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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 · November 5, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,150 listings found

1996 Ford Econoline

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

1996 Ford Econoline

Ridgeland, MS

UnscoredInsufficient · 0
$6,500177,845 mi

Ridgeland, MS

2016 Jeep Cherokee Altitude

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

2016 Jeep Cherokee Altitude

Ridgeland, MS

UnscoredInsufficient · 3
$6,995171,200 mi

Comparison: 3 similar vehicles

Ridgeland, MS

2015 Toyota Avalon XLE Premium Hybrid

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

2015 Toyota Avalon XLE Premium Hybrid

Ridgeland, MS

UnscoredInsufficient · 0
$8,995232,042 mi

Ridgeland, MS

2012 Cadillac SRX Premium Collection

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

2012 Cadillac SRX Premium Collection

Ridgeland, MS

UnscoredInsufficient · 4
$8,99593,747 mi

Comparison: 4 similar vehicles

Ridgeland, MS

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Ridgeland, MS

OverpricedLimited · 17
$9,500121,136 mi

Market: $4,500 – $8,558

Comparison: 17 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Ridgeland, MS

2013 Ford Econoline

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

2013 Ford Econoline

Ridgeland, MS

UnscoredInsufficient · 0
$9,999250,110 mi

Ridgeland, MS

2016 INFINITI Q50 Red Sport

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

2016 INFINITI Q50 Red Sport

Ridgeland, MS

UnscoredInsufficient · 0
$10,995166,360 mi

Ridgeland, MS

2012 Chevrolet Express Cargo Work Van

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

2012 Chevrolet Express Cargo Work Van

Ridgeland, MS

UnscoredInsufficient · 3
$10,995207,165 mi

Comparison: 3 similar vehicles

Ridgeland, MS

2017 Nissan NV200 SV

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

2017 Nissan NV200 SV

Ridgeland, MS

UnscoredInsufficient · 3
$10,999212,333 mi

Comparison: 3 similar vehicles

Ridgeland, MS

2013 Ford F-250 Super Duty Lariat

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

2013 Ford F-250 Super Duty Lariat

Ridgeland, MS

UnscoredInsufficient · 4
$10,999229,780 mi

Comparison: 4 similar vehicles

Ridgeland, MS

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Ridgeland, MS

Unscored
$10,999228,600 mi

Comparison: 35 similar vehicles

Ridgeland, MS

2016 Chevrolet Impala Limited 1FL

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

2016 Chevrolet Impala Limited 1FL

Ridgeland, MS

UnscoredInsufficient · 0
$11,900184,811 mi

Ridgeland, MS

2016 Acura MDX Technology & Entertainment Package

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

2016 Acura MDX Technology & Entertainment Package

Ridgeland, MS

UnscoredInsufficient · 0
$11,999189,574 mi

Ridgeland, MS

2019 Volkswagen Jetta R-Line

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

2019 Volkswagen Jetta R-Line

Ridgeland, MS

Unscored
$12,325111,458 mi

Comparison: 7 similar vehicles

Ridgeland, MS

2013 Chevrolet Silverado 2500HD Work Truck

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

2013 Chevrolet Silverado 2500HD Work Truck

Ridgeland, MS

UnscoredInsufficient · 3
$12,995247,254 mi

Comparison: 3 similar vehicles

Ridgeland, MS

2012 Chevrolet Express Cargo Work Van

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

2012 Chevrolet Express Cargo Work Van

Ridgeland, MS

UnscoredInsufficient · 3
$12,999166,814 mi

Comparison: 3 similar vehicles

Ridgeland, MS

2012 Chevrolet Express Cargo Work Van

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

2012 Chevrolet Express Cargo Work Van

Ridgeland, MS

UnscoredInsufficient · 3
$12,999130,100 mi

Comparison: 3 similar vehicles

Ridgeland, MS

2019 Acura TLX Technology Package

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

2019 Acura TLX Technology Package

Ridgeland, MS

Unscored
$13,423188,385 mi

Comparison: 5 similar vehicles

Ridgeland, MS

2020 Mercedes-Benz GLC GLC300

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

2020 Mercedes-Benz GLC GLC300

Ridgeland, MS

Unscored
$13,897164,910 mi

Comparison: 15 similar vehicles

Ridgeland, MS

2018 Honda Odyssey EX-L

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

2018 Honda Odyssey EX-L

Ridgeland, MS

Unscored
$13,900168,866 mi

Comparison: 8 similar vehicles

Ridgeland, MS

2020 RAM 1500 Classic Tradesman

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

2020 RAM 1500 Classic Tradesman

Ridgeland, MS

Unscored
$13,995213,425 mi

Comparison: 16 similar vehicles

Ridgeland, MS

2018 Chevrolet Express Cargo Work Van

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

2018 Chevrolet Express Cargo Work Van

Ridgeland, MS

Unscored
$13,995173,604 mi

Comparison: 12 similar vehicles

Ridgeland, MS

2017 Honda CR-V Touring

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

2017 Honda CR-V Touring

Ridgeland, MS

Unscored
$13,995149,777 mi

Comparison: 32 similar vehicles

Ridgeland, MS

2015 Chevrolet Colorado Work Truck

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

2015 Chevrolet Colorado Work Truck

Ridgeland, MS

OverpricedModerate · 28
$13,999139,374 mi

Market: $6,495 – $12,995

Comparison: 28 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Ridgeland, MS

