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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 28, 2026

6M+

Unique vehicles analyzed

as of October 28, 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

7,352 listings found

1999 Ford Econoline Van COMMERCIAL

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

1999 Ford Econoline Van COMMERCIAL

Houston, TX

UnscoredInsufficient · 0
$2,295Mileage not verified

Houston, TX

1997 Ford Econoline Van Base

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

1997 Ford Econoline Van Base

Spring, TX

UnscoredInsufficient · 0
$2,500200,000 mi

Spring, TX

2011 Ford Transit Connect XLT

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

2011 Ford Transit Connect XLT

Houston, TX

UnscoredInsufficient · 0
$2,950205,981 mi

Houston, TX

2015 Ford Transit Connect XL

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

2015 Ford Transit Connect XL

Dallas, TX

UnscoredInsufficient · 4
$2,988202,827 mi

Comparison: 4 similar vehicles

Dallas, TX

2008 Chevrolet Uplander Cargo

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

2008 Chevrolet Uplander Cargo

Houston, TX

UnscoredInsufficient · 0
$2,999176,557 mi

Houston, TX

1997 Chevrolet Express Base

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

1997 Chevrolet Express Base

Houston, TX

UnscoredInsufficient · 0
$3,500227,561 mi

Houston, TX

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

Garland, TX

Unscored
$3,995252,898 mi

Comparison: 5 similar vehicles

Garland, TX

2008 Chevrolet Uplander Cargo

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

2008 Chevrolet Uplander Cargo

Haltom City, TX

UnscoredInsufficient · 0
$3,995347,767 mi

Haltom City, TX

2003 GMC Savana SL

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

2003 GMC Savana SL

Houston, TX

UnscoredInsufficient · 0
$4,220255,834 mi

Houston, TX

2001 Chevrolet Express Cargo Base

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

2001 Chevrolet Express Cargo Base

Houston, TX

UnscoredInsufficient · 0
$4,450247,000 mi

Houston, TX

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

Houston, TX

Unscored
$4,650231,130 mi

Comparison: 23 similar vehicles

Houston, TX

2003 Ford Econoline Van Commercial

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

2003 Ford Econoline Van Commercial

Greenville, TX

Unscored
$4,70084,384 mi

Comparison: 8 similar vehicles

Greenville, TX

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

Houston, TX

UnscoredInsufficient · 0
$4,799158,904 mi

Houston, TX

2005 Ford Econoline Van Commercial

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

2005 Ford Econoline Van Commercial

Houston, TX

Unscored
$4,799268,194 mi

Comparison: 6 similar vehicles

Houston, TX

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

San Antonio, TX

Unscored
$4,900203,840 mi

Comparison: 6 similar vehicles

San Antonio, TX

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

Houston, TX

Unscored
$4,950162,526 mi

Comparison: 5 similar vehicles

Houston, TX

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

San Antonio, TX

Unscored
$4,995202,760 mi

Comparison: 6 similar vehicles

San Antonio, TX

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

Jacksonville, TX

Unscored
$4,995227,952 mi

Comparison: 35 similar vehicles

Jacksonville, TX

2009 Ford E-Series Econoline Van Commercial

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

2009 Ford E-Series Econoline Van Commercial

Seagoville, TX

Unscored
$4,995282,971 mi

Comparison: 5 similar vehicles

Seagoville, TX

2008 GMC Savana Cargo Base

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

2008 GMC Savana Cargo Base

San Antonio, TX

UnscoredInsufficient · 0
$4,995200,125 mi

San Antonio, TX

2002 Chevrolet Astro Cargo Base

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

2002 Chevrolet Astro Cargo Base

Houston, TX

UnscoredInsufficient · 0
$4,999189,240 mi

Houston, TX

2009 Chevrolet HHR LS

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

2009 Chevrolet HHR LS

El Paso, TX

UnscoredInsufficient · 0
$5,000194,115 mi

El Paso, TX

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

Dallas, TX

Unscored
$5,250210,881 mi

Comparison: 5 similar vehicles

Dallas, TX

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

Seagoville, TX

Unscored
$5,300188,060 mi

Comparison: 11 similar vehicles

Seagoville, TX

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

Dallas, TX

Unscored
$5,450295,109 mi

Comparison: 8 similar vehicles

Dallas, TX

