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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 6, 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

1,062 listings found

1996 Chevrolet S-10

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

1996 Chevrolet S-10

Columbus, MS

UnscoredInsufficient · 0
$4,200304,720 mi

Columbus, MS

2013 Ford Escape SE

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

2013 Ford Escape SE

Columbus, MS

Unscored
$5,995229,532 mi

Comparison: 20 similar vehicles

Columbus, MS

2006 Chrysler Pacifica Touring

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

2006 Chrysler Pacifica Touring

Columbus, MS

UnscoredInsufficient · 0
$5,995Mileage not verified

Columbus, MS

2003 Buick LeSabre Custom

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

2003 Buick LeSabre Custom

Columbus, MS

UnscoredInsufficient · 0
$6,90097,226 mi

Columbus, MS

2003 Honda Accord EX

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

2003 Honda Accord EX

Columbus, MS

Unscored
$6,995153,523 mi

Comparison: 7 similar vehicles

Columbus, MS

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Columbus, MS

Unscored
$7,795210,926 mi

Comparison: 14 similar vehicles

Columbus, MS

2016 Chevrolet Sonic LT

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

2016 Chevrolet Sonic LT

Columbus, MS

Unscored
$8,450106,447 mi

Comparison: 7 similar vehicles

Columbus, MS

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Columbus, MS

Unscored
$8,875140,154 mi

Comparison: 20 similar vehicles

Columbus, MS

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Columbus, MS

Unscored
$8,995189,057 mi

Comparison: 49 similar vehicles

Columbus, MS

2012 Chrysler 300 Limited

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

2012 Chrysler 300 Limited

Columbus, MS

Unscored
$9,950180,000 mi

Comparison: 6 similar vehicles

Columbus, MS

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Columbus, MS

Unscored
$9,990202,996 mi

Comparison: 8 similar vehicles

Columbus, MS

2014 Ford Escape SE

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

2014 Ford Escape SE

Columbus, MS

Unscored
$9,995160,477 mi

Comparison: 52 similar vehicles

Columbus, MS

2012 Jeep Compass Sport

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

2012 Jeep Compass Sport

Columbus, MS

UnscoredInsufficient · 3
$9,995148,628 mi

Comparison: 3 similar vehicles

Columbus, MS

2016 Chevrolet Malibu 1LS

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

2016 Chevrolet Malibu 1LS

Columbus, MS

Unscored
$10,415121,152 mi

Comparison: 16 similar vehicles

Columbus, MS

2018 Mitsubishi Mirage ES

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

2018 Mitsubishi Mirage ES

Columbus, MS

UnscoredInsufficient · 0
$10,42483,718 mi

Columbus, MS

2021 Kia Sportage LX

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

2021 Kia Sportage LX

Columbus, MS

Unscored
$10,625135,942 mi

Comparison: 24 similar vehicles

Columbus, MS

2020 Hyundai Accent SE

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

2020 Hyundai Accent SE

Columbus, MS

Fair PriceLimited · 13
$10,995106,288 mi

Market: $8,890 – $12,600

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Columbus, MS

2017 Hyundai Santa Fe Limited

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

2017 Hyundai Santa Fe Limited

Columbus, MS

Unscored
$11,825124,479 mi

Comparison: 9 similar vehicles

Columbus, MS

2017 Hyundai Sonata Sport

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

2017 Hyundai Sonata Sport

Columbus, MS

Fair PriceModerate · 29
$12,400118,496 mi

Market: $8,995 – $13,851

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Columbus, MS

2011 Jeep Wrangler Unlimited Sport

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

2011 Jeep Wrangler Unlimited Sport

Columbus, MS

Unscored
$12,424176,692 mi

Comparison: 9 similar vehicles

Columbus, MS

2021 Ford Escape SE

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

2021 Ford Escape SE

Columbus, MS

Unscored
$12,650148,324 mi

Comparison: 19 similar vehicles

Columbus, MS

2013 Cadillac XTS Platinum Collection

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

2013 Cadillac XTS Platinum Collection

Columbus, MS

UnscoredInsufficient · 0
$12,650129,314 mi

Columbus, MS

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Columbus, MS

Fair PriceRobust · 59
$12,690103,481 mi

Market: $5,425 – $27,900

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Columbus, MS

2019 Chrysler 300 Limited

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

2019 Chrysler 300 Limited

Columbus, MS

Unscored
$12,900194,182 mi

Comparison: 5 similar vehicles

Columbus, MS

2013 Kia Optima SX

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

2013 Kia Optima SX

Columbus, MS

Unscored
$12,900149,219 mi

Comparison: 6 similar vehicles

Columbus, MS

