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

7,262 listings found

2004 Ford F-150 Heritage XL

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

2004 Ford F-150 Heritage XL

Forest City, NC

UnscoredInsufficient · 0
$2,925276,144 mi

Forest City, NC

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Johnson City, TN

UnscoredLimited · 9
$3,500209,510 mi

Comparison: 9 similar vehicles

Johnson City, TN

2000 Dodge Dakota SPORT

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

2000 Dodge Dakota SPORT

Hickory, NC

UnscoredInsufficient · 3
$3,500196,736 mi

Comparison: 3 similar vehicles

Hickory, NC

2001 Ford F-150 XLT

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

2001 Ford F-150 XLT

Morganton, NC

UnscoredInsufficient · 0
$3,895Mileage not verified

Morganton, NC

2004 Dodge Ram 1500 Pickup ST

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

2004 Dodge Ram 1500 Pickup ST

Candler, NC

UnscoredLimited · 8
$4,000173,175 mi

Comparison: 8 similar vehicles

Candler, NC

1998 Ford F-150 STANDARD

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

1998 Ford F-150 STANDARD

Hudson, NC

UnscoredInsufficient · 0
$4,000238,000 mi

Hudson, NC

2001 Ford Ranger XL

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

2001 Ford Ranger XL

Hickory, NC

UnscoredInsufficient · 0
$4,250194,961 mi

Hickory, NC

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Marion, NC

UnscoredModerate · 20
$4,294268,000 mi

Comparison: 20 similar vehicles

Marion, NC

2006 GMC Sierra 2500HD Work Truck

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

2006 GMC Sierra 2500HD Work Truck

Morganton, NC

UnscoredInsufficient · 0
$4,699291,550 mi

Morganton, NC

2001 Ford F-150 LARIAT

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

2001 Ford F-150 LARIAT

Gaffney, SC

UnscoredInsufficient · 3
$4,800Mileage not verified

Comparison: 3 similar vehicles

Gaffney, SC

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Hickory, NC

UnscoredLimited · 7
$4,975236,608 mi

Comparison: 7 similar vehicles

Hickory, NC

2004 Chevrolet Colorado Z71 LS

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

2004 Chevrolet Colorado Z71 LS

Township of Taylorsville, NC

UnscoredInsufficient · 0
$4,995286,686 mi

Township of Taylorsville, NC

2002 Ford F-150 XL

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

2002 Ford F-150 XL

Morganton, NC

UnscoredInsufficient · 0
$4,995212,300 mi

Morganton, NC

2000 Chevrolet C3500 BASE

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

2000 Chevrolet C3500 BASE

Forest City, NC

UnscoredLimited · 5
$4,995349,102 mi

Comparison: 5 similar vehicles

Forest City, NC

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Marion, NC

Fair PriceLimited · 11
$5,495Mileage not verified

Market: $3,700 – $9,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 264 days listed (based on current market benchmarks)

