Skip to main content
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 9, 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

42 listings found

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Cut and Shoot, TX

Unscored
$5,500210,343 mi

Comparison: 23 similar vehicles

Cut and Shoot, TX

2006 Mazda MAZDA3 I

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

2006 Mazda MAZDA3 I

Cut and Shoot, TX

UnscoredInsufficient · 0
$5,900224,412 mi

Cut and Shoot, TX

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Cut and Shoot, TX

Unscored
$5,900338,323 mi

Comparison: 11 similar vehicles

Cut and Shoot, TX

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Cut and Shoot, TX

Unscored
$6,900169,647 mi

Comparison: 9 similar vehicles

Cut and Shoot, TX

2005 Chevrolet Avalanche Base

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

2005 Chevrolet Avalanche Base

Cut and Shoot, TX

UnscoredInsufficient · 4
$7,500305,306 mi

Comparison: 4 similar vehicles

Cut and Shoot, TX

2007 Chevrolet Suburban LS

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

2007 Chevrolet Suburban LS

Cut and Shoot, TX

UnscoredInsufficient · 4
$7,900275,000 mi

Comparison: 4 similar vehicles

Cut and Shoot, TX

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Cut and Shoot, TX

UnscoredInsufficient · 3
$8,500257,538 mi

Comparison: 3 similar vehicles

Cut and Shoot, TX

2007 Hummer H3

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

2007 Hummer H3

Cut and Shoot, TX

Unscored
$8,500263,157 mi

Comparison: 18 similar vehicles

Cut and Shoot, TX

2004 Ford Excursion XLT

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

2004 Ford Excursion XLT

Cut and Shoot, TX

UnscoredInsufficient · 4
$8,500247,316 mi

Comparison: 4 similar vehicles

Cut and Shoot, TX

2001 Ford Mustang GT

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

2001 Ford Mustang GT

Cut and Shoot, TX

UnscoredInsufficient · 4
$8,500168,055 mi

Comparison: 4 similar vehicles

Cut and Shoot, TX

2020 Nissan Pathfinder S

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

2020 Nissan Pathfinder S

Cut and Shoot, TX

Unscored
$8,800287,845 mi

Comparison: 24 similar vehicles

Cut and Shoot, TX

2015 Toyota Corolla S Plus

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

2015 Toyota Corolla S Plus

Cut and Shoot, TX

Unscored
$8,900217,774 mi

Comparison: 5 similar vehicles

Cut and Shoot, TX

2007 Chevrolet Silverado 2500HD Work Truck

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

2007 Chevrolet Silverado 2500HD Work Truck

Cut and Shoot, TX

UnscoredInsufficient · 0
$8,900293,661 mi

Cut and Shoot, TX

1999 Ford F-250 Super Duty XLT

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

1999 Ford F-250 Super Duty XLT

Cut and Shoot, TX

UnscoredInsufficient · 4
$9,500226,284 mi

Comparison: 4 similar vehicles

Cut and Shoot, TX

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Cut and Shoot, TX

Unscored
$9,800201,986 mi

Comparison: 20 similar vehicles

Cut and Shoot, TX

2007 Chevrolet Silverado 2500HD Work Truck

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

2007 Chevrolet Silverado 2500HD Work Truck

Cut and Shoot, TX

UnscoredInsufficient · 0
$9,800218,198 mi

Cut and Shoot, TX

2013 Ford Edge SE

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

2013 Ford Edge SE

Cut and Shoot, TX

Unscored
$10,800104,338 mi

Comparison: 5 similar vehicles

Cut and Shoot, TX

2008 Chevrolet Silverado 1500 1LT

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

2008 Chevrolet Silverado 1500 1LT

Cut and Shoot, TX

Unscored
$10,800309,582 mi

Comparison: 7 similar vehicles

Cut and Shoot, TX

2007 Chevrolet Silverado 1500 LS

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

2007 Chevrolet Silverado 1500 LS

Cut and Shoot, TX

UnscoredInsufficient · 0
$10,800351,488 mi

Cut and Shoot, TX

2013 Chevrolet Silverado 1500 Work Truck

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

2013 Chevrolet Silverado 1500 Work Truck

Cut and Shoot, TX

Unscored
$10,900312,288 mi

Comparison: 18 similar vehicles

Cut and Shoot, TX

2009 Chevrolet Silverado 1500 Work Truck

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

2009 Chevrolet Silverado 1500 Work Truck

Cut and Shoot, TX

UnscoredInsufficient · 4
$11,500260,023 mi

Comparison: 4 similar vehicles

Cut and Shoot, TX

2001 Chevrolet Silverado LS

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

