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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 12, 2026

7.3M+

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

580 listings found

2005 Toyota Corolla CE

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

2005 Toyota Corolla CE

Columbus, NE

UnscoredInsufficient · 0
$2,160277,357 mi

Columbus, NE

2004 Chrysler Concorde LXI

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

2004 Chrysler Concorde LXI

Columbus, NE

UnscoredInsufficient · 0
$2,990147,210 mi

Columbus, NE

2017 Ford Escape S

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

2017 Ford Escape S

Columbus, NE

UnscoredInsufficient · 0
$3,999135,000 mi

Columbus, NE

2009 Ford Flex SEL

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

2009 Ford Flex SEL

Columbus, NE

UnscoredInsufficient · 3
$3,999280,701 mi

Comparison: 3 similar vehicles

Columbus, NE

2005 Chevrolet Silverado 1500 Z71

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

2005 Chevrolet Silverado 1500 Z71

Columbus, NE

Unscored
$4,000184,174 mi

Comparison: 8 similar vehicles

Columbus, NE

2015 Nissan Rogue S

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

2015 Nissan Rogue S

Columbus, NE

Unscored
$4,035134,012 mi

Comparison: 8 similar vehicles

Columbus, NE

2014 Ford Focus SE

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

2014 Ford Focus SE

Columbus, NE

Salvage title
$4,53491,457 mi

Columbus, NE

2012 Chevrolet Tahoe LTZ

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

2012 Chevrolet Tahoe LTZ

Columbus, NE

UnscoredInsufficient · 0
$4,995278,044 mi

Columbus, NE

2006 Mercedes-Benz S-Class S500

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

2006 Mercedes-Benz S-Class S500

Columbus, NE

Salvage title
$5,990117,254 mi

Columbus, NE

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Columbus, NE

Unscored
$5,993172,976 mi

Comparison: 8 similar vehicles

Columbus, NE

1994 Jeep Wrangler / YJ

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

1994 Jeep Wrangler / YJ

Columbus, NE

UnscoredInsufficient · 0
$6,000136,593 mi

Columbus, NE

2012 Lincoln MKX Base

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

2012 Lincoln MKX Base

Columbus, NE

UnscoredInsufficient · 3
$6,500207,641 mi

Comparison: 3 similar vehicles

Columbus, NE

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Columbus, NE

Unscored
$6,542126,102 mi

Comparison: 11 similar vehicles

Columbus, NE

2011 Dodge Avenger Express

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

2011 Dodge Avenger Express

Columbus, NE

UnscoredInsufficient · 0
$6,800134,224 mi

Columbus, NE

2010 RAM 1500 Pickup Laramie

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

2010 RAM 1500 Pickup Laramie

Columbus, NE

UnscoredInsufficient · 0
$6,849199,456 mi

Columbus, NE

2012 Kia Soul +

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

2012 Kia Soul +

Columbus, NE

Salvage title
$6,99992,552 mi

Columbus, NE

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Columbus, NE

Unscored
$7,194170,028 mi

Comparison: 22 similar vehicles

Columbus, NE

2007 Ford Focus ZX4 S

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

2007 Ford Focus ZX4 S

Columbus, NE

UnscoredInsufficient · 0
$7,194103,410 mi

Columbus, NE

2009 GMC Sierra 2500HD SLE

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

2009 GMC Sierra 2500HD SLE

Columbus, NE

Unscored
$7,495202,494 mi

Comparison: 5 similar vehicles

Columbus, NE

1999 Ford Mustang Base

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

1999 Ford Mustang Base

Columbus, NE

UnscoredInsufficient · 0
$7,500167,146 mi

Columbus, NE

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Columbus, NE

Unscored
$7,800197,124 mi

Comparison: 24 similar vehicles

Columbus, NE

2015 Chevrolet Equinox LTZ

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

2015 Chevrolet Equinox LTZ

Columbus, NE

Unscored
$7,990155,203 mi

Comparison: 9 similar vehicles

Columbus, NE

2005 Chrysler Sebring GTC

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

2005 Chrysler Sebring GTC

Columbus, NE

UnscoredInsufficient · 0
$7,99273,046 mi

Columbus, NE

2012 GMC Terrain SLE-2

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

2012 GMC Terrain SLE-2

Columbus, NE

UnscoredInsufficient · 3
$8,000155,156 mi

Comparison: 3 similar vehicles

Columbus, NE

2003 GMC Sierra 2500HD SLE

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

2003 GMC Sierra 2500HD SLE

Columbus, NE

Salvage title
$8,149325,859 mi

Columbus, NE

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Columbus, NE

