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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

1,951 listings found

2010 Chrysler Town & Country LX

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

2010 Chrysler Town & Country LX

Jackson, MI

UnscoredInsufficient · 4
$3,064201,684 mi

Comparison: 4 similar vehicles

Jackson, MI

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Jackson, MI

Unscored
$3,764112,275 mi

Comparison: 7 similar vehicles

Jackson, MI

2009 Chrysler Town & Country Touring

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

2009 Chrysler Town & Country Touring

Jackson, MI

Unscored
$3,774173,146 mi

Comparison: 38 similar vehicles

Jackson, MI

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Jackson, MI

Unscored
$4,079198,851 mi

Comparison: 19 similar vehicles

Jackson, MI

2014 Ford Focus SE

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

2014 Ford Focus SE

Jackson, MI

UnscoredInsufficient · 4
$4,123241,651 mi

Comparison: 4 similar vehicles

Jackson, MI

2011 Chevrolet Impala LT

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

2011 Chevrolet Impala LT

Jackson, MI

Unscored
$4,148202,112 mi

Comparison: 41 similar vehicles

Jackson, MI

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Jackson, MI

Unscored
$4,164149,731 mi

Comparison: 8 similar vehicles

Jackson, MI

2006 Ford Econoline Wagon XL

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

2006 Ford Econoline Wagon XL

Jackson, MI

UnscoredInsufficient · 0
$4,164266,769 mi

Jackson, MI

2008 Jaguar XJ Series XJ8

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

2008 Jaguar XJ Series XJ8

Jackson, MI

UnscoredInsufficient · 0
$4,199177,945 mi

Jackson, MI

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Jackson, MI

UnscoredInsufficient · 4
$4,237146,338 mi

Comparison: 4 similar vehicles

Jackson, MI

2014 Ford Focus SE

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

2014 Ford Focus SE

Jackson, MI

UnscoredInsufficient · 4
$4,495167,809 mi

Comparison: 4 similar vehicles

Jackson, MI

2015 Dodge Grand Caravan American Value Package

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

2015 Dodge Grand Caravan American Value Package

Jackson, MI

Unscored
$4,950262,394 mi

Comparison: 14 similar vehicles

Jackson, MI

2010 Kia Soul Base

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

2010 Kia Soul Base

Jackson, MI

UnscoredInsufficient · 0
$5,299209,714 mi

Jackson, MI

2011 Buick Lucerne CX

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

2011 Buick Lucerne CX

Jackson, MI

Unscored
$5,313160,057 mi

Comparison: 6 similar vehicles

Jackson, MI

2015 Ford Escape S

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

2015 Ford Escape S

Jackson, MI

Fair PriceLimited · 16
$5,995111,000 mi

Market: $3,850 – $12,590

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Jackson, MI

2000 Ford Taurus SE

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

2000 Ford Taurus SE

Jackson, MI

UnscoredInsufficient · 0
$5,99576,416 mi

Jackson, MI

2011 Subaru Forester X Premium Package

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

2011 Subaru Forester X Premium Package

Jackson, MI

Unscored
$6,271127,946 mi

Comparison: 30 similar vehicles

Jackson, MI

2013 Chevrolet Malibu 2SA

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

2013 Chevrolet Malibu 2SA

Jackson, MI

UnscoredInsufficient · 4
$6,276170,188 mi

Comparison: 4 similar vehicles

Jackson, MI

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Jackson, MI

Unscored
$6,500139,626 mi

Comparison: 16 similar vehicles

Jackson, 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

Jackson, MI

Unscored
$6,812166,042 mi

Comparison: 8 similar vehicles

Jackson, MI

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Jackson, MI

Unscored
$6,900118,240 mi

Comparison: 5 similar vehicles

Jackson, MI

No Photo

2013 Chevrolet Cruze LS

Jackson, MI

Fair PriceRobust · 63
$6,900102,000 mi

Market: $2,995 – $8,697

Comparison: 63 similar vehicles

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

Jackson, MI

2018 Ford Fusion Hybrid Titanium

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

2018 Ford Fusion Hybrid Titanium

Jackson, MI

Unscored
$6,995173,000 mi

Comparison: 8 similar vehicles

Jackson, MI

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Jackson, MI

Unscored
$6,998138,004 mi

Comparison: 7 similar vehicles

Jackson, MI

2017 Jeep Cherokee High Altitude

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

2017 Jeep Cherokee High Altitude

Jackson, MI

Unscored
$7,158214,268 mi

Comparison: 52 similar vehicles

Jackson, MI

2008 Dodge Ram 1500 Pickup Laramie

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

2008 Dodge Ram 1500 Pickup Laramie

Jackson, MI

Unscored
$7,203137,132 mi

Comparison: 5 similar vehicles

Jackson, MI

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

Jackson, MI

Unscored
$7,313166,315 mi

Comparison: 29 similar vehicles

Jackson, MI

2016 Chevrolet Equinox LTZ

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

2016 Chevrolet Equinox LTZ

Jackson, MI

Great DealLimited · 11
$7,429110,578 mi

Market: $9,000 – $16,348

Comparison: 11 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 10 days listed (based on current market benchmarks)

