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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

1,576 listings found

2010 Chevrolet Express Cargo Work Van

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

2010 Chevrolet Express Cargo Work Van

Knoxville, TN

UnscoredInsufficient · 3
$2,990321,998 mi

Comparison: 3 similar vehicles

Knoxville, TN

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Greenbrier, TN

UnscoredInsufficient · 3
$2,995124,251 mi

Comparison: 3 similar vehicles

Greenbrier, TN

2009 Chevrolet Express Cargo Work Van

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

2009 Chevrolet Express Cargo Work Van

Clarksville, TN

UnscoredInsufficient · 0
$3,200190,000 mi

Clarksville, TN

2012 Ford Transit Connect XLT

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

2012 Ford Transit Connect XLT

Nashville, TN

UnscoredInsufficient · 0
$4,750212,437 mi

Nashville, TN

2013 Chevrolet Express Cargo Work Van

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

2013 Chevrolet Express Cargo Work Van

Lexington, TN

UnscoredLimited · 12
$4,995134,406 mi

Comparison: 12 similar vehicles

Lexington, TN

2012 Mercedes-Benz Sprinter Van Base

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

2012 Mercedes-Benz Sprinter Van Base

Shelbyville, TN

UnscoredLimited · 9
$4,999482,252 mi

Comparison: 9 similar vehicles

Shelbyville, TN

1997 Ford Club Wagon XLT

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

1997 Ford Club Wagon XLT

Memphis, TN

UnscoredInsufficient · 0
$5,679166,800 mi

Memphis, TN

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Greenbrier, TN

UnscoredInsufficient · 4
$5,995232,333 mi

Comparison: 4 similar vehicles

Greenbrier, TN

2018 RAM Promaster City Tradesman

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

2018 RAM Promaster City Tradesman

Gray, TN

UnscoredModerate · 46
$6,250193,531 mi

Comparison: 46 similar vehicles

Gray, TN

2013 RAM Cargo Van Base

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

2013 RAM Cargo Van Base

Chattanooga, TN

UnscoredInsufficient · 0
$6,390234,158 mi

Chattanooga, TN

2015 Nissan NV Cargo SV

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

2015 Nissan NV Cargo SV

Murfreesboro, TN

UnscoredLimited · 12
$6,495293,301 mi

Comparison: 12 similar vehicles

Murfreesboro, TN

2019 Chevrolet Express Cargo Work Van

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

2019 Chevrolet Express Cargo Work Van

La Vergne, TN

UnscoredLimited · 11
$6,500171,000 mi

Comparison: 11 similar vehicles

La Vergne, TN

2021 RAM Promaster City Tradesman

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

2021 RAM Promaster City Tradesman

Nashville, TN

UnscoredInsufficient · 3
$6,900199,061 mi

Comparison: 3 similar vehicles

Nashville, TN

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

Mt. Juliet, TN

UnscoredInsufficient · 3
$6,900177,364 mi

Comparison: 3 similar vehicles

Mt. Juliet, TN

2015 Chevrolet Express Cargo Work Van

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

2015 Chevrolet Express Cargo Work Van

Clarksville, TN

UnscoredLimited · 15
$6,900230,801 mi

Comparison: 15 similar vehicles

Clarksville, TN

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Gallatin, TN

UnscoredLimited · 15
$6,995255,865 mi

Comparison: 15 similar vehicles

Gallatin, TN

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Adamsville, TN

UnscoredLimited · 12
$6,995255,342 mi

Comparison: 12 similar vehicles

Adamsville, TN

2011 Chevrolet Express Cargo Work Van

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

2011 Chevrolet Express Cargo Work Van

Greenbrier, TN

UnscoredInsufficient · 0
$6,995261,387 mi

Greenbrier, TN

2001 Ford Econoline Van Commercial

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

2001 Ford Econoline Van Commercial

Sevierville, TN

UnscoredInsufficient · 0
$7,44182,568 mi

Sevierville, TN

2016 Chevrolet Express Cargo Work Van

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

2016 Chevrolet Express Cargo Work Van

Memphis, TN

UnscoredInsufficient · 4
$7,448192,360 mi

Comparison: 4 similar vehicles

Memphis, TN

2014 Ford E-Series Econoline Van Commercial

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

2014 Ford E-Series Econoline Van Commercial

Nashville, TN

UnscoredLimited · 15
$7,800210,850 mi

Comparison: 15 similar vehicles

Nashville, TN

2019 Chevrolet Express Cargo Work Van

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

2019 Chevrolet Express Cargo Work Van

La Vergne, TN

UnscoredLimited · 11
$7,900175,000 mi

Comparison: 11 similar vehicles

La Vergne, TN

2015 Chevrolet Express Cutaway Base

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

2015 Chevrolet Express Cutaway Base

Clarksville, TN

UnscoredLimited · 8
$7,900367,780 mi

Comparison: 8 similar vehicles

Clarksville, TN

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

Clarksville, TN

UnscoredLimited · 8
$7,900230,383 mi

Comparison: 8 similar vehicles

Clarksville, TN

2017 RAM Promaster City Tradesman

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

2017 RAM Promaster City Tradesman

Milan, TN

UnscoredInsufficient · 3
$7,950175,452 mi

Comparison: 3 similar vehicles

Milan, TN

