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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 20, 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

4,692 listings found

2005 Toyota 4Runner SR5

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

2005 Toyota 4Runner SR5

Brandon, MS

UnscoredInsufficient · 3
$3,005194,441 mi

Comparison: 3 similar vehicles

Brandon, MS

2012 Dodge Journey SXT

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

2012 Dodge Journey SXT

Jackson, MS

UnscoredInsufficient · 0
$3,699176,451 mi

Jackson, MS

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Jackson, MS

UnscoredLimited · 6
$3,998263,189 mi

Comparison: 6 similar vehicles

Jackson, MS

2005 Buick Rendezvous CX AWD

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

2005 Buick Rendezvous CX AWD

Jackson, MS

UnscoredInsufficient · 0
$3,999169,121 mi

Jackson, MS

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Jackson, MS

UnscoredInsufficient · 0
$3,999198,785 mi

Jackson, MS

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Jackson, MS

UnscoredLimited · 10
$4,500178,459 mi

Comparison: 10 similar vehicles

Jackson, MS

2011 Nissan Armada Platinum

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

2011 Nissan Armada Platinum

Jackson, MS

UnscoredInsufficient · 4
$4,500181,212 mi

Comparison: 4 similar vehicles

Jackson, MS

2011 Hyundai Tucson GL

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

2011 Hyundai Tucson GL

Jackson, MS

UnscoredInsufficient · 0
$4,500139,451 mi

Jackson, MS

2010 Toyota RAV4 Limited

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

2010 Toyota RAV4 Limited

Pearl, MS

UnscoredInsufficient · 0
$4,500222,500 mi

Pearl, MS

2014 Cadillac SRX Performance Collection

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

2014 Cadillac SRX Performance Collection

Jackson, MS

UnscoredInsufficient · 4
$4,899139,451 mi

Comparison: 4 similar vehicles

Jackson, MS

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Jackson, MS

UnscoredLimited · 13
$4,999151,121 mi

Comparison: 13 similar vehicles

Jackson, MS

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Jackson, MS

UnscoredLimited · 16
$4,999180,124 mi

Comparison: 16 similar vehicles

Jackson, MS

2014 Ford Escape SE

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

2014 Ford Escape SE

Jackson, MS

Fair PriceModerate · 24
$4,999115,241 mi

Market: $4,977 – $9,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Jackson, MS

