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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

9,114 listings found

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Memphis, TN

UnscoredModerate · 24
$2,399183,678 mi

Comparison: 24 similar vehicles

Memphis, TN

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Memphis, TN

UnscoredLimited · 5
$2,499176,816 mi

Comparison: 5 similar vehicles

Memphis, TN

2002 Jeep Liberty LIMITED

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

2002 Jeep Liberty LIMITED

Memphis, TN

UnscoredInsufficient · 0
$2,600141,511 mi

Memphis, TN

2014 Chevrolet Captiva Sport 2LS

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

2014 Chevrolet Captiva Sport 2LS

Senatobia, MS

UnscoredInsufficient · 4
$2,950207,935 mi

Comparison: 4 similar vehicles

Senatobia, MS

2007 Acura MDX Technology & Entertainment Package

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

2007 Acura MDX Technology & Entertainment Package

Memphis, TN

UnscoredInsufficient · 0
$2,995289,890 mi

Memphis, TN

2012 GMC Terrain SLE-2

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

2012 GMC Terrain SLE-2

Senatobia, MS

UnscoredInsufficient · 0
$3,450218,986 mi

Senatobia, MS

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Memphis, TN

UnscoredInsufficient · 0
$3,495196,323 mi

Memphis, TN

No Photo

2007 Lexus RX 350

Olive Branch, MS

UnscoredLimited · 6
$3,500Mileage not verified

Comparison: 6 similar vehicles

Olive Branch, MS

2000 Isuzu Rodeo S

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

2000 Isuzu Rodeo S

Grenada, MS

UnscoredInsufficient · 0
$3,500136,000 mi

Grenada, MS

2016 Mitsubishi Outlander SEL

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

2016 Mitsubishi Outlander SEL

Memphis, TN

UnscoredInsufficient · 0
$3,600153,065 mi

Memphis, TN

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Memphis, TN

UnscoredLimited · 12
$3,695201,362 mi

Comparison: 12 similar vehicles

Memphis, TN

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Olive Branch, MS

UnscoredInsufficient · 0
$3,900164,079 mi

Olive Branch, MS

2015 Lincoln MKC Base

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

2015 Lincoln MKC Base

Olive Branch, MS

UnscoredLimited · 7
$3,950229,741 mi

Comparison: 7 similar vehicles

Olive Branch, MS

2010 Jeep Grand Cherokee Laredo

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

2010 Jeep Grand Cherokee Laredo

Memphis, TN

UnscoredInsufficient · 0
$3,950217,403 mi

Memphis, TN

2007 Cadillac Escalade ESV Base

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

2007 Cadillac Escalade ESV Base

Memphis, TN

UnscoredInsufficient · 0
$3,995205,369 mi

Memphis, TN

2006 Chevrolet TrailBlazer LS

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

2006 Chevrolet TrailBlazer LS

Memphis, TN

UnscoredInsufficient · 3
$3,995228,697 mi

Comparison: 3 similar vehicles

Memphis, TN

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Memphis, TN

UnscoredInsufficient · 0
$3,999212,583 mi

Memphis, TN

2018 Dodge Journey SXT

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

2018 Dodge Journey SXT

Memphis, TN

UnscoredLimited · 5
$4,000207,856 mi

Comparison: 5 similar vehicles

Memphis, TN

No Photo

2002 Isuzu Rodeo Sport S

Olive Branch, MS

UnscoredInsufficient · 0
$4,000177,554 mi

Olive Branch, MS

2007 Ford Edge SE

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

2007 Ford Edge SE

Southaven, MS

UnscoredInsufficient · 0
$4,200151,310 mi

Southaven, MS

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Memphis, TN

UnscoredLimited · 6
$4,295163,351 mi

Comparison: 6 similar vehicles

Memphis, TN

2007 Saturn VUE 3.5L

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

2007 Saturn VUE 3.5L

Memphis, TN

UnscoredInsufficient · 0
$4,299216,565 mi

Memphis, TN

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Southaven, MS

UnscoredInsufficient · 0
$4,300179,598 mi

Southaven, MS

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

Memphis, TN

UnscoredLimited · 12
$4,495163,895 mi

Comparison: 12 similar vehicles

Memphis, TN

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Memphis, TN

UnscoredLimited · 17
$4,495155,500 mi

Comparison: 17 similar vehicles