2001 Chevrolet Silverado LS

Cut and Shoot, TX

Unscored
$11,500236,617 mi

Comparison: 6 similar vehicles

Cut and Shoot, TX

2002 Ford F-250 Super Duty Lariat

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

2002 Ford F-250 Super Duty Lariat

Cut and Shoot, TX

UnscoredInsufficient · 0
$11,800330,532 mi

Cut and Shoot, TX

2017 Ford Explorer Base

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

2017 Ford Explorer Base

Cut and Shoot, TX

UnscoredInsufficient · 3
$12,500195,727 mi

Comparison: 3 similar vehicles

Cut and Shoot, TX

2011 Ford F-150 FX4

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

2011 Ford F-150 FX4

Cut and Shoot, TX

Unscored
$12,500305,663 mi

Comparison: 9 similar vehicles

Cut and Shoot, TX

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Cut and Shoot, TX

UnscoredInsufficient · 3
$12,500196,842 mi

Comparison: 3 similar vehicles

Cut and Shoot, TX

2005 Ford F-650

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

2005 Ford F-650

Cut and Shoot, TX

UnscoredInsufficient · 0
$12,500275,285 mi

Cut and Shoot, TX

2002 Chevrolet Silverado 2500HD LT

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

2002 Chevrolet Silverado 2500HD LT

Cut and Shoot, TX

UnscoredInsufficient · 0
$12,500277,195 mi

Cut and Shoot, TX

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Cut and Shoot, TX

UnscoredInsufficient · 3
$12,800220,715 mi

Comparison: 3 similar vehicles

Cut and Shoot, TX

2014 Chevrolet Suburban LT

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

2014 Chevrolet Suburban LT

Cut and Shoot, TX

Unscored
$12,800203,462 mi

Comparison: 13 similar vehicles

Cut and Shoot, TX

2006 Chevrolet Silverado 2500HD LS

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

2006 Chevrolet Silverado 2500HD LS

Cut and Shoot, TX

UnscoredInsufficient · 0
$12,800365,238 mi

Cut and Shoot, TX

2016 Chevrolet Tahoe Fleet

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

2016 Chevrolet Tahoe Fleet

Cut and Shoot, TX

Unscored
$13,800202,413 mi

Comparison: 15 similar vehicles

Cut and Shoot, TX

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Cut and Shoot, TX

Unscored
$13,800304,215 mi

Comparison: 11 similar vehicles

Cut and Shoot, TX

2004 Dodge Ram 3500 Pickup ST

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

2004 Dodge Ram 3500 Pickup ST

Cut and Shoot, TX

UnscoredInsufficient · 0
$13,800237,025 mi

Cut and Shoot, TX

2016 Chevrolet Tahoe Fleet

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

2016 Chevrolet Tahoe Fleet

Cut and Shoot, TX

OverpricedLimited · 15
$14,500156,546 mi

Market: $12,499 – $14,224

Comparison: 15 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Cut and Shoot, TX

2020 Chevrolet Traverse LS

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

2020 Chevrolet Traverse LS

Cut and Shoot, TX

Fair PriceRobust · 57
$15,50074,689 mi

Market: $9,900 – $20,998

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Cut and Shoot, TX

2011 RAM 3500 Pickup Laramie

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

2011 RAM 3500 Pickup Laramie

Cut and Shoot, TX

Unscored
$15,500314,214 mi

Comparison: 6 similar vehicles

Cut and Shoot, TX

2017 Chevrolet Silverado 2500HD Work Truck

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

2017 Chevrolet Silverado 2500HD Work Truck

Cut and Shoot, TX

UnscoredInsufficient · 4
$16,500181,711 mi

Comparison: 4 similar vehicles

Cut and Shoot, TX

2010 Porsche Panamera S

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

2010 Porsche Panamera S

Cut and Shoot, TX

UnscoredInsufficient · 3
$16,50093,177 mi

Comparison: 3 similar vehicles

Cut and Shoot, TX

2015 Chevrolet Silverado 2500HD Work Truck

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

2015 Chevrolet Silverado 2500HD Work Truck

Cut and Shoot, TX

UnscoredInsufficient · 3
$17,500217,540 mi

Comparison: 3 similar vehicles

Cut and Shoot, TX

2006 Dodge Ram 2500 Pickup Laramie

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

2006 Dodge Ram 2500 Pickup Laramie

Cut and Shoot, TX

UnscoredInsufficient · 4
$18,500263,995 mi

Comparison: 4 similar vehicles

Cut and Shoot, TX

2018 Tesla Model 3 Long Range

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

2018 Tesla Model 3 Long Range

Cut and Shoot, TX

UnscoredInsufficient · 3
$18,80077,801 mi

Comparison: 3 similar vehicles

Cut and Shoot, TX

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.