Unscored
$8,995180,444 mi

Comparison: 83 similar vehicles

Columbus, NE

2016 Dodge Durango SXT Plus

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

2016 Dodge Durango SXT Plus

Columbus, NE

UnscoredInsufficient · 3
$10,194145,232 mi

Comparison: 3 similar vehicles

Columbus, NE

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Columbus, NE

Unscored
$10,268130,895 mi

Comparison: 16 similar vehicles

Columbus, NE

2021 Nissan Versa Sedan SV

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

2021 Nissan Versa Sedan SV

Columbus, NE

Unscored
$10,79996,882 mi

Comparison: 5 similar vehicles

Columbus, NE

2015 Buick Enclave Premium

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

2015 Buick Enclave Premium

Columbus, NE

Unscored
$10,915124,828 mi

Comparison: 12 similar vehicles

Columbus, NE

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Columbus, NE

Unscored
$10,992134,943 mi

Comparison: 11 similar vehicles

Columbus, NE

2018 Toyota Sienna XLE

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

2018 Toyota Sienna XLE

Columbus, NE

Unscored
$10,995184,993 mi

Comparison: 7 similar vehicles

Columbus, NE

2014 Jeep Cherokee Limited

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

2014 Jeep Cherokee Limited

Columbus, NE

Fair PriceLimited · 10
$11,19490,552 mi

Market: $8,995 – $18,000

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Columbus, NE

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Columbus, NE

Unscored
$11,292174,684 mi

Comparison: 24 similar vehicles

Columbus, NE

1997 Chevrolet C3500 CHEYENNE

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

1997 Chevrolet C3500 CHEYENNE

Columbus, NE

UnscoredInsufficient · 0
$11,492212,175 mi

Columbus, NE

2002 Jeep Wrangler SPORT

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

2002 Jeep Wrangler SPORT

Columbus, NE

Unscored
$11,500115,637 mi

Comparison: 5 similar vehicles

Columbus, NE

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Columbus, NE

Fair PriceModerate · 28
$12,990116,889 mi

Market: $6,500 – $19,999

Comparison: 28 similar vehicles

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

Columbus, NE

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Columbus, NE

Unscored
$13,19477,085 mi

Comparison: 9 similar vehicles

Columbus, NE

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Columbus, NE

Unscored
$13,194157,618 mi

Comparison: 26 similar vehicles

Columbus, NE

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Columbus, NE

Unscored
$13,725159,461 mi

Comparison: 6 similar vehicles

Columbus, NE

2012 GMC Sierra 1500 SLT

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

2012 GMC Sierra 1500 SLT

Columbus, NE

Unscored
$13,898131,148 mi

Comparison: 7 similar vehicles

Columbus, NE

2021 Hyundai Accent SEL

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

2021 Hyundai Accent SEL

Columbus, NE

UnscoredInsufficient · 0
$13,99074,206 mi

Columbus, NE

2014 Toyota Corolla S Plus

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

2014 Toyota Corolla S Plus

Columbus, NE

UnscoredInsufficient · 0
$14,471102,014 mi

Columbus, NE

2012 RAM 1500 Pickup Laramie

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

2012 RAM 1500 Pickup Laramie

Columbus, NE

Unscored
$14,494170,003 mi

Comparison: 6 similar vehicles

Columbus, NE

2016 Dodge Charger R/T

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

2016 Dodge Charger R/T

Columbus, NE

Salvage title
$14,628113,500 mi

Columbus, NE

2021 Buick Encore Preferred

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

2021 Buick Encore Preferred

Columbus, NE

Unscored
$14,64995,593 mi

Comparison: 6 similar vehicles

Columbus, NE

2015 RAM 1500 Pickup Big Horn/Lone Star

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

2015 RAM 1500 Pickup Big Horn/Lone Star

Columbus, NE

Unscored
$14,791144,719 mi

Comparison: 36 similar vehicles

Columbus, NE

2017 Chevrolet Suburban LT

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

2017 Chevrolet Suburban LT

Columbus, NE

Unscored
$14,990170,988 mi

Comparison: 17 similar vehicles

Columbus, NE

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Columbus, NE

Unscored
$14,990142,247 mi

Comparison: 11 similar vehicles

Columbus, NE

2012 Chevrolet Silverado 1500 LS

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

2012 Chevrolet Silverado 1500 LS

Columbus, NE

UnscoredInsufficient · 0
$14,991104,323 mi

Columbus, NE

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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