2008 Saturn Outlook XR

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

2008 Saturn Outlook XR

Pearl, MS

UnscoredInsufficient · 0
$4,999147,943 mi

Pearl, MS

2007 Pontiac Torrent Base

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

2007 Pontiac Torrent Base

Jackson, MS

UnscoredInsufficient · 0
$5,280110,372 mi

Jackson, MS

2012 GMC Acadia SLE

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

2012 GMC Acadia SLE

Jackson, MS

UnscoredLimited · 5
$5,300153,264 mi

Comparison: 5 similar vehicles

Jackson, MS

2012 Ford Flex SE

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

2012 Ford Flex SE

Jackson, MS

UnscoredInsufficient · 0
$5,300212,012 mi

Jackson, MS

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Ridgeland, MS

UnscoredLimited · 7
$5,325239,987 mi

Comparison: 7 similar vehicles

Ridgeland, MS

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Jackson, MS

UnscoredInsufficient · 0
$5,499205,598 mi

Jackson, MS

2009 GMC Yukon XL SLT2

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

2009 GMC Yukon XL SLT2

Jackson, MS

UnscoredInsufficient · 0
$5,500210,121 mi

Jackson, MS

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Jackson, MS

UnscoredInsufficient · 4
$5,995164,614 mi

Comparison: 4 similar vehicles

Jackson, MS

2009 Acura MDX Technology Package

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

2009 Acura MDX Technology Package

Jackson, MS

UnscoredInsufficient · 0
$5,995204,212 mi

Jackson, MS

2011 Toyota Highlander SE

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

2011 Toyota Highlander SE

Jackson, MS

UnscoredInsufficient · 0
$5,998240,478 mi

Jackson, MS

2008 Porsche Cayenne Base

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

2008 Porsche Cayenne Base

Jackson, MS

UnscoredInsufficient · 0
$6,499169,853 mi

Jackson, MS

2018 Jeep Renegade Altitude Package

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

2018 Jeep Renegade Altitude Package

Forest, MS

UnscoredLimited · 5
$6,500144,488 mi

Comparison: 5 similar vehicles

Forest, MS

2005 Nissan Armada SE

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

2005 Nissan Armada SE

Crystal Springs, MS

UnscoredInsufficient · 0
$6,500210,931 mi

Crystal Springs, MS

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Jackson, MS

UnscoredInsufficient · 4
$6,800174,122 mi

Comparison: 4 similar vehicles

Jackson, MS

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Jackson, MS

UnscoredModerate · 28
$6,800158,639 mi

Comparison: 28 similar vehicles

Jackson, MS

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Brandon, MS

UnscoredModerate · 40
$6,887168,619 mi

Comparison: 40 similar vehicles

Brandon, MS

2010 Nissan Xterra S

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

2010 Nissan Xterra S

Brandon, MS

UnscoredInsufficient · 0
$6,900173,911 mi

Brandon, MS

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Raymond, MS

UnscoredLimited · 12
$6,995137,761 mi

Comparison: 12 similar vehicles

Raymond, MS

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Jackson, MS

UnscoredLimited · 11
$6,998211,639 mi

Comparison: 11 similar vehicles

Jackson, MS

No Photo

2015 Nissan Rogue SV

Jackson, MS

UnscoredLimited · 11
$6,999212,963 mi

Comparison: 11 similar vehicles

Jackson, MS

2015 Nissan Murano S

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

2015 Nissan Murano S

Forest, MS

UnscoredInsufficient · 3
$7,500221,550 mi

Comparison: 3 similar vehicles

Forest, MS

2008 Toyota Sequoia Limited

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

2008 Toyota Sequoia Limited

Mount Olive, MS

UnscoredInsufficient · 0
$7,748222,613 mi

Mount Olive, MS

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Brandon, MS

UnscoredLimited · 6
$7,887141,288 mi

Comparison: 6 similar vehicles

Brandon, MS

2018 Kia Sorento L

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

2018 Kia Sorento L

Pearl, MS

UnscoredInsufficient · 0
$7,900173,703 mi

Pearl, MS

2017 Nissan Murano SV

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

2017 Nissan Murano SV

Jackson, MS

UnscoredLimited · 6
$7,900173,764 mi

Comparison: 6 similar vehicles

Jackson, MS

2017 INFINITI QX80 Base

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

2017 INFINITI QX80 Base

Brandon, MS

UnscoredModerate · 26
$7,900236,119 mi

Comparison: 26 similar vehicles

Brandon, MS

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Vicksburg, MS

UnscoredLimited · 18
$7,904150,737 mi

Comparison: 18 similar vehicles

Vicksburg, MS

2012 Toyota Sequoia Platinum

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

2012 Toyota Sequoia Platinum

Jackson, MS

UnscoredLimited · 6
$7,925312,901 mi

Comparison: 6 similar vehicles

Jackson, MS

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Carthage, MS

UnscoredModerate · 44
$7,995272,106 mi

Comparison: 44 similar vehicles

Carthage, MS

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Forest, MS

UnscoredModerate · 20
$7,995152,424 mi

Comparison: 20 similar vehicles

Forest, MS

2015 Nissan Pathfinder SV

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

2015 Nissan Pathfinder SV

Pearl, MS

UnscoredInsufficient · 0
$8,350147,827 mi

Pearl, MS

2015 Audi Q7 Premium Plus

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

2015 Audi Q7 Premium Plus

Jackson, MS

UnscoredLimited · 6
$8,498132,325 mi

Comparison: 6 similar vehicles

Jackson, MS

2018 Hyundai Santa Fe SE

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

2018 Hyundai Santa Fe SE

Forest, MS

UnscoredInsufficient · 4
$8,500139,611 mi

Comparison: 4 similar vehicles

Forest, MS

2015 Ford Escape S

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

2015 Ford Escape S

Forest, MS

UnscoredLimited · 17
$8,500125,684 mi

Comparison: 17 similar vehicles

Forest, MS

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

Forest, MS

UnscoredInsufficient · 3
$8,500166,871 mi

Comparison: 3 similar vehicles

Forest, MS

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Forest, MS

UnscoredLimited · 6
$8,500200,981 mi

Comparison: 6 similar vehicles

Forest, MS

2014 Buick Encore Base

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

2014 Buick Encore Base

Forest, MS

UnscoredInsufficient · 0
$8,500129,567 mi

Forest, 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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