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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

817 listings found

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Greenwood, MS

UnscoredInsufficient · 0
$6,50091,886 mi

Greenwood, MS

2015 Ford Escape SE

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

2015 Ford Escape SE

Greenwood, MS

UnscoredLimited · 14
$7,686151,420 mi

Comparison: 14 similar vehicles

Greenwood, MS

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

Greenwood, MS

UnscoredInsufficient · 0
$8,699158,730 mi

Greenwood, MS

2016 Land Rover Range Rover Evoque SE

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

2016 Land Rover Range Rover Evoque SE

Greenwood, MS

UnscoredInsufficient · 0
$8,924141,984 mi

Greenwood, MS

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Greenwood, MS

UnscoredRobust · 80
$8,995240,422 mi

Comparison: 80 similar vehicles

Greenwood, MS

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Greenwood, MS

UnscoredLimited · 14
$8,995165,707 mi

Comparison: 14 similar vehicles

Greenwood, MS

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

Cleveland, MS

UnscoredInsufficient · 3
$9,38066,888 mi

Comparison: 3 similar vehicles

Cleveland, MS

2018 Audi Q3 Premium

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

2018 Audi Q3 Premium

Greenville, MS

UnscoredInsufficient · 3
$9,500117,000 mi

Comparison: 3 similar vehicles

Greenville, MS

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Cleveland, MS

UnscoredModerate · 38
$9,990175,356 mi

Comparison: 38 similar vehicles

Cleveland, MS

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Greenwood, MS

UnscoredLimited · 10
$10,420151,035 mi

Comparison: 10 similar vehicles

Greenwood, MS

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Cleveland, MS

UnscoredLimited · 9
$10,915158,586 mi

Comparison: 9 similar vehicles

Cleveland, MS

2012 GMC Acadia Denali

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

2012 GMC Acadia Denali

Greenwood, MS

UnscoredInsufficient · 3
$10,995150,659 mi

Comparison: 3 similar vehicles

Greenwood, MS

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Cleveland, MS

UnscoredModerate · 28
$11,399137,965 mi

Comparison: 28 similar vehicles

Cleveland, MS

No Photo

2013 Cadillac Escalade Luxury

Greenwood, MS

UnscoredInsufficient · 3
$11,500212,612 mi

Comparison: 3 similar vehicles

Greenwood, MS

2018 Ford Escape SE

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

2018 Ford Escape SE

Greenwood, MS

Fair PriceRobust · 91
$11,995119,380 mi

Market: $4,800 – $17,900

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Greenwood, MS

2007 GMC Yukon Denali

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

2007 GMC Yukon Denali

Greenwood, MS

UnscoredInsufficient · 0
$11,995Mileage not verified

Greenwood, MS

No Photo

2019 Jeep Renegade Latitude

Greenwood, MS

UnscoredLimited · 13
$12,500139,961 mi

Comparison: 13 similar vehicles

Greenwood, MS

2013 Chevrolet Tahoe LT

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

2013 Chevrolet Tahoe LT

Greenville, MS

UnscoredLimited · 14
$12,942142,262 mi

Comparison: 14 similar vehicles

Greenville, MS

2019 Ford Escape Titanium

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

2019 Ford Escape Titanium

Cleveland, MS

UnscoredLimited · 6
$13,420125,321 mi

Comparison: 6 similar vehicles

Cleveland, MS

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Cleveland, MS

UnscoredLimited · 9
$13,420153,240 mi

Comparison: 9 similar vehicles

Cleveland, MS

2012 Jeep Grand Cherokee Overland Summit

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

2012 Jeep Grand Cherokee Overland Summit

Cleveland, MS

UnscoredInsufficient · 0
$13,483133,055 mi

Cleveland, MS

No Photo

2017 Kia Sorento LX

Greenwood, MS

UnscoredLimited · 15
$13,500141,179 mi

Comparison: 15 similar vehicles

Greenwood, MS

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Greenwood, MS

UnscoredLimited · 10
$13,995152,640 mi

Comparison: 10 similar vehicles

Greenwood, MS

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Greenwood, MS

OverpricedLimited · 18
$13,995118,000 mi

Market: $10,420 – $12,666

Comparison: 18 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Greenwood, MS

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Greenwood, MS

UnscoredLimited · 5
$13,995137,075 mi

Comparison: 5 similar vehicles

Greenwood, MS

2013 Mercedes-Benz GLK-Class GLK350

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

2013 Mercedes-Benz GLK-Class GLK350

Greenwood, MS

UnscoredInsufficient · 3
$13,995128,395 mi

Comparison: 3 similar vehicles

Greenwood, MS

2011 Dodge Durango Crew

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

2011 Dodge Durango Crew

Greenwood, MS

UnscoredLimited · 5
$13,995114,580 mi

Comparison: 5 similar vehicles

Greenwood, MS

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Greenwood, MS

OverpricedLimited · 15
$14,00070,487 mi

Market: $5,694 – $12,713

Comparison: 15 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Greenwood, MS

