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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,199 listings found

2004 Chevrolet Express Base

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

2004 Chevrolet Express Base

Bessemer, AL

UnscoredInsufficient · 3
$3,000347,084 mi

Comparison: 3 similar vehicles

Bessemer, AL

2001 Dodge Ram Van Base

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

2001 Dodge Ram Van Base

Phenix City, AL

UnscoredInsufficient · 0
$3,100183,885 mi

Phenix City, AL

2010 Chevrolet Express LS

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

2010 Chevrolet Express LS

Calera, AL

UnscoredInsufficient · 0
$3,800367,285 mi

Calera, AL

2011 Ford E-Series Econoline Van Commercial

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

2011 Ford E-Series Econoline Van Commercial

Trussville, AL

UnscoredInsufficient · 0
$4,495332,840 mi

Trussville, AL

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

Phenix City, AL

Unscored
$5,000426,000 mi

Comparison: 8 similar vehicles

Phenix City, AL

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

Florence, AL

Unscored
$5,900298,019 mi

Comparison: 12 similar vehicles

Florence, AL

2001 GMC Savana Cargo Base

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

2001 GMC Savana Cargo Base

Montgomery, AL

UnscoredInsufficient · 0
$5,900194,324 mi

Montgomery, AL

2011 Chevrolet HHR LS

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

2011 Chevrolet HHR LS

Alabaster, AL

UnscoredInsufficient · 0
$5,980Mileage not verified

Alabaster, AL

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

Pelham, AL

UnscoredInsufficient · 0
$5,990263,312 mi

Pelham, AL

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

Pelham, AL

UnscoredInsufficient · 0
$5,990242,334 mi

Pelham, AL

2014 Chevrolet Express Cutaway Base

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

2014 Chevrolet Express Cutaway Base

Pelham, AL

Unscored
$6,000246,767 mi

Comparison: 5 similar vehicles

Pelham, AL

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

Phenix City, AL

Unscored
$6,400147,250 mi

Comparison: 26 similar vehicles

Phenix City, AL

2015 GMC Savana Cargo Work Van

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

2015 GMC Savana Cargo Work Van

Phenix City, AL

Unscored
$6,700406,888 mi

Comparison: 6 similar vehicles

Phenix City, AL

2015 Ford Transit Base

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

2015 Ford Transit Base

Phenix City, AL

Unscored
$6,800436,387 mi

Comparison: 22 similar vehicles

Phenix City, AL

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

Birmingham, AL

UnscoredInsufficient · 3
$6,950214,768 mi

Comparison: 3 similar vehicles

Birmingham, AL

2014 RAM Cargo Van Tradesman

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

2014 RAM Cargo Van Tradesman

Rainbow City, AL

UnscoredInsufficient · 0
$6,950139,000 mi

Rainbow City, AL

2015 Nissan NV200 SV

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

2015 Nissan NV200 SV

Prichard, AL

UnscoredInsufficient · 0
$6,995170,020 mi

Prichard, AL

2014 Ford Transit Connect XLT

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

2014 Ford Transit Connect XLT

Attalla, AL

Unscored
$6,995252,854 mi

Comparison: 6 similar vehicles

Attalla, AL

2016 Ford Transit Connect XLT

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

2016 Ford Transit Connect XLT

Huntsville, AL

Unscored
$7,500252,494 mi

Comparison: 11 similar vehicles

Huntsville, AL

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

Hueytown, AL

UnscoredInsufficient · 0
$7,500216,637 mi

Hueytown, AL

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

Bay Minette, AL

UnscoredInsufficient · 0
$7,597143,248 mi

Bay Minette, AL

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

Hueytown, AL

Unscored
$7,850210,219 mi

Comparison: 5 similar vehicles

Hueytown, AL

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

Hueytown, AL

Unscored
$7,950224,329 mi

Comparison: 20 similar vehicles

Hueytown, AL

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

Moulton, AL

Fair PriceRobust · 57
$7,995Mileage not verified

Market: $6,500 – $28,950

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 197 days listed (based on current market benchmarks)

