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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 2, 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

1,134 listings found

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

Cottageville, SC

Unscored
$3,220384,595 mi

Comparison: 6 similar vehicles

Cottageville, SC

2000 Ford F-150 WORK SERIES

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

2000 Ford F-150 WORK SERIES

Cottageville, SC

Salvage title
$3,725208,111 mi

Cottageville, SC

2002 Mazda Truck DS

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

2002 Mazda Truck DS

Aiken, SC

UnscoredInsufficient · 0
$4,950264,912 mi

Aiken, SC

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Aiken, SC

Unscored
$5,950309,156 mi

Comparison: 6 similar vehicles

Aiken, SC

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

Gaston, SC

Unscored
$6,225255,438 mi

Comparison: 19 similar vehicles

Gaston, SC

2007 Ford F-150 XLT

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

2007 Ford F-150 XLT

Orangeburg, SC

Unscored
$6,925240,954 mi

Comparison: 14 similar vehicles

Orangeburg, SC

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

Aiken, SC

Unscored
$7,200215,403 mi

Comparison: 7 similar vehicles

Aiken, SC

2005 Toyota Tacoma PreRunner

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

2005 Toyota Tacoma PreRunner

Summerville, SC

UnscoredInsufficient · 0
$7,500325,405 mi

Summerville, SC

2003 Chevrolet Avalanche Base

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

2003 Chevrolet Avalanche Base

Aiken, SC

Unscored
$7,995215,804 mi

Comparison: 8 similar vehicles

Aiken, SC

No Photo

2010 Ford Explorer Sport Trac Limited

Cottageville, SC

UnscoredInsufficient · 0
$8,220185,024 mi

Cottageville, SC

2011 GMC Sierra 1500 SLE

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

2011 GMC Sierra 1500 SLE

Summerville, SC

UnscoredInsufficient · 3
$8,500232,373 mi

Comparison: 3 similar vehicles

Summerville, SC

2003 Chevrolet Silverado 1500 LS

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

2003 Chevrolet Silverado 1500 LS

Aiken, SC

UnscoredInsufficient · 0
$8,500178,490 mi

Aiken, SC

2002 Toyota Tundra Limited

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

2002 Toyota Tundra Limited

Aiken, SC

UnscoredInsufficient · 0
$8,500233,087 mi

Aiken, SC

2004 Chevrolet Silverado 2500HD Work

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

2004 Chevrolet Silverado 2500HD Work

Aiken, SC

UnscoredInsufficient · 3
$8,950332,518 mi

Comparison: 3 similar vehicles

Aiken, SC

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Aiken, SC

Unscored
$8,995197,501 mi

Comparison: 17 similar vehicles

Aiken, SC

2006 Chevrolet Silverado 1500 LS

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

2006 Chevrolet Silverado 1500 LS

Aiken, SC

UnscoredInsufficient · 0
$9,200237,873 mi

Aiken, SC

2004 GMC Sierra 1500 SLE

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

2004 GMC Sierra 1500 SLE

Cottageville, SC

UnscoredInsufficient · 3
$9,220150,116 mi

Comparison: 3 similar vehicles

Cottageville, SC

2009 Nissan Frontier XE

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

2009 Nissan Frontier XE

Eutawville, SC

UnscoredInsufficient · 0
$9,400110,987 mi

Eutawville, SC

2002 Toyota Tacoma Prerunner

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

2002 Toyota Tacoma Prerunner

Beaufort, SC

UnscoredInsufficient · 0
$9,872Mileage not verified

Beaufort, SC

No Photo

2018 Chevrolet Silverado 1500 Work Truck 1WT

Cottageville, SC

Fair PriceModerate · 23
$10,220Mileage not verified

Market: $9,805 – $24,900

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Cottageville, SC

2006 Toyota Tacoma Base

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

2006 Toyota Tacoma Base

Aiken, SC

Unscored
$10,500184,272 mi

Comparison: 6 similar vehicles

Aiken, SC

2015 Chevrolet Silverado 1500 Work Truck 1WT

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

2015 Chevrolet Silverado 1500 Work Truck 1WT

Beaufort, SC

Unscored
$10,996111,971 mi

Comparison: 6 similar vehicles

Beaufort, SC

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Cottageville, SC

Fair PriceModerate · 23
$11,220110,209 mi

Market: $3,900 – $18,900

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Cottageville, SC

2012 Nissan Frontier SV

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

2012 Nissan Frontier SV

Beaufort, SC

Unscored
$11,385154,486 mi

Comparison: 11 similar vehicles

Beaufort, SC

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Aiken, SC

Unscored
$11,995196,479 mi

Comparison: 28 similar vehicles

Aiken, SC

2013 Toyota Tacoma Base

