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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

2,104 listings found

2006 Honda Pilot EX

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

2006 Honda Pilot EX

New Brockton, AL

UnscoredLimited · 10
$2,150252,589 mi

Comparison: 10 similar vehicles

New Brockton, AL

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Repton, AL

UnscoredLimited · 12
$3,500130,060 mi

Comparison: 12 similar vehicles

Repton, AL

2016 Mitsubishi Outlander Sport SE

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

2016 Mitsubishi Outlander Sport SE

Repton, AL

UnscoredInsufficient · 0
$3,500162,025 mi

Repton, AL

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Repton, AL

UnscoredLimited · 7
$3,500166,832 mi

Comparison: 7 similar vehicles

Repton, AL

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Repton, AL

UnscoredModerate · 35
$3,500184,320 mi

Comparison: 35 similar vehicles

Repton, AL

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Repton, AL

UnscoredRobust · 78
$4,000167,708 mi

Comparison: 78 similar vehicles

Repton, AL

2015 Jeep Grand Cherokee Altitude

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

2015 Jeep Grand Cherokee Altitude

Repton, AL

UnscoredLimited · 6
$4,000189,729 mi

Comparison: 6 similar vehicles

Repton, AL

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Repton, AL

UnscoredRobust · 52
$4,500178,998 mi

Comparison: 52 similar vehicles

Repton, AL

2015 Nissan Pathfinder S

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

2015 Nissan Pathfinder S

Troy, AL

UnscoredLimited · 8
$4,500Mileage not verified

Comparison: 8 similar vehicles

Troy, AL

2013 Nissan JUKE NISMO

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

2013 Nissan JUKE NISMO

Brundidge, AL

UnscoredInsufficient · 3
$4,995138,000 mi

Comparison: 3 similar vehicles

Brundidge, AL

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Repton, AL

UnscoredInsufficient · 4
$5,000156,932 mi

Comparison: 4 similar vehicles

Repton, AL

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Geneva, AL

UnscoredInsufficient · 0
$5,000132,000 mi

Geneva, AL

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

New Brockton, AL

UnscoredModerate · 41
$5,250213,580 mi

Comparison: 41 similar vehicles

New Brockton, AL

2017 Buick Envision Essence

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

2017 Buick Envision Essence

Troy, AL

UnscoredLimited · 8
$5,505184,229 mi

Comparison: 8 similar vehicles

Troy, AL

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

Troy, AL

UnscoredInsufficient · 0
$5,525157,128 mi

Troy, AL

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Brewton, AL

UnscoredInsufficient · 0
$5,694132,694 mi

Brewton, AL

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Brewton, AL

UnscoredLimited · 9
$5,694198,011 mi

Comparison: 9 similar vehicles

Brewton, AL

2016 Kia Sorento LX

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

2016 Kia Sorento LX

New Brockton, AL

UnscoredModerate · 30
$5,995137,380 mi

Comparison: 30 similar vehicles

New Brockton, AL

2012 Ford Edge SE

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

2012 Ford Edge SE

Evergreen, AL

UnscoredInsufficient · 0
$5,995245,108 mi

Evergreen, AL

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Elba, AL

UnscoredLimited · 15
$6,003216,979 mi

Comparison: 15 similar vehicles

Elba, AL

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

New Brockton, AL

UnscoredModerate · 20
$6,250130,722 mi

Comparison: 20 similar vehicles

New Brockton, AL

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

New Brockton, AL

UnscoredLimited · 15
$6,499152,139 mi

Comparison: 15 similar vehicles

New Brockton, AL

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Geneva, AL

UnscoredInsufficient · 3
$7,000110,112 mi

Comparison: 3 similar vehicles

Geneva, AL

2012 Dodge Durango Citadel

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

2012 Dodge Durango Citadel

Troy, AL

UnscoredLimited · 7
$7,349238,324 mi

Comparison: 7 similar vehicles

Troy, AL

2014 INFINITI QX60 Base

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

2014 INFINITI QX60 Base

Troy, AL

UnscoredModerate · 33
$7,390132,600 mi

Comparison: 33 similar vehicles

Troy, AL

2013 Ford Edge SEL

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

2013 Ford Edge SEL

New Brockton, AL

UnscoredRobust · 61
$7,450186,179 mi

Comparison: 61 similar vehicles

New Brockton, AL

