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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

930 listings found

2003 Chevrolet TrailBlazer LTZ

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

2003 Chevrolet TrailBlazer LTZ

Poplar Bluff, MO

UnscoredInsufficient · 0
$3,250215,290 mi

Poplar Bluff, MO

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Doniphan, MO

UnscoredInsufficient · 0
$4,850170,987 mi

Doniphan, MO

2016 Ford Expedition Limited

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

2016 Ford Expedition Limited

Doniphan, MO

UnscoredLimited · 8
$4,950333,799 mi

Comparison: 8 similar vehicles

Doniphan, MO

2008 Jeep Compass Sport

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

2008 Jeep Compass Sport

Poplar Bluff, MO

UnscoredInsufficient · 0
$4,950151,095 mi

Poplar Bluff, MO

2003 Toyota Sequoia SR5

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

2003 Toyota Sequoia SR5

Poplar Bluff, MO

UnscoredInsufficient · 0
$4,950156,404 mi

Poplar Bluff, MO

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Doniphan, MO

UnscoredLimited · 8
$5,497188,759 mi

Comparison: 8 similar vehicles

Doniphan, MO

2012 GMC Acadia SLE

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

2012 GMC Acadia SLE

Fairdealing, MO

UnscoredInsufficient · 4
$5,544173,181 mi

Comparison: 4 similar vehicles

Fairdealing, MO

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Poplar Bluff, MO

UnscoredLimited · 14
$5,900152,169 mi

Comparison: 14 similar vehicles

Poplar Bluff, MO

2012 Jeep Patriot Latitude

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

2012 Jeep Patriot Latitude

Poplar Bluff, MO

UnscoredInsufficient · 0
$5,900140,857 mi

Poplar Bluff, MO

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Poplar Bluff, MO

UnscoredModerate · 28
$6,495168,073 mi

Comparison: 28 similar vehicles

Poplar Bluff, MO

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Poplar Bluff, MO

UnscoredInsufficient · 3
$6,900174,560 mi

Comparison: 3 similar vehicles

Poplar Bluff, MO

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Doniphan, MO

UnscoredLimited · 8
$6,950139,956 mi

Comparison: 8 similar vehicles

Doniphan, MO

2012 Chevrolet Tahoe LT

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

2012 Chevrolet Tahoe LT

Doniphan, MO

UnscoredLimited · 7
$6,990203,568 mi

Comparison: 7 similar vehicles

Doniphan, MO

2011 Kia Sportage EX

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

2011 Kia Sportage EX

Park Hills, MO

UnscoredInsufficient · 3
$7,47790,109 mi

Comparison: 3 similar vehicles

Park Hills, MO

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Poplar Bluff, MO

UnscoredLimited · 6
$7,495168,600 mi

Comparison: 6 similar vehicles

Poplar Bluff, MO

2012 GMC Terrain SLE-1

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

2012 GMC Terrain SLE-1

Fairdealing, MO

UnscoredInsufficient · 0
$7,544136,765 mi

Fairdealing, MO

1997 Ford Expedition XLT

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

1997 Ford Expedition XLT

Fairdealing, MO

UnscoredInsufficient · 0
$7,549190,981 mi

Fairdealing, MO

2015 GMC Acadia SLE1

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

2015 GMC Acadia SLE1

Doniphan, MO

UnscoredInsufficient · 0
$7,706175,498 mi

Doniphan, MO

2007 Suzuki Grand Vitara Luxury

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

2007 Suzuki Grand Vitara Luxury

Poplar Bluff, MO

UnscoredInsufficient · 0
$7,800118,231 mi

Poplar Bluff, MO

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Poplar Bluff, MO

UnscoredLimited · 16
$7,900154,330 mi

Comparison: 16 similar vehicles

Poplar Bluff, MO

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Poplar Bluff, MO

UnscoredInsufficient · 3
$7,90085,058 mi

Comparison: 3 similar vehicles

Poplar Bluff, MO

2011 GMC Terrain SLE-2

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

2011 GMC Terrain SLE-2

Fairdealing, MO

UnscoredInsufficient · 0
$7,900127,843 mi

Fairdealing, MO

2010 GMC Yukon XL Denali

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

2010 GMC Yukon XL Denali

Poplar Bluff, MO

UnscoredInsufficient · 0
$7,900191,640 mi

Poplar Bluff, MO

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Poplar Bluff, MO

UnscoredInsufficient · 4
$7,900196,575 mi

Comparison: 4 similar vehicles

Poplar Bluff, MO

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Poplar Bluff, MO

UnscoredModerate · 36
$7,950175,281 mi

Comparison: 36 similar vehicles

Poplar Bluff, MO

2012 Nissan Armada Platinum

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