Marion, NC

2012 RAM 1500 Pickup Laramie Longhorn

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

2012 RAM 1500 Pickup Laramie Longhorn

Lenoir, NC

UnscoredInsufficient · 0
$5,500462,329 mi

Lenoir, NC

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

Morganton, NC

UnscoredInsufficient · 3
$5,800262,682 mi

Comparison: 3 similar vehicles

Morganton, NC

2014 RAM 1500 Pickup Tradesman

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

2014 RAM 1500 Pickup Tradesman

Spartanburg, SC

UnscoredInsufficient · 4
$5,899251,375 mi

Comparison: 4 similar vehicles

Spartanburg, SC

2007 Ford F-150 Lariat

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

2007 Ford F-150 Lariat

Newton, NC

UnscoredInsufficient · 4
$5,900276,211 mi

Comparison: 4 similar vehicles

Newton, NC

2007 GMC Sierra 1500 SLE1

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

2007 GMC Sierra 1500 SLE1

Hickory, NC

UnscoredLimited · 10
$5,900278,810 mi

Comparison: 10 similar vehicles

Hickory, NC

2009 Nissan Titan XE

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

2009 Nissan Titan XE

Erwin, TN

UnscoredInsufficient · 0
$5,988256,088 mi

Erwin, TN

2005 GMC Sierra 1500 SLE

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

2005 GMC Sierra 1500 SLE

Morganton, NC

UnscoredInsufficient · 3
$5,995290,000 mi

Comparison: 3 similar vehicles

Morganton, NC

2004 Dodge Ram 1500 Pickup SLT

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

2004 Dodge Ram 1500 Pickup SLT

Marion, NC

UnscoredInsufficient · 4
$5,995243,255 mi

Comparison: 4 similar vehicles

Marion, NC

2004 Ford F-150 Lariat

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

2004 Ford F-150 Lariat

Campobello, SC

UnscoredLimited · 5
$5,995233,184 mi

Comparison: 5 similar vehicles

Campobello, SC

2002 Ford F-150 XL

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

2002 Ford F-150 XL

Asheville, NC

UnscoredInsufficient · 4
$5,995221,173 mi

Comparison: 4 similar vehicles

Asheville, NC

2001 Chevrolet S-10 LS

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

2001 Chevrolet S-10 LS

Zionville, NC

UnscoredInsufficient · 0
$6,295186,811 mi

Zionville, NC

2009 Dodge Ram 1500 Pickup ST

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

2009 Dodge Ram 1500 Pickup ST

Hickory, NC

UnscoredInsufficient · 0
$6,400197,228 mi

Hickory, NC

2002 Ford F-150 XL

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

2002 Ford F-150 XL

Morganton, NC

UnscoredInsufficient · 0
$6,500161,980 mi

Morganton, NC

1999 Dodge Ram Pickup ST

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

1999 Dodge Ram Pickup ST

Erwin, TN

UnscoredInsufficient · 4
$6,500241,867 mi

Comparison: 4 similar vehicles

Erwin, TN

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

Morganton, NC

UnscoredModerate · 47
$6,599224,590 mi

Comparison: 47 similar vehicles

Morganton, NC

2004 Ford F-150 XLT

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

2004 Ford F-150 XLT

Morganton, NC

UnscoredLimited · 5
$6,650164,920 mi

Comparison: 5 similar vehicles

Morganton, NC

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

Morganton, NC

UnscoredLimited · 10
$6,850232,113 mi

Comparison: 10 similar vehicles

Morganton, NC

2005 GMC Sierra 2500HD SLT

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

2005 GMC Sierra 2500HD SLT

Morganton, NC

UnscoredInsufficient · 0
$6,850Mileage not verified

Morganton, NC

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

Hickory, NC

UnscoredLimited · 6
$6,900278,240 mi

Comparison: 6 similar vehicles

Hickory, NC

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

Newton, NC

UnscoredLimited · 12
$6,900226,695 mi

Comparison: 12 similar vehicles

Newton, NC

2009 Ford F-150 Lariat

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

2009 Ford F-150 Lariat

Hudson, NC

UnscoredInsufficient · 3
$6,950265,150 mi

Comparison: 3 similar vehicles

Hudson, NC

2011 Toyota Tacoma Base

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

2011 Toyota Tacoma Base

Spartanburg, SC

UnscoredModerate · 31
$6,990290,510 mi

Comparison: 31 similar vehicles

Spartanburg, SC

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

Mars Hill, NC

UnscoredRobust · 236
$6,995220,010 mi

Comparison: 236 similar vehicles

Mars Hill, NC

No Photo

2006 Dodge Dakota SLT

Asheville, NC

UnscoredInsufficient · 3
$6,995222,854 mi

Comparison: 3 similar vehicles

Asheville, NC

2005 Dodge Ram 2500 Pickup SLT

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

2005 Dodge Ram 2500 Pickup SLT

Forest City, NC

UnscoredInsufficient · 0
$6,995207,130 mi

Forest City, NC

2003 Dodge Dakota SLT

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

2003 Dodge Dakota SLT

Elizabethton, TN

UnscoredInsufficient · 3
$6,995239,805 mi

Comparison: 3 similar vehicles

Elizabethton, TN

2000 Nissan Frontier XE

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

2000 Nissan Frontier XE

Spartanburg, SC

UnscoredInsufficient · 3
$6,995262,478 mi

Comparison: 3 similar vehicles

Spartanburg, SC

2009 Chevrolet Colorado Work Truck

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

2009 Chevrolet Colorado Work Truck

Hudson, NC

UnscoredInsufficient · 4
$7,000161,000 mi

Comparison: 4 similar vehicles

Hudson, NC

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Lenoir, NC

UnscoredModerate · 41
$7,194230,030 mi

Comparison: 41 similar vehicles

Lenoir, NC

2014 RAM 1500 Pickup Tradesman

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

2014 RAM 1500 Pickup Tradesman

Hickory, NC

UnscoredModerate · 33
$7,200171,286 mi

Comparison: 33 similar vehicles

Hickory, NC

2010 RAM 1500 Pickup SLT

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

2010 RAM 1500 Pickup SLT

Hickory, NC

UnscoredLimited · 13
$7,250224,680 mi

Comparison: 13 similar vehicles

Hickory, NC

2003 Dodge Ram 1500 Pickup SLT

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

2003 Dodge Ram 1500 Pickup SLT

Township of Taylorsville, NC

UnscoredLimited · 7
$7,400129,117 mi

Comparison: 7 similar vehicles

Township of Taylorsville, NC

2003 Cadillac Escalade EXT Base

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

2003 Cadillac Escalade EXT Base

Marion, NC

UnscoredInsufficient · 0
$7,400169,500 mi

Marion, NC

2014 RAM 1500 Pickup Laramie

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

2014 RAM 1500 Pickup Laramie

Lenoir, NC

UnscoredLimited · 11
$7,495224,852 mi

Comparison: 11 similar vehicles

Lenoir, NC

2018 Chevrolet Silverado 1500 Work Truck 1WT

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

2018 Chevrolet Silverado 1500 Work Truck 1WT

Candler, NC

UnscoredModerate · 48
$7,500205,000 mi

Comparison: 48 similar vehicles

Candler, NC

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.