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

2013 Toyota Tacoma Base

Cottageville, SC

Unscored
$12,220225,592 mi

Comparison: 10 similar vehicles

Cottageville, SC

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

Orangeburg, SC

Unscored
$12,455156,050 mi

Comparison: 26 similar vehicles

Orangeburg, SC

No Photo

2016 Ford F-150 XLT

Orangeburg, SC

Unscored
$12,550193,078 mi

Comparison: 257 similar vehicles

Orangeburg, SC

2013 Ford F-150 FX2

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

2013 Ford F-150 FX2

Cottageville, SC

UnscoredInsufficient · 4
$12,725144,863 mi

Comparison: 4 similar vehicles

Cottageville, SC

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Summerville, SC

Unscored
$12,900169,095 mi

Comparison: 14 similar vehicles

Summerville, SC

No Photo

2017 Ford F-150 XLT

Orangeburg, SC

Unscored
$13,195205,293 mi

Comparison: 145 similar vehicles

Orangeburg, SC

2018 Nissan Frontier S

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

2018 Nissan Frontier S

Cottageville, SC

Great DealLimited · 10
$13,22089,835 mi

Market: $16,223 – $16,797

Comparison: 10 similar vehicles

Competitively priced ~19% below the typical range compared to similar vehicles · 17 days listed (based on current market benchmarks)

Cottageville, SC

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

Summerville, SC

Unscored
$13,299154,103 mi

Comparison: 6 similar vehicles

Summerville, SC

2009 Toyota Tacoma PreRunner

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

2009 Toyota Tacoma PreRunner

Aiken, SC

Unscored
$13,800208,451 mi

Comparison: 9 similar vehicles

Aiken, SC

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

Summerville, SC

Fair PriceLimited · 10
$13,90097,758 mi

Market: $8,997 – $14,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Summerville, SC

2011 Chevrolet Colorado 2LT

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

2011 Chevrolet Colorado 2LT

Aiken, SC

UnscoredInsufficient · 0
$13,900100,537 mi

Aiken, SC

2013 RAM 1500 Pickup Express

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

2013 RAM 1500 Pickup Express

Summerville, SC

Unscored
$13,995190,827 mi

Comparison: 5 similar vehicles

Summerville, SC

2017 GMC Sierra 1500 Base

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

2017 GMC Sierra 1500 Base

Eutawville, SC

Unscored
$14,000125,473 mi

Comparison: 8 similar vehicles

Eutawville, SC

No Photo

2008 Nissan Frontier LE

Bamberg, SC

UnscoredInsufficient · 0
$14,094110,241 mi

Bamberg, SC

No Photo

2015 Ford F-150 XL

Orangeburg, SC

Unscored
$14,800121,495 mi

Comparison: 38 similar vehicles

Orangeburg, SC

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

Summerville, SC

Unscored
$14,900163,107 mi

Comparison: 27 similar vehicles

Summerville, SC

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

Summerville, SC

Unscored
$14,900136,034 mi

Comparison: 13 similar vehicles

Summerville, SC

2014 Toyota Tacoma Base

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

2014 Toyota Tacoma Base

Aiken, SC

UnscoredInsufficient · 4
$14,900210,158 mi

Comparison: 4 similar vehicles

Aiken, SC

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

Cottageville, SC

Unscored
$15,220188,101 mi

Comparison: 5 similar vehicles

Cottageville, SC

2016 Nissan Titan XD SL

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

2016 Nissan Titan XD SL

Gaston, SC

Fair PriceModerate · 23
$15,225100,867 mi

Market: $8,900 – $29,500

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Gaston, SC

2019 Nissan Frontier SV

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

2019 Nissan Frontier SV

Summerville, SC

Unscored
$15,50094,940 mi

Comparison: 8 similar vehicles

Summerville, SC

2012 RAM 4500 Chassis Cab ST

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

2012 RAM 4500 Chassis Cab ST

Orangeburg, SC

Unscored
$15,669148,143 mi

Comparison: 5 similar vehicles

Orangeburg, SC

2001 Dodge Ram Pickup ST

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

2001 Dodge Ram Pickup ST

Summerville, SC

UnscoredInsufficient · 0
$15,900204,901 mi

Summerville, SC

2016 RAM 1500 Pickup Express

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

2016 RAM 1500 Pickup Express

Beaufort, SC

Fair PriceLimited · 18
$16,13678,041 mi

Market: $9,720 – $20,899

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Beaufort, SC

No Photo

2013 GMC Sierra 1500 SLE

Beaufort, SC

OverpricedModerate · 23
$16,500102,000 mi

Market: $4,999 – $15,995

Comparison: 23 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Beaufort, SC

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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