2012 Nissan Armada Platinum

Poplar Bluff, MO

UnscoredInsufficient · 3
$7,950234,291 mi

Comparison: 3 similar vehicles

Poplar Bluff, MO

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Harviell, MO

UnscoredModerate · 29
$7,995136,000 mi

Comparison: 29 similar vehicles

Harviell, MO

2014 GMC Yukon XL Denali

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

2014 GMC Yukon XL Denali

Mountain View, MO

UnscoredInsufficient · 0
$7,995275,145 mi

Mountain View, MO

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Salem, MO

UnscoredLimited · 6
$7,995203,000 mi

Comparison: 6 similar vehicles

Salem, MO

2001 Ford Excursion Limited

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

2001 Ford Excursion Limited

Salem, MO

UnscoredInsufficient · 0
$7,995179,000 mi

Salem, MO

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Fairdealing, MO

UnscoredInsufficient · 4
$8,048166,301 mi

Comparison: 4 similar vehicles

Fairdealing, MO

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Doniphan, MO

UnscoredInsufficient · 3
$8,450169,892 mi

Comparison: 3 similar vehicles

Doniphan, MO

2016 Jeep Renegade Sport

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

2016 Jeep Renegade Sport

Poplar Bluff, MO

UnscoredLimited · 7
$8,495173,800 mi

Comparison: 7 similar vehicles

Poplar Bluff, MO

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Poplar Bluff, MO

UnscoredLimited · 13
$8,495166,500 mi

Comparison: 13 similar vehicles

Poplar Bluff, MO

2015 GMC Terrain SLE-1

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

2015 GMC Terrain SLE-1

Fairdealing, MO

UnscoredLimited · 7
$8,544166,859 mi

Comparison: 7 similar vehicles

Fairdealing, MO

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Fairdealing, MO

UnscoredModerate · 22
$8,544130,961 mi

Comparison: 22 similar vehicles

Fairdealing, MO

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Doniphan, MO

UnscoredRobust · 136
$8,641182,767 mi

Comparison: 136 similar vehicles

Doniphan, MO

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Poplar Bluff, MO

UnscoredLimited · 18
$8,900142,861 mi

Comparison: 18 similar vehicles

Poplar Bluff, MO

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Poplar Bluff, MO

UnscoredInsufficient · 3
$8,900149,631 mi

Comparison: 3 similar vehicles

Poplar Bluff, MO

2017 Ford Escape SE

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

2017 Ford Escape SE

Poplar Bluff, MO

UnscoredInsufficient · 3
$8,900147,698 mi

Comparison: 3 similar vehicles

Poplar Bluff, MO

2016 Ford Flex SEL

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

2016 Ford Flex SEL

Poynor, MO

UnscoredLimited · 7
$8,900156,272 mi

Comparison: 7 similar vehicles

Poynor, MO

2015 Ford Escape SE

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

2015 Ford Escape SE

Poplar Bluff, MO

Fair PriceModerate · 31
$8,900103,766 mi

Market: $5,200 – $13,995

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 372 days listed (based on current market benchmarks)

Poplar Bluff, MO

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Poplar Bluff, MO

UnscoredModerate · 30
$8,900167,403 mi

Comparison: 30 similar vehicles

Poplar Bluff, MO

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Poplar Bluff, MO

Fair PriceModerate · 36
$8,950104,728 mi

Market: $9,000 – $16,047

Comparison: 36 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 78 days listed (based on current market benchmarks)

Poplar Bluff, MO

2012 Land Rover LR4 Base

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

2012 Land Rover LR4 Base

Doniphan, MO

UnscoredInsufficient · 0
$8,95084,655 mi

Doniphan, MO

2014 Buick Encore Base

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

2014 Buick Encore Base

Mountain View, MO

UnscoredInsufficient · 0
$8,990135,859 mi

Mountain View, MO

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Harviell, MO

UnscoredLimited · 7
$8,995113,000 mi

Comparison: 7 similar vehicles

Harviell, MO

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Salem, MO

Fair PriceModerate · 26
$8,995108,000 mi

Market: $5,400 – $10,990

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Salem, MO

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Poplar Bluff, MO

UnscoredInsufficient · 0
$8,99586,650 mi

Poplar Bluff, MO

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Fairdealing, MO

UnscoredLimited · 10
$9,044150,568 mi

Comparison: 10 similar vehicles

Fairdealing, MO

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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