2019 Chrysler Pacifica Limited

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

2019 Chrysler Pacifica Limited

Columbus, MS

Unscored
$13,860132,223 mi

Comparison: 28 similar vehicles

Columbus, MS

2014 Nissan Titan S

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

2014 Nissan Titan S

Columbus, MS

UnscoredInsufficient · 0
$13,995147,698 mi

Columbus, MS

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Columbus, MS

Unscored
$14,213157,704 mi

Comparison: 22 similar vehicles

Columbus, MS

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Columbus, MS

Unscored
$14,23599,444 mi

Comparison: 20 similar vehicles

Columbus, MS

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Columbus, MS

UnscoredInsufficient · 3
$14,299128,005 mi

Comparison: 3 similar vehicles

Columbus, MS

2023 Nissan Kicks SV

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

2023 Nissan Kicks SV

Columbus, MS

Fair PriceLimited · 11
$14,34994,000 mi

Market: $11,991 – $23,885

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Columbus, MS

2007 GMC Sierra 1500 SLT

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

2007 GMC Sierra 1500 SLT

Columbus, MS

UnscoredInsufficient · 0
$14,415178,507 mi

Columbus, MS

2020 Jeep Cherokee Latitude Plus

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

2020 Jeep Cherokee Latitude Plus

Columbus, MS

Unscored
$14,424125,624 mi

Comparison: 32 similar vehicles

Columbus, MS

2015 Honda Accord EX-L

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

2015 Honda Accord EX-L

Columbus, MS

Unscored
$14,500176,891 mi

Comparison: 20 similar vehicles

Columbus, MS

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Columbus, MS

Fair PriceModerate · 28
$14,83491,300 mi

Market: $6,900 – $15,299

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Columbus, MS

2014 Honda Accord EX-L

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

2014 Honda Accord EX-L

Columbus, MS

Unscored
$14,920176,058 mi

Comparison: 5 similar vehicles

Columbus, MS

2019 Ford Explorer Limited

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

2019 Ford Explorer Limited

Columbus, MS

Unscored
$15,356157,998 mi

Comparison: 46 similar vehicles

Columbus, MS

2017 Honda Accord EX-L V-6

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

2017 Honda Accord EX-L V-6

Columbus, MS

UnscoredInsufficient · 4
$15,500192,466 mi

Comparison: 4 similar vehicles

Columbus, MS

2020 Toyota Camry SE

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

2020 Toyota Camry SE

Columbus, MS

UnscoredInsufficient · 4
$15,900192,925 mi

Comparison: 4 similar vehicles

Columbus, MS

2019 Nissan Maxima Platinum

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

2019 Nissan Maxima Platinum

Columbus, MS

UnscoredInsufficient · 3
$15,900154,415 mi

Comparison: 3 similar vehicles

Columbus, MS

2017 Honda Accord EX-L

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

2017 Honda Accord EX-L

Columbus, MS

Unscored
$15,900157,172 mi

Comparison: 10 similar vehicles

Columbus, MS

2022 Hyundai Tucson SEL Convenience

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

2022 Hyundai Tucson SEL Convenience

Columbus, MS

Unscored
$16,025120,786 mi

Comparison: 21 similar vehicles

Columbus, MS

2014 Hyundai Equus Ultimate

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

2014 Hyundai Equus Ultimate

Columbus, MS

UnscoredInsufficient · 0
$16,22560,394 mi

Columbus, MS

2019 GMC Acadia SLE-2

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

2019 GMC Acadia SLE-2

Columbus, MS

Fair PriceLimited · 19
$16,380112,741 mi

Market: $8,888 – $18,291

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Columbus, MS

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Columbus, MS

Fair PriceRobust · 101
$16,50064,211 mi

Market: $6,795 – $19,084

Comparison: 101 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Columbus, MS

2020 GMC Terrain SLT

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

2020 GMC Terrain SLT

Columbus, MS

UnscoredInsufficient · 4
$16,725110,930 mi

Comparison: 4 similar vehicles

Columbus, MS

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Columbus, MS

Fair PriceModerate · 44
$16,83094,678 mi

Market: $11,200 – $21,011

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Columbus, MS

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Columbus, MS

Unscored
$16,860127,587 mi

Comparison: 50 similar vehicles

Columbus, MS

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Columbus, MS

UnscoredInsufficient · 3
$16,870121,362 mi

Comparison: 3 similar vehicles

Columbus, MS

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Columbus, MS

Fair PriceModerate · 44
$16,89986,575 mi

Market: $15,995 – $21,924

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Columbus, 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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