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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 21, 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

572 listings found

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Macon, MO

UnscoredLimited · 6
$3,900223,574 mi

Comparison: 6 similar vehicles

Macon, MO

2006 Pontiac Torrent Base

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

2006 Pontiac Torrent Base

Chillicothe, MO

UnscoredInsufficient · 3
$3,950171,000 mi

Comparison: 3 similar vehicles

Chillicothe, MO

2017 Chevrolet Traverse Premier

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

2017 Chevrolet Traverse Premier

Marceline, MO

UnscoredLimited · 8
$3,995246,990 mi

Comparison: 8 similar vehicles

Marceline, MO

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Macon, MO

UnscoredLimited · 10
$4,995188,403 mi

Comparison: 10 similar vehicles

Macon, MO

2002 Cadillac Escalade Base

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

2002 Cadillac Escalade Base

Keytesville, MO

UnscoredInsufficient · 0
$5,000151,557 mi

Keytesville, MO

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Marshall, MO

UnscoredModerate · 40
$5,600164,768 mi

Comparison: 40 similar vehicles

Marshall, MO

2010 Mercury Mariner Premier

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

2010 Mercury Mariner Premier

Slater, MO

UnscoredInsufficient · 0
$5,998183,178 mi

Slater, MO

2012 GMC Terrain SLT-2

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

2012 GMC Terrain SLT-2

Marshall, MO

UnscoredLimited · 15
$6,294170,733 mi

Comparison: 15 similar vehicles

Marshall, MO

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Kirksville, MO

UnscoredModerate · 22
$6,450144,600 mi

Comparison: 22 similar vehicles

Kirksville, MO

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Macon, MO

UnscoredLimited · 6
$6,495184,402 mi

Comparison: 6 similar vehicles

Macon, MO

2016 Chevrolet Traverse 2LT

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

2016 Chevrolet Traverse 2LT

Chillicothe, MO

UnscoredModerate · 34
$6,950232,313 mi

Comparison: 34 similar vehicles

Chillicothe, MO

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Kirksville, MO

UnscoredModerate · 36
$6,950159,077 mi

Comparison: 36 similar vehicles

Kirksville, MO

2002 Toyota Sequoia SR5

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

2002 Toyota Sequoia SR5

Slater, MO

UnscoredInsufficient · 0
$6,995237,136 mi

Slater, MO

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Slater, MO

UnscoredInsufficient · 0
$6,998154,774 mi

Slater, MO

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Macon, MO

UnscoredModerate · 45
$7,500149,395 mi

Comparison: 45 similar vehicles

Macon, MO

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Anabel, MO

UnscoredInsufficient · 0
$7,500188,841 mi

Anabel, MO

2013 Honda Pilot Touring

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

2013 Honda Pilot Touring

Kirksville, MO

UnscoredInsufficient · 0
$7,650203,491 mi

Kirksville, MO

2016 GMC Acadia SLE-2

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

2016 GMC Acadia SLE-2

Macon, MO

Fair PriceLimited · 11
$7,900107,000 mi

Market: $6,561 – $13,699

Comparison: 11 similar vehicles

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

Macon, MO

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Chillicothe, MO

Fair PriceModerate · 30
$7,95080,724 mi

Market: $8,000 – $12,645

Comparison: 30 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 7 days listed (based on current market benchmarks)

Chillicothe, MO

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Kirksville, MO

Fair PriceModerate · 38
$7,950109,200 mi

Market: $4,795 – $15,995

Comparison: 38 similar vehicles

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

Kirksville, MO

2017 Ford Escape SE

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

2017 Ford Escape SE

Macon, MO

UnscoredRobust · 197
$7,995146,600 mi

Comparison: 197 similar vehicles

Macon, MO

2009 Nissan Murano S

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

2009 Nissan Murano S

Macon, MO

UnscoredLimited · 7
$7,99592,757 mi

Comparison: 7 similar vehicles

Macon, MO

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Marshall, MO

UnscoredModerate · 38
$8,294159,748 mi

Comparison: 38 similar vehicles

Marshall, MO

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Moberly, MO

UnscoredModerate · 45
$8,590169,462 mi

Comparison: 45 similar vehicles

Moberly, MO

2008 Jeep Wrangler X

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

2008 Jeep Wrangler X

Anabel, MO

UnscoredInsufficient · 3
$8,950121,000 mi

Comparison: 3 similar vehicles

Anabel, MO

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Slater, MO

UnscoredModerate · 26
$8,995162,972 mi

Comparison: 26 similar vehicles

Slater, MO

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Macon, MO

Fair PriceModerate · 20
$8,995109,150 mi

Market: $5,999 – $14,495

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 209 days listed (based on current market benchmarks)