Jackson, MI

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Jackson, MI

Unscored
$7,495146,546 mi

Comparison: 41 similar vehicles

Jackson, MI

2020 Kia Niro LX

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

2020 Kia Niro LX

Jackson, MI

UnscoredInsufficient · 3
$7,500164,000 mi

Comparison: 3 similar vehicles

Jackson, MI

2015 Ford F-150 XL

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

2015 Ford F-150 XL

Jackson, MI

UnscoredInsufficient · 3
$7,500241,167 mi

Comparison: 3 similar vehicles

Jackson, MI

2014 Nissan Titan PRO-4X

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

2014 Nissan Titan PRO-4X

Jackson, MI

UnscoredInsufficient · 0
$7,500136,212 mi

Jackson, MI

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Jackson, MI

Unscored
$7,889200,610 mi

Comparison: 9 similar vehicles

Jackson, MI

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Jackson, MI

Unscored
$7,900130,270 mi

Comparison: 78 similar vehicles

Jackson, MI

2013 Ford Focus SE

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

2013 Ford Focus SE

Jackson, MI

UnscoredInsufficient · 3
$7,900122,000 mi

Comparison: 3 similar vehicles

Jackson, MI

2007 Lexus RX 400h

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

2007 Lexus RX 400h

Jackson, MI

UnscoredInsufficient · 3
$7,900182,600 mi

Comparison: 3 similar vehicles

Jackson, MI

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Jackson, MI

UnscoredInsufficient · 4
$7,990105,049 mi

Comparison: 4 similar vehicles

Jackson, MI

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Jackson, MI

Unscored
$8,117202,421 mi

Comparison: 81 similar vehicles

Jackson, MI

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Jackson, MI

Unscored
$8,293183,720 mi

Comparison: 9 similar vehicles

Jackson, MI

2020 Kia FORTE GT-Line

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

2020 Kia FORTE GT-Line

Jackson, MI

Unscored
$8,303128,007 mi

Comparison: 25 similar vehicles

Jackson, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Jackson, MI

Fair PriceModerate · 34
$8,429103,785 mi

Market: $6,264 – $12,230

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Jackson, MI

2011 GMC Acadia SL

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

2011 GMC Acadia SL

Jackson, MI

Unscored
$8,500142,830 mi

Comparison: 6 similar vehicles

Jackson, MI

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Jackson, MI

Fair PriceRobust · 141
$8,900118,208 mi

Market: $1,900 – $15,266

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 208 days listed (based on current market benchmarks)

Jackson, MI

2013 GMC Sierra 1500 Work Truck

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

2013 GMC Sierra 1500 Work Truck

Jackson, MI

Unscored
$8,900207,781 mi

Comparison: 13 similar vehicles

Jackson, MI

2007 Saturn Sky Roadster

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

2007 Saturn Sky Roadster

Jackson, MI

UnscoredInsufficient · 3
$8,90093,000 mi

Comparison: 3 similar vehicles

Jackson, MI

2006 Jeep Commander Limited

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

2006 Jeep Commander Limited

Jackson, MI

Unscored
$8,900186,479 mi

Comparison: 8 similar vehicles

Jackson, MI

2018 Ford Focus SE

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

2018 Ford Focus SE

Jackson, MI

Unscored
$8,995150,085 mi

Comparison: 100 similar vehicles

Jackson, MI

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Jackson, MI

Unscored
$8,999196,849 mi

Comparison: 13 similar vehicles

Jackson, MI

2007 Chevrolet Silverado 2500HD 1LT

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

2007 Chevrolet Silverado 2500HD 1LT

Jackson, MI

Unscored
$8,999263,398 mi

Comparison: 5 similar vehicles

Jackson, MI

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Jackson, MI

Fair PriceModerate · 31
$9,42596,787 mi

Market: $5,145 – $13,910

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Jackson, 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 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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