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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

836 listings found

2000 Ford F-150 XL

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

2000 Ford F-150 XL

Center, TX

UnscoredInsufficient · 4
$4,500199,854 mi

Comparison: 4 similar vehicles

Center, TX

2007 Chevrolet Silverado 1500 Work Truck

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

2007 Chevrolet Silverado 1500 Work Truck

Coushatta, LA

UnscoredLimited · 11
$4,999215,918 mi

Comparison: 11 similar vehicles

Coushatta, LA

2012 RAM 2500 Pickup ST

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

2012 RAM 2500 Pickup ST

Coushatta, LA

UnscoredLimited · 7
$7,995165,716 mi

Comparison: 7 similar vehicles

Coushatta, LA

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Coushatta, LA

UnscoredLimited · 17
$7,995163,002 mi

Comparison: 17 similar vehicles

Coushatta, LA

2008 Dodge Ram 1500 Pickup SLT

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

2008 Dodge Ram 1500 Pickup SLT

Leesville, LA

UnscoredLimited · 13
$7,995186,890 mi

Comparison: 13 similar vehicles

Leesville, LA

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Leesville, LA

UnscoredLimited · 14
$7,995141,250 mi

Comparison: 14 similar vehicles

Leesville, LA

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

Leesville, LA

UnscoredLimited · 5
$7,995190,070 mi

Comparison: 5 similar vehicles

Leesville, LA

2014 Ford F-150 FX4

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

2014 Ford F-150 FX4

Natchitoches, LA

UnscoredLimited · 9
$8,850198,682 mi

Comparison: 9 similar vehicles

Natchitoches, LA

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Mansfield, LA

UnscoredRobust · 121
$8,950147,726 mi

Comparison: 121 similar vehicles

Mansfield, LA

2001 Ford F-250 Super Duty XLT

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

2001 Ford F-250 Super Duty XLT

Winnfield, LA

UnscoredInsufficient · 0
$9,00091,986 mi

Winnfield, LA

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

Coushatta, LA

UnscoredLimited · 15
$9,200170,068 mi

Comparison: 15 similar vehicles

Coushatta, LA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Leesville, LA

UnscoredLimited · 12
$9,995224,060 mi

Comparison: 12 similar vehicles

Leesville, LA

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

Winnfield, LA

UnscoredInsufficient · 0
$10,000156,553 mi

Winnfield, LA

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Center, TX

UnscoredRobust · 62
$10,307265,547 mi

Comparison: 62 similar vehicles

Center, TX

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Coushatta, LA

UnscoredRobust · 84
$10,500226,758 mi

Comparison: 84 similar vehicles

Coushatta, LA

2018 Chevrolet Colorado Work Truck

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

2018 Chevrolet Colorado Work Truck

Mansfield, LA

Great DealModerate · 32
$10,995106,443 mi

Market: $12,995 – $27,995

Comparison: 32 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 16 days listed (based on current market benchmarks)