2011 Dodge Durango Express

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

2011 Dodge Durango Express

Geneva, AL

UnscoredInsufficient · 0
$7,500262,768 mi

Geneva, AL

2011 Nissan Pathfinder S

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

2011 Nissan Pathfinder S

Geneva, AL

UnscoredInsufficient · 0
$7,500184,238 mi

Geneva, AL

2010 Chevrolet Equinox 2LT

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

2010 Chevrolet Equinox 2LT

Geneva, AL

UnscoredInsufficient · 0
$7,500156,938 mi

Geneva, AL

2010 Honda Pilot EX-L

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

2010 Honda Pilot EX-L

Geneva, AL

UnscoredInsufficient · 4
$7,500231,876 mi

Comparison: 4 similar vehicles

Geneva, AL

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Troy, AL

UnscoredLimited · 14
$7,890144,729 mi

Comparison: 14 similar vehicles

Troy, AL

2010 Porsche Cayenne Base

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

2010 Porsche Cayenne Base

Enterprise, AL

UnscoredInsufficient · 0
$7,900118,246 mi

Enterprise, AL

2012 Toyota Highlander Base

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

2012 Toyota Highlander Base

Elba, AL

UnscoredLimited · 7
$7,987277,092 mi

Comparison: 7 similar vehicles

Elba, AL

2002 Chevrolet Suburban LS

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

2002 Chevrolet Suburban LS

Evergreen, AL

UnscoredInsufficient · 3
$7,990293,132 mi

Comparison: 3 similar vehicles

Evergreen, AL

2013 Chevrolet Suburban LT

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

2013 Chevrolet Suburban LT

Troy, AL

UnscoredLimited · 11
$8,090199,652 mi

Comparison: 11 similar vehicles

Troy, AL

2014 BMW X5 xDrive35i

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

2014 BMW X5 xDrive35i

Andalusia, AL

UnscoredLimited · 12
$8,490167,727 mi

Comparison: 12 similar vehicles

Andalusia, AL

2011 GMC Yukon XL SLE

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

2011 GMC Yukon XL SLE

Geneva, AL

UnscoredInsufficient · 0
$8,500230,404 mi

Geneva, AL

2019 Mitsubishi Outlander SE

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

2019 Mitsubishi Outlander SE

Crestview, FL

UnscoredInsufficient · 3
$8,690174,816 mi

Comparison: 3 similar vehicles

Crestview, FL

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Brewton, AL

UnscoredLimited · 5
$8,990200,005 mi

Comparison: 5 similar vehicles

Brewton, AL

2016 Ford Explorer Base

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

2016 Ford Explorer Base

New Brockton, AL

UnscoredLimited · 13
$8,995132,780 mi

Comparison: 13 similar vehicles

New Brockton, AL

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Enterprise, AL

UnscoredLimited · 9
$9,00095,532 mi

Comparison: 9 similar vehicles

Enterprise, AL

2008 Hummer H3

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

2008 Hummer H3

Geneva, AL

UnscoredInsufficient · 0
$9,000224,434 mi

Geneva, AL

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Troy, AL

UnscoredModerate · 42
$9,290170,517 mi

Comparison: 42 similar vehicles

Troy, AL

2014 Nissan Armada Platinum

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

2014 Nissan Armada Platinum

Troy, AL

UnscoredInsufficient · 3
$9,290155,747 mi

Comparison: 3 similar vehicles

Troy, AL

2017 Nissan Armada Platinum

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

2017 Nissan Armada Platinum

Troy, AL

UnscoredModerate · 26
$9,390204,999 mi

Comparison: 26 similar vehicles

Troy, AL

2014 Honda Pilot LX

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

2014 Honda Pilot LX

Elba, AL

UnscoredInsufficient · 0
$9,503145,269 mi

Elba, AL

2008 Jeep Wrangler Unlimited Rubicon

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

2008 Jeep Wrangler Unlimited Rubicon

Greenville, AL

UnscoredInsufficient · 3
$9,912157,749 mi

Comparison: 3 similar vehicles

Greenville, AL

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Greenville, AL

UnscoredLimited · 5
$9,990145,773 mi

Comparison: 5 similar vehicles

Greenville, AL

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Brundidge, AL

UnscoredRobust · 142
$9,995188,762 mi

Comparison: 142 similar vehicles

Brundidge, AL

2010 Jeep Wrangler Unlimited Sport

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

2010 Jeep Wrangler Unlimited Sport

Geneva, AL

UnscoredLimited · 7
$10,000193,700 mi

Comparison: 7 similar vehicles

Geneva, AL

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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