2004 Buick LeSabre Custom

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

2004 Buick LeSabre Custom

Southgate, MI

Unscored
$4,18092,709 mi

Comparison: 7 similar vehicles

Southgate, MI

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

Southgate, MI

Unscored
$4,280231,474 mi

Comparison: 8 similar vehicles

Southgate, MI

2005 Buick Rendezvous CX

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

2005 Buick Rendezvous CX

Southgate, MI

UnscoredInsufficient · 3
$4,530225,497 mi

Comparison: 3 similar vehicles

Southgate, MI

2014 Ford Flex SE

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

2014 Ford Flex SE

Southgate, MI

Unscored
$4,780234,310 mi

Comparison: 12 similar vehicles

Southgate, MI

2013 Dodge Journey Crew

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

2013 Dodge Journey Crew

Southgate, MI

Unscored
$4,990140,539 mi

Comparison: 11 similar vehicles

Southgate, MI

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Southgate, MI

Unscored
$4,990152,234 mi

Comparison: 14 similar vehicles

Southgate, MI

2000 Jeep Grand Cherokee LIMITED

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

2000 Jeep Grand Cherokee LIMITED

Southgate, MI

UnscoredInsufficient · 0
$5,280200,878 mi

Southgate, MI

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Southgate, MI

Unscored
$5,48095,378 mi

Comparison: 7 similar vehicles

Southgate, MI

2014 Buick Encore Convenience

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

2014 Buick Encore Convenience

Southgate, MI

UnscoredInsufficient · 3
$6,270119,304 mi

Comparison: 3 similar vehicles

Southgate, MI

1999 Ford F-150 XL

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

1999 Ford F-150 XL

Southgate, MI

UnscoredInsufficient · 0
$6,280138,000 mi

Southgate, MI

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Southgate, MI

Unscored
$7,280171,863 mi

Comparison: 6 similar vehicles

Southgate, MI

2015 GMC Terrain SLE-2

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

2015 GMC Terrain SLE-2

Southgate, MI

Unscored
$7,280140,075 mi

Comparison: 14 similar vehicles

Southgate, MI

2014 Ford Focus ST

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

2014 Ford Focus ST

Southgate, MI

Unscored
$7,280167,897 mi

Comparison: 10 similar vehicles

Southgate, MI

2013 Chevrolet Traverse LS

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

2013 Chevrolet Traverse LS

Southgate, MI

Unscored
$7,280120,689 mi

Comparison: 5 similar vehicles

Southgate, MI

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Southgate, MI

Unscored
$8,280110,426 mi

Comparison: 6 similar vehicles

Southgate, MI

2008 Saturn VUE XR

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

2008 Saturn VUE XR

Southgate, MI

UnscoredInsufficient · 3
$8,28082,364 mi

Comparison: 3 similar vehicles

Southgate, MI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Southgate, MI

Unscored
$8,490143,254 mi

Comparison: 122 similar vehicles

Southgate, MI

2013 Ford Edge Sport

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

2013 Ford Edge Sport

Southgate, MI

Unscored
$9,180121,548 mi

Comparison: 7 similar vehicles

Southgate, MI

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Southgate, MI

UnscoredInsufficient · 3
$9,280127,747 mi

Comparison: 3 similar vehicles

Southgate, MI

2017 Lincoln MKC Reserve

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

2017 Lincoln MKC Reserve

Southgate, MI

Fair PriceModerate · 21
$9,280116,304 mi

Market: $8,814 – $17,000

Comparison: 21 similar vehicles

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

Southgate, MI

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Southgate, MI

UnscoredInsufficient · 3
$9,28098,415 mi

Comparison: 3 similar vehicles

Southgate, MI

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

Southgate, MI

Unscored
$10,180125,879 mi

Comparison: 9 similar vehicles

Southgate, MI

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Southgate, MI

Unscored
$10,99046,779 mi

Comparison: 9 similar vehicles

Southgate, MI

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Southgate, MI

Fair PriceModerate · 49
$11,275102,923 mi

Market: $5,500 – $15,079

Comparison: 49 similar vehicles

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

Southgate, MI

2017 Jeep Renegade Trailhawk

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

2017 Jeep Renegade Trailhawk

Southgate, MI

Unscored
$11,980121,888 mi

Comparison: 15 similar vehicles

Southgate, MI

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Southgate, MI

OverpricedLimited · 17
$12,28088,266 mi

Market: $7,950 – $11,304

Comparison: 17 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Southgate, MI

