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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

467 listings found

2005 Chevrolet Malibu Base

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

2005 Chevrolet Malibu Base

Saline, MI

UnscoredInsufficient · 0
$3,280185,847 mi

Saline, MI

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Saline, MI

Salvage title
$4,180115,125 mi

Saline, MI

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

Saline, MI

Unscored
$4,280231,474 mi

Comparison: 17 similar vehicles

Saline, MI

2004 Buick LeSabre Custom

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

2004 Buick LeSabre Custom

Saline, MI

Unscored
$4,28092,709 mi

Comparison: 7 similar vehicles

Saline, MI

2009 Ford Explorer XLT

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

2009 Ford Explorer XLT

Saline, MI

Unscored
$4,495120,161 mi

Comparison: 5 similar vehicles

Saline, MI

2012 GMC Terrain SLT-1

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

2012 GMC Terrain SLT-1

Saline, MI

Unscored
$4,507129,418 mi

Comparison: 29 similar vehicles

Saline, MI

2005 Buick Rendezvous CX

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

2005 Buick Rendezvous CX

Saline, MI

Unscored
$4,530225,497 mi

Comparison: 10 similar vehicles

Saline, MI

2014 Ford Flex SE

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

2014 Ford Flex SE

Saline, MI

Unscored
$4,780234,310 mi

Comparison: 16 similar vehicles

Saline, MI

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

Saline, MI

Unscored
$4,993217,041 mi

Comparison: 17 similar vehicles

Saline, MI

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Saline, MI

Fair PriceLimited · 14
$6,28095,378 mi

Market: $1,680 – $9,900

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Saline, MI

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Saline, MI

Unscored
$7,280171,863 mi

Comparison: 46 similar vehicles

Saline, MI

2013 Jeep Grand Cherokee Limited

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

2013 Jeep Grand Cherokee Limited

Saline, MI

Unscored
$7,835150,407 mi

Comparison: 25 similar vehicles

Saline, MI

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Saline, MI

Unscored
$8,280162,709 mi

Comparison: 7 similar vehicles

Saline, 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

Saline, MI

Unscored
$8,500194,960 mi

Comparison: 15 similar vehicles

Saline, MI

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Saline, MI

Unscored
$8,848156,629 mi

Comparison: 19 similar vehicles

Saline, MI

2013 Ford Edge Sport

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

2013 Ford Edge Sport

Saline, MI

OverpricedLimited · 11
$9,275121,548 mi

Market: $4,995 – $8,997

Comparison: 11 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Saline, MI

2014 Ford F-150 Platinum

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

2014 Ford F-150 Platinum

Saline, MI

Unscored
$9,874187,104 mi

Comparison: 15 similar vehicles

Saline, MI

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Saline, MI

Unscored
$10,264214,805 mi

Comparison: 5 similar vehicles

Saline, MI

2014 Dodge Journey SE

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

2014 Dodge Journey SE

Saline, MI

OverpricedLimited · 18
$10,27598,415 mi

Market: $2,983 – $9,231

Comparison: 18 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Saline, MI

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Saline, MI

UnscoredInsufficient · 4
$10,280127,747 mi

Comparison: 4 similar vehicles

Saline, MI

2011 Hyundai Tucson Limited

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

2011 Hyundai Tucson Limited

Saline, MI

Unscored
$10,280125,879 mi

Comparison: 8 similar vehicles

Saline, MI

2010 Chrysler Town & Country Limited

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

2010 Chrysler Town & Country Limited

Saline, MI

UnscoredInsufficient · 0
$10,280Mileage not verified

Saline, MI

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Saline, MI

Unscored
$11,109150,000 mi

Comparison: 9 similar vehicles

Saline, MI

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Saline, MI

Unscored
$11,939126,029 mi

Comparison: 34 similar vehicles

Saline, 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

Saline, MI

Unscored
$12,275153,743 mi

Comparison: 38 similar vehicles

Saline, 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

Saline, MI

Unscored
$12,280137,249 mi

Comparison: 7 similar vehicles

Saline, MI

2018 Mazda Mazda6 Touring

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

