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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

3,276 listings found

2000 Chevrolet Silverado BASE

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

2000 Chevrolet Silverado BASE

Slidell, LA

UnscoredInsufficient · 0
$2,990299,469 mi

Slidell, LA

2000 Chevrolet Silverado BASE

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

2000 Chevrolet Silverado BASE

Slidell, LA

UnscoredInsufficient · 0
$3,500210,484 mi

Slidell, LA

2004 Dodge Dakota Sport

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

2004 Dodge Dakota Sport

Gulfport, MS

UnscoredInsufficient · 0
$3,995272,620 mi

Gulfport, MS

2012 Ford F-150 XLT

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

2012 Ford F-150 XLT

D'Iberville, MS

UnscoredLimited · 19
$4,477267,233 mi

Comparison: 19 similar vehicles

D'Iberville, MS

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Ocean Springs, MS

UnscoredInsufficient · 0
$4,500227,850 mi

Ocean Springs, MS

2008 Nissan Frontier LE

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

2008 Nissan Frontier LE

Ocean Springs, MS

UnscoredInsufficient · 0
$4,995156,435 mi

Ocean Springs, MS

2006 Ford F-150 STX

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

2006 Ford F-150 STX

Lacombe, LA

UnscoredLimited · 8
$5,588217,783 mi

Comparison: 8 similar vehicles

Lacombe, LA

2014 Ford F-150 STX

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

2014 Ford F-150 STX

Picayune, MS

UnscoredInsufficient · 3
$5,750226,639 mi

Comparison: 3 similar vehicles

Picayune, MS

2007 Chevrolet Silverado Classic 1500 LS

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

2007 Chevrolet Silverado Classic 1500 LS

Slidell, LA

UnscoredInsufficient · 0
$5,900225,234 mi

Slidell, LA

2002 Ford Ranger XL

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

2002 Ford Ranger XL

Picayune, MS

UnscoredInsufficient · 0
$5,975290,028 mi

Picayune, MS

2008 Ford Explorer Sport Trac XLT

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

2008 Ford Explorer Sport Trac XLT

Slidell, LA

UnscoredInsufficient · 0
$5,995195,611 mi

Slidell, LA

2008 Chevrolet Silverado 1500 LS

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

2008 Chevrolet Silverado 1500 LS

Slidell, LA

UnscoredInsufficient · 0
$5,995114,471 mi

Slidell, LA

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Biloxi, MS

UnscoredInsufficient · 3
$5,995255,800 mi

Comparison: 3 similar vehicles

Biloxi, MS

2004 GMC Sierra 2500HD Work Truck

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

2004 GMC Sierra 2500HD Work Truck

Slidell, LA

UnscoredInsufficient · 0
$5,995272,725 mi

Slidell, LA

2011 Suzuki Equator Sport

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

2011 Suzuki Equator Sport

Ocean Springs, MS

UnscoredInsufficient · 0
$5,998301,380 mi

Ocean Springs, MS

2008 Mitsubishi Raider LS 2wd

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

2008 Mitsubishi Raider LS 2wd

Lacombe, LA

UnscoredInsufficient · 0
$6,988145,999 mi

Lacombe, LA

2007 Chevrolet Silverado Classic 1500 LS

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

2007 Chevrolet Silverado Classic 1500 LS

Bay St. Louis, MS

UnscoredInsufficient · 0
$6,995123,000 mi

Bay St. Louis, MS

2006 Chevrolet Silverado 1500 LS2

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

2006 Chevrolet Silverado 1500 LS2

Biloxi, MS

UnscoredInsufficient · 0
$7,495215,310 mi

Biloxi, MS

No Photo

2012 Ford F-150 XLT

Gulfport, MS

UnscoredInsufficient · 4
$7,500156,088 mi

Comparison: 4 similar vehicles

Gulfport, MS

2005 Nissan Titan XE

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

2005 Nissan Titan XE

Bay St. Louis, MS

UnscoredInsufficient · 0
$7,500123,000 mi

Bay St. Louis, MS

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

Biloxi, MS

UnscoredInsufficient · 3
$7,599137,736 mi

Comparison: 3 similar vehicles

Biloxi, MS

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Carriere, MS

UnscoredInsufficient · 4
$7,895182,825 mi

Comparison: 4 similar vehicles

Carriere, MS

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Lacombe, LA

UnscoredInsufficient · 0
$7,988227,760 mi

Lacombe, LA

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Slidell, LA

Fair PriceLimited · 10
$7,995101,081 mi

Market: $7,995 – $10,500

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Slidell, LA

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Biloxi, MS

UnscoredModerate · 20
$7,995202,125 mi

Comparison: 20 similar vehicles