2011 Toyota 4Runner SR5

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

2011 Toyota 4Runner SR5

Greenville, MS

UnscoredInsufficient · 0
$14,030183,919 mi

Greenville, MS

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Cleveland, MS

UnscoredModerate · 30
$14,415148,238 mi

Comparison: 30 similar vehicles

Cleveland, MS

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Cleveland, MS

UnscoredRobust · 92
$14,420129,083 mi

Comparison: 92 similar vehicles

Cleveland, MS

2017 Nissan Murano Platinum

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

2017 Nissan Murano Platinum

Cleveland, MS

Fair PriceLimited · 19
$14,424115,157 mi

Market: $9,500 – $16,590

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Cleveland, MS

2020 Nissan Armada SL

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

2020 Nissan Armada SL

Greenville, MS

UnscoredRobust · 61
$14,439140,381 mi

Comparison: 61 similar vehicles

Greenville, MS

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

Greenville, MS

UnscoredRobust · 54
$14,970182,772 mi

Comparison: 54 similar vehicles

Greenville, MS

2020 Hyundai Kona SEL Plus

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

2020 Hyundai Kona SEL Plus

Greenwood, MS

UnscoredInsufficient · 0
$14,995154,010 mi

Greenwood, MS

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Greenwood, MS

OverpricedModerate · 22
$14,995113,535 mi

Market: $3,995 – $11,995

Comparison: 22 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Greenwood, MS

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Greenwood, MS

UnscoredModerate · 41
$14,995150,675 mi

Comparison: 41 similar vehicles

Greenwood, MS

2016 GMC Yukon SLT

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

2016 GMC Yukon SLT

Greenwood, MS

UnscoredModerate · 34
$14,995251,545 mi

Comparison: 34 similar vehicles

Greenwood, MS

2020 Buick Envision Essence

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

2020 Buick Envision Essence

Cleveland, MS

UnscoredLimited · 18
$15,015169,864 mi

Comparison: 18 similar vehicles

Cleveland, MS

2018 Toyota Highlander XLE

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

2018 Toyota Highlander XLE

Greenwood, MS

UnscoredModerate · 27
$15,420163,624 mi

Comparison: 27 similar vehicles

Greenwood, MS

No Photo

2024 Chevrolet Equinox 2FL

Greenwood, MS

UnscoredLimited · 9
$15,500216,156 mi

Comparison: 9 similar vehicles

Greenwood, MS

2021 Chevrolet Trax LT

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

2021 Chevrolet Trax LT

Greenwood, MS

UnscoredLimited · 9
$15,58070,779 mi

Comparison: 9 similar vehicles

Greenwood, MS

2019 GMC Terrain SLE

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

2019 GMC Terrain SLE

Indianola, MS

OverpricedModerate · 28
$15,991123,819 mi

Market: $10,900 – $15,742

Comparison: 28 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Indianola, MS

2016 GMC Yukon SLT

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

2016 GMC Yukon SLT

Greenwood, MS

UnscoredModerate · 34
$15,995214,539 mi

Comparison: 34 similar vehicles

Greenwood, MS

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Greenwood, MS

UnscoredLimited · 8
$15,995122,368 mi

Comparison: 8 similar vehicles

Greenwood, MS

2012 GMC Yukon Denali

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

2012 GMC Yukon Denali

Greenwood, MS

UnscoredInsufficient · 4
$15,995175,300 mi

Comparison: 4 similar vehicles

Greenwood, MS

2017 Mercedes-Benz GLE-Class GLE350

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

2017 Mercedes-Benz GLE-Class GLE350

Greenwood, MS

UnscoredLimited · 7
$16,00097,087 mi

Comparison: 7 similar vehicles

Greenwood, MS

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Greenville, MS

UnscoredInsufficient · 0
$16,03630,383 mi

Greenville, MS

No Photo

2023 Chevrolet Equinox LT

Greenwood, MS

UnscoredRobust · 87
$16,200192,293 mi

Comparison: 87 similar vehicles

Greenwood, MS

2018 GMC Acadia SLT-1

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

2018 GMC Acadia SLT-1

Cleveland, MS

UnscoredLimited · 7
$16,415116,614 mi

Comparison: 7 similar vehicles

Cleveland, 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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