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Southgate, MI

Fair PriceRobust · 52
$12,28074,265 mi

Market: $3,814 – $13,275

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Southgate, MI

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Southgate, MI

Fair PriceLimited · 17
$12,28085,816 mi

Market: $6,495 – $13,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Southgate, MI

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Southgate, MI

Unscored
$12,280137,249 mi

Comparison: 10 similar vehicles

Southgate, MI

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Southgate, MI

UnscoredInsufficient · 4
$12,78066,628 mi

Comparison: 4 similar vehicles

Southgate, MI

2017 Lincoln MKC Select

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

2017 Lincoln MKC Select

Southgate, MI

Fair PriceLimited · 13
$12,96089,508 mi

Market: $9,998 – $12,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Southgate, MI

2016 Jeep Grand Cherokee Laredo E

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

2016 Jeep Grand Cherokee Laredo E

Southgate, MI

Fair PriceModerate · 23
$13,47098,577 mi

Market: $3,495 – $15,590

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Southgate, MI

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Southgate, MI

Fair PriceModerate · 22
$13,78089,654 mi

Market: $5,565 – $14,590

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Southgate, MI

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Southgate, MI

Unscored
$13,895181,923 mi

Comparison: 58 similar vehicles

Southgate, MI

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Southgate, MI

Unscored
$14,18091,310 mi

Comparison: 9 similar vehicles

Southgate, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Southgate, MI

OverpricedRobust · 87
$15,280101,142 mi

Market: $5,499 – $14,999

Comparison: 87 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Southgate, MI

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Southgate, MI

Unscored
$15,580160,825 mi

Comparison: 46 similar vehicles

Southgate, MI

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Southgate, MI

Fair PriceModerate · 45
$16,28086,974 mi

Market: $7,900 – $21,312

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Southgate, MI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Southgate, MI

Fair PriceRobust · 153
$16,78074,579 mi

Market: $6,269 – $20,275

Comparison: 153 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Southgate, MI

2019 Lincoln Nautilus Reserve

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

2019 Lincoln Nautilus Reserve

Southgate, MI

Fair PriceModerate · 23
$16,99081,690 mi

Market: $11,995 – $20,779

Comparison: 23 similar vehicles

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

Southgate, MI

2018 RAM 1500 Pickup Big Horn

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

2018 RAM 1500 Pickup Big Horn

Southgate, MI

Unscored
$17,180124,025 mi

Comparison: 28 similar vehicles

Southgate, MI

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Southgate, MI

Fair PriceModerate · 49
$17,180115,190 mi

Market: $7,995 – $23,927

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Southgate, MI

2021 Hyundai Kona SEL

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

2021 Hyundai Kona SEL

Southgate, MI

OverpricedLimited · 11
$17,28060,399 mi

Market: $10,999 – $11,313

Comparison: 11 similar vehicles

Priced ~53% above the typical market range for similar vehicles (based on current market benchmarks)

Southgate, MI

2020 Kia Niro EX

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

2020 Kia Niro EX

Southgate, MI

UnscoredInsufficient · 0
$17,78081,245 mi

Southgate, MI

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Southgate, MI

Unscored
$17,87952,580 mi

Comparison: 9 similar vehicles

Southgate, MI

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Southgate, MI

Fair PriceRobust · 97
$17,99068,848 mi

Market: $11,900 – $20,275

Comparison: 97 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Southgate, MI

2020 Dodge Durango GT

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

2020 Dodge Durango GT

Southgate, MI

UnscoredInsufficient · 3
$18,18090,601 mi

Comparison: 3 similar vehicles

Southgate, MI

2016 Chevrolet Silverado 1500 LTZ

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

2016 Chevrolet Silverado 1500 LTZ

Southgate, MI

UnscoredInsufficient · 3
$18,180159,542 mi

Comparison: 3 similar vehicles

Southgate, MI

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Southgate, MI

Fair PriceRobust · 157
$18,28081,849 mi

Market: $11,900 – $20,275

Comparison: 157 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Southgate, MI

2023 Honda Civic EX

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

2023 Honda Civic EX

Southgate, MI

Unscored
$18,280133,759 mi

Comparison: 18 similar vehicles

Southgate, 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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