2012 Chevrolet Silverado 2500HD Work Truck

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

2012 Chevrolet Silverado 2500HD Work Truck

Ridgeland, MS

UnscoredInsufficient · 3
$13,999225,078 mi

Comparison: 3 similar vehicles

Ridgeland, MS

2009 Ford F-350 Super Duty Chassis Cab

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

2009 Ford F-350 Super Duty Chassis Cab

Ridgeland, MS

UnscoredInsufficient · 0
$13,999111,702 mi

Ridgeland, MS

2022 Buick Envision Preferred

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

2022 Buick Envision Preferred

Ridgeland, MS

Unscored
$14,847132,653 mi

Comparison: 7 similar vehicles

Ridgeland, MS

2012 Chevrolet Express Cargo Work Van

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

2012 Chevrolet Express Cargo Work Van

Ridgeland, MS

UnscoredInsufficient · 3
$14,995100,321 mi

Comparison: 3 similar vehicles

Ridgeland, MS

2019 Ford F-150 Police Responder

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

2019 Ford F-150 Police Responder

Ridgeland, MS

UnscoredInsufficient · 0
$14,999123,576 mi

Ridgeland, MS

2011 Chevrolet Silverado 2500HD Work Truck

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

2011 Chevrolet Silverado 2500HD Work Truck

Ridgeland, MS

UnscoredInsufficient · 0
$14,999131,530 mi

Ridgeland, MS

2020 BMW X2 28i

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

2020 BMW X2 28i

Ridgeland, MS

Unscored
$15,114100,110 mi

Comparison: 5 similar vehicles

Ridgeland, MS

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Ridgeland, MS

Fair PriceRobust · 60
$15,16795,117 mi

Market: $6,995 – $20,995

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Ridgeland, MS

2012 Toyota Tundra Grade

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

2012 Toyota Tundra Grade

Ridgeland, MS

Unscored
$15,499248,866 mi

Comparison: 66 similar vehicles

Ridgeland, MS

2017 Lexus ES 350

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

2017 Lexus ES 350

Ridgeland, MS

Unscored
$15,995154,510 mi

Comparison: 46 similar vehicles

Ridgeland, MS

2017 Chevrolet Silverado 2500HD LT

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

2017 Chevrolet Silverado 2500HD LT

Ridgeland, MS

Unscored
$15,999173,720 mi

Comparison: 5 similar vehicles

Ridgeland, MS

2017 Chevrolet Colorado Work Truck

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

2017 Chevrolet Colorado Work Truck

Ridgeland, MS

OverpricedLimited · 18
$15,99992,590 mi

Market: $10,968 – $15,995

Comparison: 18 similar vehicles

Ridgeland, MS

2015 Chevrolet Silverado 2500HD Work Truck

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

2015 Chevrolet Silverado 2500HD Work Truck

Ridgeland, MS

Unscored
$15,999209,408 mi

Comparison: 34 similar vehicles

Ridgeland, MS

2006 Hummer H2 Base

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

2006 Hummer H2 Base

Ridgeland, MS

UnscoredInsufficient · 4
$15,999164,961 mi

Comparison: 4 similar vehicles

Ridgeland, MS

2016 Chevrolet Tahoe Fleet

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

2016 Chevrolet Tahoe Fleet

Ridgeland, MS

UnscoredInsufficient · 4
$16,000139,146 mi

Comparison: 4 similar vehicles

Ridgeland, MS

2021 Nissan Maxima SV

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

2021 Nissan Maxima SV

Ridgeland, MS

UnscoredInsufficient · 4
$16,77788,628 mi

Comparison: 4 similar vehicles

Ridgeland, MS

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Ridgeland, MS

Unscored
$16,98583,528 mi

Comparison: 5 similar vehicles

Ridgeland, MS

2015 Jeep Wrangler Unlimited Altitude

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

2015 Jeep Wrangler Unlimited Altitude

Ridgeland, MS

Fair PriceLimited · 11
$16,995102,908 mi

Market: $14,806 – $17,773

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 237 days listed (based on current market benchmarks)

Ridgeland, MS

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Ridgeland, MS

Unscored
$16,999150,271 mi

Comparison: 36 similar vehicles

Ridgeland, MS

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Ridgeland, MS

Unscored
$16,999184,714 mi

Comparison: 58 similar vehicles

Ridgeland, MS

2011 Chevrolet Silverado 2500HD Work Truck

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

2011 Chevrolet Silverado 2500HD Work Truck

Ridgeland, MS

UnscoredInsufficient · 0
$16,999188,787 mi

Ridgeland, MS

2011 Lexus GX Base

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

2011 Lexus GX Base

Ridgeland, MS

UnscoredInsufficient · 0
$16,999189,654 mi

Ridgeland, MS

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Ridgeland, MS

Fair PriceModerate · 26
$17,32560,181 mi

Market: $16,821 – $21,425

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Ridgeland, MS

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Ridgeland, MS

OverpricedLimited · 18
$17,50088,089 mi

Market: $13,900 – $16,999

Comparison: 18 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Ridgeland, MS

2020 Honda Civic Hatchback EX

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

2020 Honda Civic Hatchback EX

Ridgeland, MS

UnscoredInsufficient · 4
$17,725112,311 mi

Comparison: 4 similar vehicles

Ridgeland, MS

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Ridgeland, MS

Fair PriceModerate · 36
$17,99974,813 mi

Market: $9,000 – $18,200

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Ridgeland, 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 recently 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.
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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