Mansfield, LA

2017 Ford F-250 Super Duty XL

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

2017 Ford F-250 Super Duty XL

San Augustine, TX

UnscoredModerate · 27
$12,299189,590 mi

Comparison: 27 similar vehicles

San Augustine, TX

2017 RAM 1500 Pickup SSV

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

2017 RAM 1500 Pickup SSV

Leesville, LA

UnscoredInsufficient · 0
$12,995179,450 mi

Leesville, LA

2014 RAM 1500 Pickup SLT

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

2014 RAM 1500 Pickup SLT

Rosepine, LA

UnscoredInsufficient · 3
$12,995161,074 mi

Comparison: 3 similar vehicles

Rosepine, LA

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

Leesville, LA

UnscoredModerate · 37
$12,995192,035 mi

Comparison: 37 similar vehicles

Leesville, LA

2015 GMC Sierra 1500 1SA

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

2015 GMC Sierra 1500 1SA

San Augustine, TX

Fair PriceLimited · 10
$13,77577,595 mi

Market: $8,300 – $16,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

San Augustine, TX

2016 RAM 1500 Pickup Lone Star

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

2016 RAM 1500 Pickup Lone Star

Leesville, LA

UnscoredRobust · 65
$13,995198,855 mi

Comparison: 65 similar vehicles

Leesville, LA

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Natchitoches, LA

UnscoredInsufficient · 3
$13,995122,499 mi

Comparison: 3 similar vehicles

Natchitoches, LA

2018 RAM 1500 Pickup Lone Star Silver

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

2018 RAM 1500 Pickup Lone Star Silver

Leesville, LA

UnscoredModerate · 29
$14,995193,530 mi

Comparison: 29 similar vehicles

Leesville, LA

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Leesville, LA

UnscoredModerate · 25
$14,995171,830 mi

Comparison: 25 similar vehicles

Leesville, LA

2005 Chevrolet Silverado 3500 Chassis Cab Base

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

2005 Chevrolet Silverado 3500 Chassis Cab Base

Winnfield, LA

UnscoredInsufficient · 0
$15,000179,596 mi

Winnfield, LA

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Leesville, LA

UnscoredModerate · 35
$15,995140,850 mi

Comparison: 35 similar vehicles

Leesville, LA

2020 Chevrolet Silverado 1500 Work Truck

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

2020 Chevrolet Silverado 1500 Work Truck

DeRidder, LA

UnscoredModerate · 20
$16,345139,109 mi

Comparison: 20 similar vehicles

DeRidder, LA

2015 GMC Canyon SLE

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

2015 GMC Canyon SLE

DeRidder, LA

UnscoredLimited · 7
$16,345109,214 mi

Comparison: 7 similar vehicles

DeRidder, LA

2016 Ford F-150 King Ranch

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

2016 Ford F-150 King Ranch

Center, TX

UnscoredLimited · 14
$16,628211,171 mi

Comparison: 14 similar vehicles

Center, TX

2019 RAM 1500 Classic Lone Star Silver

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

2019 RAM 1500 Classic Lone Star Silver

Rosepine, LA

UnscoredInsufficient · 0
$16,995143,077 mi

Rosepine, LA

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

Leesville, LA

UnscoredRobust · 121
$16,995182,040 mi

Comparison: 121 similar vehicles

Leesville, LA

2012 Ford F-150 Platinum

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

2012 Ford F-150 Platinum

Leesville, LA

UnscoredLimited · 9
$16,995146,660 mi

Comparison: 9 similar vehicles

Leesville, LA

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

DeRidder, LA

UnscoredRobust · 223
$17,345152,417 mi

Comparison: 223 similar vehicles

DeRidder, LA

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

DeRidder, LA

UnscoredRobust · 144
$17,345132,635 mi

Comparison: 144 similar vehicles

DeRidder, LA

2013 Toyota Tundra Grade

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

2013 Toyota Tundra Grade

DeRidder, LA

UnscoredModerate · 34
$17,345144,668 mi

Comparison: 34 similar vehicles

DeRidder, LA

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Winnfield, LA

Fair PriceModerate · 22
$17,50091,421 mi

Market: $8,900 – $21,900

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Winnfield, LA

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Leesville, LA

UnscoredLimited · 11
$17,990163,572 mi

Comparison: 11 similar vehicles

Leesville, LA

2019 Chevrolet Colorado Work Truck

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

2019 Chevrolet Colorado Work Truck

Center, TX

Fair PriceModerate · 42
$18,22071,673 mi

Market: $12,495 – $22,000

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 183 days listed (based on current market benchmarks)

Center, TX

2014 Toyota Tacoma Base

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

2014 Toyota Tacoma Base

DeRidder, LA

UnscoredModerate · 24
$18,585149,396 mi

Comparison: 24 similar vehicles

DeRidder, LA

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Center, TX

UnscoredRobust · 485
$18,675135,750 mi

Comparison: 485 similar vehicles

Center, TX

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Leesville, LA

UnscoredRobust · 69
$18,995130,500 mi

Comparison: 69 similar vehicles

Leesville, LA

2012 Ford F-150 FX4

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

2012 Ford F-150 FX4

Leesville, LA

UnscoredLimited · 6
$18,995126,285 mi

Comparison: 6 similar vehicles

Leesville, LA

2019 Ford F-250 Super Duty XL

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

2019 Ford F-250 Super Duty XL

Winnfield, LA

UnscoredRobust · 50
$19,500146,160 mi

Comparison: 50 similar vehicles

Winnfield, LA

2017 Ford F-250 Super Duty XL

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

2017 Ford F-250 Super Duty XL

Winnfield, LA

UnscoredLimited · 5
$19,500145,775 mi

Comparison: 5 similar vehicles

Winnfield, LA

2019 Nissan Frontier SV

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

2019 Nissan Frontier SV

Mansfield, LA

UnscoredInsufficient · 0
$19,99552,263 mi

Mansfield, LA

2016 RAM 3500 Chassis Cab Tradesman

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

2016 RAM 3500 Chassis Cab Tradesman

Winnfield, LA

UnscoredInsufficient · 4
$20,500169,523 mi

Comparison: 4 similar vehicles

Winnfield, LA

2018 RAM 1500 Pickup Laramie

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

2018 RAM 1500 Pickup Laramie

Rosepine, LA

UnscoredLimited · 19
$20,995123,078 mi

Comparison: 19 similar vehicles

Rosepine, LA

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Center, TX

UnscoredInsufficient · 3
$20,995103,953 mi

Comparison: 3 similar vehicles

Center, TX

2021 RAM 1500 Classic Tradesman

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

2021 RAM 1500 Classic Tradesman

DeRidder, LA

Fair PriceRobust · 90
$21,34562,968 mi

Market: $8,950 – $24,995

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

DeRidder, 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

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.