2005 Chevrolet Express Cargo Work

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

2005 Chevrolet Express Cargo Work

Houston, TX

UnscoredInsufficient · 0
$5,450210,000 mi

Houston, TX

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

Houston, TX

UnscoredInsufficient · 4
$5,495189,405 mi

Comparison: 4 similar vehicles

Houston, TX

2009 Ford E-Series Econoline Van Commercial

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

2009 Ford E-Series Econoline Van Commercial

Houston, TX

Unscored
$5,495150,676 mi

Comparison: 6 similar vehicles

Houston, TX

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

Dallas, TX

UnscoredInsufficient · 3
$5,500235,179 mi

Comparison: 3 similar vehicles

Dallas, TX

2007 Ford Econoline Wagon XL

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

2007 Ford Econoline Wagon XL

Lewisville, TX

UnscoredInsufficient · 0
$5,600238,549 mi

Lewisville, TX

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

San Antonio, TX

Unscored
$5,900181,497 mi

Comparison: 6 similar vehicles

San Antonio, TX

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

Houston, TX

Unscored
$5,900219,034 mi

Comparison: 11 similar vehicles

Houston, TX

2008 Ford E-Series Econoline Van Commercial

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

2008 Ford E-Series Econoline Van Commercial

Houston, TX

UnscoredInsufficient · 4
$5,900248,817 mi

Comparison: 4 similar vehicles

Houston, TX

2008 Dodge Sprinter Van Base

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

2008 Dodge Sprinter Van Base

Houston, TX

UnscoredInsufficient · 0
$5,900376,617 mi

Houston, TX

2020 Ford Transit Van Base

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

2020 Ford Transit Van Base

Houston, TX

Unscored
$5,950202,572 mi

Comparison: 31 similar vehicles

Houston, TX

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

San Antonio, TX

Unscored
$5,995163,360 mi

Comparison: 15 similar vehicles

San Antonio, TX

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

San Antonio, TX

UnscoredInsufficient · 0
$5,995126,311 mi

San Antonio, TX

2014 Ford Transit Connect XL

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

2014 Ford Transit Connect XL

Dallas, TX

Unscored
$5,998254,288 mi

Comparison: 5 similar vehicles

Dallas, TX

2019 Nissan NV200 SV

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

2019 Nissan NV200 SV

Katy, TX

UnscoredInsufficient · 4
$5,999208,862 mi

Comparison: 4 similar vehicles

Katy, TX

2013 Ford Transit Connect XLT

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

2013 Ford Transit Connect XLT

Fort Worth, TX

UnscoredInsufficient · 0
$5,999146,530 mi

Fort Worth, TX

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

Belton, TX

Unscored
$5,999169,971 mi

Comparison: 27 similar vehicles

Belton, TX

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

Corpus Christi, TX

UnscoredInsufficient · 0
$5,999295,608 mi

Corpus Christi, TX

2013 Ford E-Series Econoline Van Commercial

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

2013 Ford E-Series Econoline Van Commercial

San Antonio, TX

Unscored
$6,300123,965 mi

Comparison: 10 similar vehicles

San Antonio, TX

2019 Ford Transit Connect XL

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

2019 Ford Transit Connect XL

Lancaster, TX

UnscoredInsufficient · 4
$6,450193,503 mi

Comparison: 4 similar vehicles

Lancaster, TX

2003 Ford Econoline Van Commercial

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

2003 Ford Econoline Van Commercial

Dallas, TX

Unscored
$6,490182,207 mi

Comparison: 7 similar vehicles

Dallas, TX

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

Kennedale, TX

Unscored
$6,495309,031 mi

Comparison: 7 similar vehicles

Kennedale, TX

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

Houston, TX

Unscored
$6,495186,506 mi

Comparison: 16 similar vehicles

Houston, TX

2018 Ford Transit Connect XL

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

2018 Ford Transit Connect XL

Arlington, TX

Unscored
$6,500189,528 mi

Comparison: 6 similar vehicles

Arlington, TX

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

Dallas, TX

Unscored
$6,500207,643 mi

Comparison: 8 similar vehicles

Dallas, TX

2016 Chevrolet Express Passenger LS

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

2016 Chevrolet Express Passenger LS

Dallas, TX

Unscored
$6,500211,935 mi

Comparison: 9 similar vehicles

Dallas, TX

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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