Memphis, TN

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Memphis, TN

UnscoredLimited · 5
$4,500124,806 mi

Comparison: 5 similar vehicles

Memphis, TN

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Memphis, TN

UnscoredLimited · 8
$4,500118,155 mi

Comparison: 8 similar vehicles

Memphis, TN

2008 Ford Edge SE

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

2008 Ford Edge SE

Memphis, TN

UnscoredInsufficient · 0
$4,500114,906 mi

Memphis, TN

2008 Mazda Tribute i Sport

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

2008 Mazda Tribute i Sport

Southaven, MS

UnscoredInsufficient · 0
$4,500177,788 mi

Southaven, MS

2007 Subaru Forester 2.5 X

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

2007 Subaru Forester 2.5 X

Olive Branch, MS

UnscoredInsufficient · 0
$4,500Mileage not verified

Olive Branch, MS

2004 Lexus RX 330

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

2004 Lexus RX 330

Memphis, TN

UnscoredInsufficient · 4
$4,500199,999 mi

Comparison: 4 similar vehicles

Memphis, TN

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Olive Branch, MS

UnscoredInsufficient · 0
$4,500184,551 mi

Olive Branch, MS

No Photo

2000 Lincoln Navigator Base

Olive Branch, MS

UnscoredInsufficient · 0
$4,500179,940 mi

Olive Branch, MS

2016 Jeep Compass Sport SE

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

2016 Jeep Compass Sport SE

Memphis, TN

UnscoredInsufficient · 0
$4,695159,083 mi

Memphis, TN

2008 Cadillac SRX Base

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

2008 Cadillac SRX Base

Memphis, TN

UnscoredInsufficient · 0
$4,800180,250 mi

Memphis, TN

2008 GMC Yukon SLE1

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

2008 GMC Yukon SLE1

Olive Branch, MS

UnscoredInsufficient · 0
$4,900241,967 mi

Olive Branch, MS

2003 Toyota 4Runner Sport

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

2003 Toyota 4Runner Sport

Memphis, TN

UnscoredInsufficient · 0
$4,950236,152 mi

Memphis, TN

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Coldwater, MS

UnscoredModerate · 44
$4,995195,914 mi

Comparison: 44 similar vehicles

Coldwater, MS

2013 Hyundai Tucson GLS

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

2013 Hyundai Tucson GLS

Memphis, TN

UnscoredInsufficient · 0
$4,995194,689 mi

Memphis, TN

2012 GMC Acadia SLE

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

2012 GMC Acadia SLE

Memphis, TN

UnscoredInsufficient · 0
$4,995180,992 mi

Memphis, TN

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

Memphis, TN

UnscoredInsufficient · 0
$4,995222,476 mi

Memphis, TN

2009 Lexus RX 350

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

2009 Lexus RX 350

Memphis, TN

UnscoredInsufficient · 4
$4,995179,934 mi

Comparison: 4 similar vehicles

Memphis, TN

2002 Toyota Sequoia SR5

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

2002 Toyota Sequoia SR5

Memphis, TN

UnscoredInsufficient · 0
$4,995233,529 mi

Memphis, TN

2014 GMC Acadia SLT1

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

2014 GMC Acadia SLT1

Memphis, TN

UnscoredInsufficient · 3
$4,999207,259 mi

Comparison: 3 similar vehicles

Memphis, TN

No Photo

2010 Acura MDX Technology Package

Memphis, TN

UnscoredInsufficient · 0
$4,999178,945 mi

Memphis, TN

2007 Acura MDX Technology Package

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

2007 Acura MDX Technology Package

Memphis, TN

UnscoredInsufficient · 0
$4,999174,917 mi

Memphis, TN

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Tunica, MS

UnscoredInsufficient · 3
$5,000243,988 mi

Comparison: 3 similar vehicles

Tunica, MS

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Memphis, TN

UnscoredInsufficient · 0
$5,000157,924 mi

Memphis, TN

2004 Ford Escape XLS

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

2004 Ford Escape XLS

Sardis, MS

UnscoredInsufficient · 0
$5,000334,635 mi

Sardis, MS

2013 Ford Escape SE

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

2013 Ford Escape SE

Senatobia, MS

UnscoredInsufficient · 3
$5,250207,384 mi

Comparison: 3 similar vehicles

Senatobia, MS

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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