Biloxi, MS

2004 Ford Explorer Sport Trac XLS

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

2004 Ford Explorer Sport Trac XLS

Slidell, LA

UnscoredInsufficient · 0
$7,995142,914 mi

Slidell, LA

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Long Beach, MS

UnscoredInsufficient · 0
$7,999107,902 mi

Long Beach, MS

2006 Nissan Titan XE

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

2006 Nissan Titan XE

D'Iberville, MS

UnscoredInsufficient · 0
$8,000166,996 mi

D'Iberville, MS

2006 Nissan Titan LE

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

2006 Nissan Titan LE

Bay St. Louis, MS

UnscoredInsufficient · 0
$8,000123,000 mi

Bay St. Louis, MS

2005 GMC Sierra 1500 Denali

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

2005 GMC Sierra 1500 Denali

Picayune, MS

UnscoredInsufficient · 0
$8,400226,020 mi

Picayune, MS

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Biloxi, MS

UnscoredLimited · 10
$8,495265,915 mi

Comparison: 10 similar vehicles

Biloxi, MS

2008 GMC Sierra 1500 Work Truck

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

2008 GMC Sierra 1500 Work Truck

Biloxi, MS

UnscoredLimited · 5
$8,495222,390 mi

Comparison: 5 similar vehicles

Biloxi, MS

2014 RAM 2500 Pickup Tradesman

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

2014 RAM 2500 Pickup Tradesman

Picayune, MS

UnscoredLimited · 6
$8,699260,950 mi

Comparison: 6 similar vehicles

Picayune, MS

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

Picayune, MS

UnscoredModerate · 27
$8,888244,864 mi

Comparison: 27 similar vehicles

Picayune, MS

2017 Chevrolet Silverado 1500 Custom

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

2017 Chevrolet Silverado 1500 Custom

Gulfport, MS

UnscoredInsufficient · 4
$8,895135,084 mi

Comparison: 4 similar vehicles

Gulfport, MS

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Picayune, MS

UnscoredLimited · 14
$8,988224,892 mi

Comparison: 14 similar vehicles

Picayune, MS

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Gulfport, MS

UnscoredLimited · 11
$8,995143,478 mi

Comparison: 11 similar vehicles

Gulfport, MS

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Gulfport, MS

UnscoredInsufficient · 0
$8,995172,290 mi

Gulfport, MS

2005 Ford F-350 Super Duty Chassis Cab XL

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

2005 Ford F-350 Super Duty Chassis Cab XL

Biloxi, MS

UnscoredInsufficient · 0
$8,99555,184 mi

Biloxi, MS

2005 GMC Sierra 2500HD SLE

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

2005 GMC Sierra 2500HD SLE

Gulfport, MS

UnscoredInsufficient · 0
$8,995200,485 mi

Gulfport, MS

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Bay St. Louis, MS

UnscoredLimited · 15
$9,500258,295 mi

Comparison: 15 similar vehicles

Bay St. Louis, MS

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Wiggins, MS

UnscoredLimited · 17
$9,500183,740 mi

Comparison: 17 similar vehicles

Wiggins, MS

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Lacombe, LA

UnscoredModerate · 28
$9,588175,333 mi

Comparison: 28 similar vehicles

Lacombe, LA

2011 GMC Sierra 1500 SLT

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

2011 GMC Sierra 1500 SLT

Picayune, MS

UnscoredInsufficient · 0
$9,888244,355 mi

Picayune, MS

2009 Dodge Ram 2500 Pickup ST

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

2009 Dodge Ram 2500 Pickup ST

Biloxi, MS

UnscoredInsufficient · 0
$9,895256,578 mi

Biloxi, MS

2008 Ford F-150 Lariat

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

2008 Ford F-150 Lariat

Slidell, LA

UnscoredInsufficient · 3
$9,995133,718 mi

Comparison: 3 similar vehicles

Slidell, LA

2007 GMC Sierra 1500 SLT

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

2007 GMC Sierra 1500 SLT

Bay St. Louis, MS

UnscoredInsufficient · 0
$9,995123,000 mi

Bay St. Louis, MS

2004 Mazda B-Series DS

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

2004 Mazda B-Series DS

Slidell, LA

UnscoredInsufficient · 0
$9,99581,785 mi

Slidell, LA

2012 Honda Ridgeline RTS

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

2012 Honda Ridgeline RTS

Slidell, LA

UnscoredInsufficient · 0
$10,236177,883 mi

Slidell, LA

2014 Toyota Tacoma PreRunner

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

2014 Toyota Tacoma PreRunner

Slidell, LA

UnscoredModerate · 25
$10,347297,036 mi

Comparison: 25 similar vehicles

Slidell, LA

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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