Moulton, AL

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

Robertsdale, AL

Unscored
$7,995216,168 mi

Comparison: 15 similar vehicles

Robertsdale, AL

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

Calera, AL

Unscored
$7,995170,698 mi

Comparison: 20 similar vehicles

Calera, AL

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

Prichard, AL

UnscoredInsufficient · 4
$7,995170,514 mi

Comparison: 4 similar vehicles

Prichard, AL

2010 Ford Transit Connect XL

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

2010 Ford Transit Connect XL

Theodore, AL

UnscoredInsufficient · 0
$7,995228,471 mi

Theodore, AL

No Photo

2003 Chevrolet Express Base

Attalla, AL

UnscoredInsufficient · 0
$7,995178,353 mi

Attalla, AL

2015 Chevrolet City Express 1LT

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

2015 Chevrolet City Express 1LT

Birmingham, AL

UnscoredInsufficient · 0
$8,294164,273 mi

Birmingham, AL

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

Harvest, AL

Unscored
$8,450179,839 mi

Comparison: 33 similar vehicles

Harvest, AL

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

Riverside, AL

UnscoredInsufficient · 3
$8,635305,464 mi

Comparison: 3 similar vehicles

Riverside, AL

2013 Chevrolet Express LS

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

2013 Chevrolet Express LS

Hueytown, AL

UnscoredInsufficient · 0
$8,900217,111 mi

Hueytown, AL

1999 Ford Econoline Wagon XL

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

1999 Ford Econoline Wagon XL

Tuscumbia, AL

UnscoredInsufficient · 0
$8,90080,629 mi

Tuscumbia, AL

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

Huntsville, AL

Unscored
$8,988203,887 mi

Comparison: 10 similar vehicles

Huntsville, AL

2015 Ford Transit Base

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

2015 Ford Transit Base

Jasper, AL

Unscored
$8,990183,365 mi

Comparison: 14 similar vehicles

Jasper, AL

2018 Nissan NV Cargo S

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

2018 Nissan NV Cargo S

Montgomery, AL

UnscoredInsufficient · 0
$8,991198,808 mi

Montgomery, AL

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

Foley, AL

UnscoredInsufficient · 4
$8,991139,152 mi

Comparison: 4 similar vehicles

Foley, AL

2015 Nissan NV200 SV

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

2015 Nissan NV200 SV

Huntsville, AL

UnscoredInsufficient · 3
$8,995150,225 mi

Comparison: 3 similar vehicles

Huntsville, AL

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

Prichard, AL

UnscoredInsufficient · 4
$8,995176,173 mi

Comparison: 4 similar vehicles

Prichard, AL

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

Birmingham, AL

Unscored
$8,995194,202 mi

Comparison: 9 similar vehicles

Birmingham, AL

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

Prichard, AL

UnscoredInsufficient · 4
$8,99989,812 mi

Comparison: 4 similar vehicles

Prichard, AL

1998 Ford Econoline Van COMMERCIAL

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

1998 Ford Econoline Van COMMERCIAL

Birmingham, AL

UnscoredInsufficient · 0
$9,29852,462 mi

Birmingham, AL

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

Oneonta, AL

Unscored
$9,900216,099 mi

Comparison: 5 similar vehicles

Oneonta, AL

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

Killen, AL

Unscored
$9,950223,075 mi

Comparison: 37 similar vehicles

Killen, AL

2015 Ford Transit Base

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

2015 Ford Transit Base

Moody, AL

Unscored
$9,995306,439 mi

Comparison: 19 similar vehicles

Moody, AL

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

Monroeville, AL

Unscored
$9,995246,337 mi

Comparison: 17 similar vehicles

Monroeville, AL

No Photo

2010 Chevrolet Express LS

Montgomery, AL

UnscoredInsufficient · 0
$9,995128,126 mi

Montgomery, AL

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

Saraland, AL

Great DealLimited · 14
$10,50069,241 mi

Market: $12,995 – $15,425

Comparison: 14 similar vehicles

Competitively priced ~19% below the typical range compared to similar vehicles · 11 days listed (based on current market benchmarks)

Saraland, AL

No Photo

2019 Nissan NV200 SV

Helena, AL

Unscored
$10,667141,920 mi

Comparison: 8 similar vehicles

Helena, AL

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.
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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