2018 Mazda Mazda6 Touring

Saline, MI

Unscored
$12,916117,398 mi

Comparison: 7 similar vehicles

Saline, MI

2017 Subaru WRX Base

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

2017 Subaru WRX Base

Saline, MI

Salvage title
$13,48093,472 mi

Saline, MI

2016 Chevrolet Tahoe LT

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

2016 Chevrolet Tahoe LT

Saline, MI

UnscoredInsufficient · 3
$15,138174,222 mi

Comparison: 3 similar vehicles

Saline, MI

2014 Land Rover Range Rover Sport Supercharged

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

2014 Land Rover Range Rover Sport Supercharged

Saline, MI

Unscored
$15,280159,488 mi

Comparison: 10 similar vehicles

Saline, MI

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Saline, MI

UnscoredInsufficient · 0
$15,28045,982 mi

Saline, 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

Saline, MI

Unscored
$15,680160,825 mi

Comparison: 23 similar vehicles

Saline, MI

2017 Cadillac ATS Sedan Luxury

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

2017 Cadillac ATS Sedan Luxury

Saline, MI

UnscoredInsufficient · 0
$15,80853,324 mi

Saline, MI

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Saline, MI

Fair PriceRobust · 58
$15,83176,678 mi

Market: $11,271 – $18,595

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 215 days listed (based on current market benchmarks)

Saline, MI

2017 Ford F-150 Lariat

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

2017 Ford F-150 Lariat

Saline, MI

Unscored
$15,900174,754 mi

Comparison: 6 similar vehicles

Saline, MI

2017 Jeep Renegade Trailhawk

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

2017 Jeep Renegade Trailhawk

Saline, MI

OverpricedModerate · 39
$16,180121,888 mi

Market: $7,432 – $14,885

Comparison: 39 similar vehicles

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

Saline, MI

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Saline, MI

UnscoredInsufficient · 3
$16,28088,266 mi

Comparison: 3 similar vehicles

Saline, MI

2020 Buick Encore Preferred

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

2020 Buick Encore Preferred

Saline, MI

Unscored
$16,74239,678 mi

Comparison: 6 similar vehicles

Saline, 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

Saline, MI

Fair PriceModerate · 42
$17,18299,301 mi

Market: $4,064 – $22,314

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Saline, MI

2018 Honda Accord Sport

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

2018 Honda Accord Sport

Saline, MI

Unscored
$17,275139,903 mi

Comparison: 9 similar vehicles

Saline, MI

2017 GMC Terrain SLE-2

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

2017 GMC Terrain SLE-2

Saline, MI

Unscored
$17,27598,398 mi

Comparison: 9 similar vehicles

Saline, 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

Saline, MI

Unscored
$17,280128,050 mi

Comparison: 41 similar vehicles

Saline, MI

2024 Mitsubishi Outlander Sport ES

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

2024 Mitsubishi Outlander Sport ES

Saline, MI

UnscoredInsufficient · 4
$17,33648,821 mi

Comparison: 4 similar vehicles

Saline, MI

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Saline, MI

Unscored
$18,063145,000 mi

Comparison: 164 similar vehicles

Saline, MI

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Saline, MI

Fair PriceModerate · 42
$18,23094,091 mi

Market: $12,995 – $20,388

Comparison: 42 similar vehicles

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

Saline, MI

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Saline, MI

OverpricedLimited · 14
$18,27591,310 mi

Market: $7,887 – $13,443

Comparison: 14 similar vehicles

Priced ~36% above the typical market range for similar vehicles (based on current market benchmarks)

Saline, 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

Saline, MI

UnscoredInsufficient · 3
$18,280159,542 mi

Comparison: 3 similar vehicles

Saline, MI

2024 Buick Encore GX Preferred

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

2024 Buick Encore GX Preferred

Saline, MI

Unscored
$18,32332,133 mi

Comparison: 45 similar vehicles

Saline, MI

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Saline, MI

Unscored
$18,416134,660 mi

Comparison: 94 similar vehicles

Saline, MI

2025 Ford Escape Active

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

2025 Ford Escape Active

Saline, MI

Unscored
$18,78975,609 mi

Comparison: 5 similar vehicles

Saline, MI

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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