2019 RAM Promaster City Tradesman

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

2019 RAM Promaster City Tradesman

Knoxville, TN

UnscoredModerate · 27
$7,980174,547 mi

Comparison: 27 similar vehicles

Knoxville, TN

2014 GMC Savana Cargo Work Van

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

2014 GMC Savana Cargo Work Van

Memphis, TN

UnscoredInsufficient · 0
$7,990228,661 mi

Memphis, TN

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Chattanooga, TN

UnscoredLimited · 14
$7,995185,435 mi

Comparison: 14 similar vehicles

Chattanooga, TN

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

Nashville, TN

UnscoredLimited · 8
$7,995197,036 mi

Comparison: 8 similar vehicles

Nashville, TN

2009 Chevrolet Express Cargo Work Van

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

2009 Chevrolet Express Cargo Work Van

Cleveland, TN

UnscoredInsufficient · 4
$7,995293,728 mi

Comparison: 4 similar vehicles

Cleveland, TN

2007 Ford Econoline Wagon XLT

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

2007 Ford Econoline Wagon XLT

Smyrna, TN

UnscoredInsufficient · 0
$7,995195,515 mi

Smyrna, TN

2020 Chevrolet Express Cargo Work Van

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

2020 Chevrolet Express Cargo Work Van

Knoxville, TN

UnscoredRobust · 134
$7,999338,654 mi

Comparison: 134 similar vehicles

Knoxville, TN

2019 Ford Transit Connect XLT

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

2019 Ford Transit Connect XLT

Knoxville, TN

UnscoredLimited · 19
$7,999207,226 mi

Comparison: 19 similar vehicles

Knoxville, TN

2016 Chevrolet Express Cargo Work Van

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

2016 Chevrolet Express Cargo Work Van

Bristol, TN

UnscoredModerate · 30
$7,999186,182 mi

Comparison: 30 similar vehicles

Bristol, TN

2015 Chevrolet City Express 1LS

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

2015 Chevrolet City Express 1LS

Nashville, TN

UnscoredInsufficient · 0
$7,999130,300 mi

Nashville, TN

2016 Mercedes-Benz Sprinter WORKER

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

2016 Mercedes-Benz Sprinter WORKER

Memphis, TN

UnscoredInsufficient · 0
$8,146325,560 mi

Memphis, TN

2017 Chevrolet Express Cargo Work Van

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

2017 Chevrolet Express Cargo Work Van

La Vergne, TN

UnscoredLimited · 8
$8,300201,336 mi

Comparison: 8 similar vehicles

La Vergne, TN

No Photo

2015 Chevrolet City Express 1LT

Jonesborough, TN

UnscoredLimited · 5
$8,400141,225 mi

Comparison: 5 similar vehicles

Jonesborough, TN

2021 Ford Transit Connect XL

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

2021 Ford Transit Connect XL

Nashville, TN

UnscoredLimited · 14
$8,499239,885 mi

Comparison: 14 similar vehicles

Nashville, TN

2017 Chevrolet Express Cargo Work Van

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

2017 Chevrolet Express Cargo Work Van

Memphis, TN

UnscoredLimited · 13
$8,500234,000 mi

Comparison: 13 similar vehicles

Memphis, TN

2017 Ford Transit Van Base

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

2017 Ford Transit Van Base

Gallatin, TN

UnscoredModerate · 41
$8,874239,463 mi

Comparison: 41 similar vehicles

Gallatin, TN

2017 Nissan NV200 SV

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

2017 Nissan NV200 SV

Nashville, TN

UnscoredLimited · 6
$8,885164,151 mi

Comparison: 6 similar vehicles

Nashville, TN

2016 RAM Promaster City Tradesman

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

2016 RAM Promaster City Tradesman

Nashville, TN

UnscoredInsufficient · 3
$8,885116,240 mi

Comparison: 3 similar vehicles

Nashville, TN

2018 GMC Savana Cargo Work Van

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

2018 GMC Savana Cargo Work Van

Mt. Juliet, TN

UnscoredLimited · 5
$8,900201,883 mi

Comparison: 5 similar vehicles

Mt. Juliet, TN

2018 RAM Promaster City SLT

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

2018 RAM Promaster City SLT

Memphis, TN

UnscoredInsufficient · 0
$8,900149,767 mi

Memphis, TN

2016 Ford Transit Connect XL

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

2016 Ford Transit Connect XL

Chattanooga, TN

UnscoredModerate · 21
$8,900145,508 mi

Comparison: 21 similar vehicles

Chattanooga, TN

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Mt. Juliet, TN

UnscoredInsufficient · 4
$8,900151,575 mi

Comparison: 4 similar vehicles

Mt. Juliet, TN

2010 Ford E-Series Econoline Van Commercial

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

2010 Ford E-Series Econoline Van Commercial

Chattanooga, TN

Fair PriceLimited · 10
$8,974110,856 mi

Market: $6,995 – $18,990

Comparison: 10 similar vehicles

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

Chattanooga, TN

2017 Ford Transit Connect XL

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

2017 Ford Transit Connect XL

Jackson, TN

UnscoredInsufficient · 0
$8,990170,655 mi

Jackson, TN

2015 Chevrolet City Express 1LS

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

2015 Chevrolet City Express 1LS

Jackson, TN

UnscoredInsufficient · 0
$8,99566,811 mi

Jackson, TN

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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