Macon, MO

2004 Jeep Liberty Renegade

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

2004 Jeep Liberty Renegade

Macon, MO

UnscoredInsufficient · 0
$8,99583,359 mi

Macon, MO

2009 GMC Yukon SLT2

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

2009 GMC Yukon SLT2

Marshall, MO

UnscoredLimited · 8
$9,294144,613 mi

Comparison: 8 similar vehicles

Marshall, MO

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Macon, MO

UnscoredInsufficient · 3
$9,500117,690 mi

Comparison: 3 similar vehicles

Macon, MO

2015 Nissan Murano S

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

2015 Nissan Murano S

Kirksville, MO

UnscoredInsufficient · 0
$9,500138,421 mi

Kirksville, MO

2019 Jeep Cherokee Upland

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

2019 Jeep Cherokee Upland

Chillicothe, MO

UnscoredInsufficient · 0
$9,950187,560 mi

Chillicothe, MO

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Macon, MO

UnscoredModerate · 44
$9,995145,500 mi

Comparison: 44 similar vehicles

Macon, MO

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Macon, MO

Fair PriceModerate · 49
$9,995116,255 mi

Market: $6,750 – $13,995

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Macon, MO

2017 Jeep Patriot Latitude

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

2017 Jeep Patriot Latitude

Macon, MO

UnscoredLimited · 5
$9,99597,013 mi

Comparison: 5 similar vehicles

Macon, MO

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Macon, MO

Fair PriceRobust · 135
$9,99580,319 mi

Market: $5,750 – $17,500

Comparison: 135 similar vehicles

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

Macon, MO

2016 Ford Escape SE

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

2016 Ford Escape SE

Macon, MO

Fair PriceRobust · 85
$9,995100,318 mi

Market: $4,495 – $13,214

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Macon, MO

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Macon, MO

Fair PriceModerate · 36
$9,99574,822 mi

Market: $3,899 – $16,584

Comparison: 36 similar vehicles

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

Macon, MO

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Macon, MO

Fair PriceModerate · 40
$9,995104,814 mi

Market: $4,950 – $14,995

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 196 days listed (based on current market benchmarks)

Macon, MO

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Macon, MO

OverpricedModerate · 25
$9,99594,852 mi

Market: $3,000 – $9,850

Comparison: 25 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Macon, MO

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Marshall, MO

UnscoredRobust · 105
$10,294126,854 mi

Comparison: 105 similar vehicles

Marshall, MO

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Kirksville, MO

Fair PriceRobust · 51
$10,48999,153 mi

Market: $4,999 – $19,995

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Kirksville, MO

2014 Hyundai Santa Fe GLS

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

2014 Hyundai Santa Fe GLS

Kirksville, MO

Fair PriceLimited · 16
$10,500110,820 mi

Market: $8,500 – $11,000

Comparison: 16 similar vehicles

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

Kirksville, MO

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

Marshall, MO

UnscoredModerate · 35
$10,800214,410 mi

Comparison: 35 similar vehicles

Marshall, MO

2015 Nissan Armada SL

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

2015 Nissan Armada SL

Macon, MO

UnscoredInsufficient · 0
$10,900115,000 mi

Macon, MO

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Macon, MO

UnscoredInsufficient · 4
$10,900155,000 mi

Comparison: 4 similar vehicles

Macon, MO

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Kirksville, MO

UnscoredModerate · 32
$10,950164,000 mi

Comparison: 32 similar vehicles

Kirksville, MO

2019 Ford Ecosport Titanium

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

2019 Ford Ecosport Titanium

Macon, MO

UnscoredInsufficient · 4
$10,995102,673 mi

Comparison: 4 similar vehicles

Macon, MO

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Macon, MO

Fair PriceRobust · 84
$10,99597,203 mi

Market: $7,335 – $14,627

Comparison: 84 similar vehicles

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

Macon, MO

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Macon, MO

Fair PriceModerate · 39
$10,99599,592 mi

Market: $5,888 – $13,998

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Macon, 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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