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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

905 listings found

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Summit, MS

UnscoredInsufficient · 0
$3,310147,177 mi

Summit, MS

2009 Nissan Rogue SL

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

2009 Nissan Rogue SL

Mccomb, MS

UnscoredInsufficient · 3
$3,542118,278 mi

Comparison: 3 similar vehicles

Mccomb, 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

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

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

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

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

2011 Chevrolet Tahoe LS

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

2011 Chevrolet Tahoe LS

Columbia, MS

UnscoredInsufficient · 4
$6,500221,185 mi

Comparison: 4 similar vehicles

Columbia, 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

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

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

2009 Jeep Wrangler Unlimited X

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

2009 Jeep Wrangler Unlimited X

Columbia, MS

UnscoredInsufficient · 0
$7,995187,117 mi

Columbia, MS

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Bude, MS

UnscoredInsufficient · 0
$7,995162,994 mi

Bude, MS

2017 Jaguar F-Pace Base

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

2017 Jaguar F-Pace Base

Mccomb, MS

UnscoredInsufficient · 0
$8,423129,401 mi

Mccomb, MS

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Brookhaven, MS

UnscoredInsufficient · 4
$8,635247,940 mi

Comparison: 4 similar vehicles

Brookhaven, MS

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Mount Olive, MS

UnscoredLimited · 5
$8,698246,105 mi

Comparison: 5 similar vehicles

Mount Olive, MS

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Columbia, MS

UnscoredModerate · 25
$8,863143,662 mi

Comparison: 25 similar vehicles

Columbia, MS

No Photo

2021 Mitsubishi Outlander Sport SE

Columbia, MS

UnscoredLimited · 7
$9,000117,690 mi

Comparison: 7 similar vehicles

Columbia, MS

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Brookhaven, MS

UnscoredLimited · 8
$9,135120,137 mi

Comparison: 8 similar vehicles

Brookhaven, MS

2019 Chevrolet Tahoe LT

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

2019 Chevrolet Tahoe LT

Mccomb, MS

UnscoredLimited · 8
$9,495224,466 mi

Comparison: 8 similar vehicles

Mccomb, MS

2013 Volvo XC90 3.2

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

2013 Volvo XC90 3.2

Hazlehurst, MS

UnscoredInsufficient · 0
$9,998115,500 mi

Hazlehurst, MS

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Mccomb, MS

UnscoredLimited · 6
$10,015175,421 mi

Comparison: 6 similar vehicles

Mccomb, MS

2013 Chevrolet Tahoe LTZ

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

2013 Chevrolet Tahoe LTZ

Columbia, MS

UnscoredInsufficient · 3
$10,070201,200 mi

Comparison: 3 similar vehicles

Columbia, MS

2016 Ford Escape SE

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

2016 Ford Escape SE

Brookhaven, MS

Fair PriceModerate · 21
$10,23092,592 mi

Market: $4,995 – $12,005

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Brookhaven, MS

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Summit, MS

Fair PriceModerate · 43
$10,310119,671 mi

Market: $10,800 – $19,052

Comparison: 43 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 8 days listed (based on current market benchmarks)

Summit, MS

2020 Nissan Murano SV

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

2020 Nissan Murano SV

Brookhaven, MS

UnscoredLimited · 7
$10,328181,009 mi

Comparison: 7 similar vehicles

Brookhaven, MS

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Jackson, MS

UnscoredLimited · 11
$10,588145,164 mi

Comparison: 11 similar vehicles

Jackson, MS

2017 Chevrolet Suburban LT

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

2017 Chevrolet Suburban LT

Columbia, MS

UnscoredLimited · 13
$10,833157,460 mi

Comparison: 13 similar vehicles

Columbia, MS

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Raymond, MS

Fair PriceLimited · 12
$10,99598,028 mi

Market: $5,495 – $13,890

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Raymond, MS

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Mount Olive, MS

Fair PriceLimited · 17
$11,148104,065 mi

Market: $7,887 – $14,999

Comparison: 17 similar vehicles

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

Mount Olive, MS

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Crystal Springs, MS

UnscoredLimited · 9
$11,200145,354 mi

Comparison: 9 similar vehicles

Crystal Springs, MS

2017 GMC Yukon XL SLT

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

2017 GMC Yukon XL SLT

Brookhaven, MS

UnscoredLimited · 9
$11,335Mileage not verified

Comparison: 9 similar vehicles

Brookhaven, MS

2016 INFINITI QX60 Base

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

2016 INFINITI QX60 Base

Byram, MS

UnscoredLimited · 9
$11,599108,608 mi

Comparison: 9 similar vehicles

Byram, MS

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Columbia, MS

UnscoredLimited · 6
$11,900185,883 mi

Comparison: 6 similar vehicles

Columbia, MS

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Columbia, MS

UnscoredInsufficient · 3
$11,900153,135 mi

Comparison: 3 similar vehicles

Columbia, MS

2014 Hyundai Santa Fe Sport 2.0T

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

2014 Hyundai Santa Fe Sport 2.0T

Hazlehurst, MS

UnscoredInsufficient · 0
$11,998103,352 mi

Hazlehurst, MS

2017 Lincoln MKX Premiere

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

2017 Lincoln MKX Premiere

Brookhaven, MS

UnscoredInsufficient · 0
$12,235104,305 mi

Brookhaven, MS

2017 Lincoln MKC Reserve

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

2017 Lincoln MKC Reserve

Brookhaven, MS

UnscoredLimited · 6
$12,720107,049 mi

Comparison: 6 similar vehicles

Brookhaven, MS

2022 Ford Edge SE

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

2022 Ford Edge SE

Columbia, MS

UnscoredLimited · 5
$12,950106,092 mi

Comparison: 5 similar vehicles

Columbia, MS

2020 Chevrolet Equinox 2FL

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

2020 Chevrolet Equinox 2FL

Columbia, MS

UnscoredLimited · 13
$12,995125,074 mi

Comparison: 13 similar vehicles

Columbia, MS

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Brookhaven, MS

Fair PriceModerate · 28
$13,021108,916 mi

Market: $7,900 – $13,998

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Brookhaven, MS

2017 Chevrolet Tahoe LT

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

2017 Chevrolet Tahoe LT

Mccomb, MS

UnscoredRobust · 69
$13,362157,830 mi

Comparison: 69 similar vehicles

Mccomb, 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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