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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 19, 2026

6M+

Unique vehicles analyzed

as of October 19, 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

3,293 listings found

2008 Ford F-150 XL

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

2008 Ford F-150 XL

Kahului, HI

UnscoredInsufficient · 0
$3,590143,771 mi

Kahului, HI

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Aiea, HI

UnscoredInsufficient · 0
$3,900200,815 mi

Aiea, HI

2009 GMC Sierra 1500 SLE

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

2009 GMC Sierra 1500 SLE

Honolulu, HI

UnscoredInsufficient · 0
$4,995220,403 mi

Honolulu, HI

2002 Ford Ranger XLT FX4

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

2002 Ford Ranger XLT FX4

Pearl City, HI

UnscoredInsufficient · 0
$4,995147,831 mi

Pearl City, HI

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Honolulu, HI

UnscoredInsufficient · 0
$5,690182,389 mi

Honolulu, HI

2010 Chevrolet Avalanche LT

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

2010 Chevrolet Avalanche LT

Honolulu, HI

UnscoredInsufficient · 0
$6,287198,377 mi

Honolulu, HI

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

Aiea, HI

UnscoredInsufficient · 0
$6,900137,500 mi

Aiea, HI

2008 Toyota Tacoma PreRunner

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

2008 Toyota Tacoma PreRunner

Pearl City, HI

UnscoredInsufficient · 3
$6,995357,501 mi

Comparison: 3 similar vehicles

Pearl City, HI

2001 Ford Explorer Sport Trac Base

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

2001 Ford Explorer Sport Trac Base

Honolulu, HI

UnscoredInsufficient · 0
$6,999174,353 mi

Honolulu, HI

2007 Toyota Tacoma Base

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

2007 Toyota Tacoma Base

Lihue, HI

UnscoredInsufficient · 0
$7,08556,397 mi

Lihue, HI

2018 Nissan Frontier SV

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

2018 Nissan Frontier SV

Honolulu, HI

UnscoredLimited · 12
$7,995188,982 mi

Comparison: 12 similar vehicles

Honolulu, HI

2007 Nissan Frontier Nismo

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

2007 Nissan Frontier Nismo

Lihue, HI

UnscoredInsufficient · 0
$8,470214,012 mi

Lihue, HI

2001 Chevrolet Silverado LS

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

2001 Chevrolet Silverado LS

Honolulu, HI

UnscoredInsufficient · 0
$8,500150,180 mi

Honolulu, HI

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

Wahiawa, HI

UnscoredInsufficient · 0
$8,59539,768 mi

Wahiawa, HI

2005 Toyota Tacoma PreRunner

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

2005 Toyota Tacoma PreRunner

Honolulu, HI

UnscoredInsufficient · 0
$8,595260,667 mi

Honolulu, HI

2008 Nissan Titan SE

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

2008 Nissan Titan SE

Honolulu, HI

UnscoredInsufficient · 0
$8,90092,049 mi

Honolulu, HI

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

Waipahu, HI

UnscoredInsufficient · 0
$8,995169,213 mi

Waipahu, HI

2006 Honda Ridgeline RTS

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

2006 Honda Ridgeline RTS

Kailua-Kona, HI

UnscoredInsufficient · 0
$8,995167,502 mi

Kailua-Kona, HI

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

Kahului, HI

UnscoredInsufficient · 0
$9,471145,213 mi

Kahului, HI

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Kailua-Kona, HI

UnscoredInsufficient · 0
$9,606185,264 mi

Kailua-Kona, HI

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

Kaneohe, HI

UnscoredInsufficient · 0
$9,715119,012 mi

Kaneohe, HI

2004 Chevrolet Silverado 2500HD LS

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

2004 Chevrolet Silverado 2500HD LS

Honolulu, HI

UnscoredInsufficient · 0
$9,900218,737 mi

Honolulu, HI

2008 Ford Ranger XLT

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

2008 Ford Ranger XLT

Wahiawa, HI

UnscoredInsufficient · 0
$9,95041,602 mi

Wahiawa, HI

2016 Nissan Frontier SV

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

2016 Nissan Frontier SV

Pearl City, HI

UnscoredInsufficient · 3
$9,995147,797 mi

Comparison: 3 similar vehicles

Pearl City, HI

2006 Toyota Tacoma PreRunner

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

2006 Toyota Tacoma PreRunner

Kihei, HI

UnscoredInsufficient · 4
$9,995192,350 mi

Comparison: 4 similar vehicles

Kihei, HI

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Waipahu, HI

UnscoredInsufficient · 0
$10,10593,978 mi

Waipahu, HI

2014 Chevrolet Silverado 1500 Work Truck 1WT

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

2014 Chevrolet Silverado 1500 Work Truck 1WT

Honolulu, HI

UnscoredInsufficient · 0
$10,500140,916 mi

Honolulu, HI

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

Pearl City, HI

UnscoredInsufficient · 0
$10,500162,851 mi

Pearl City, HI

2007 Toyota Tundra SR5

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

2007 Toyota Tundra SR5

Kahului, HI

UnscoredInsufficient · 0
$10,50093,405 mi

Kahului, HI

2011 Nissan Frontier S

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

2011 Nissan Frontier S

Hilo, HI

UnscoredInsufficient · 0
$10,967102,391 mi

Hilo, HI

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

Kaneohe, HI

UnscoredInsufficient · 0
$10,990147,992 mi

Kaneohe, HI

2010 Ford Ranger Sport

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

2010 Ford Ranger Sport

Kaneohe, HI

UnscoredInsufficient · 0
$10,990106,907 mi

Kaneohe, HI

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

Honolulu, HI

UnscoredInsufficient · 0
$10,995190,447 mi

Honolulu, HI

2005 GMC Canyon Z85 SLE/SB

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

2005 GMC Canyon Z85 SLE/SB

Kailua-Kona, HI

UnscoredInsufficient · 0
$10,995160,881 mi

Kailua-Kona, HI

2012 RAM 1500 Pickup Tradesman

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

2012 RAM 1500 Pickup Tradesman

Honolulu, HI

UnscoredInsufficient · 0
$10,999135,682 mi

Honolulu, HI

2005 Toyota Tacoma PreRunner

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

2005 Toyota Tacoma PreRunner

Honolulu, HI

UnscoredInsufficient · 0
$11,50099,966 mi

Honolulu, HI

2010 Toyota Tacoma Base

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

2010 Toyota Tacoma Base

Honolulu, HI

Salvage title
$11,900118,846 mi

Honolulu, HI

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

Wahiawa, HI

UnscoredInsufficient · 0
$11,99526,920 mi

Wahiawa, HI

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

Wahiawa, HI

UnscoredInsufficient · 0
$11,99526,473 mi

Wahiawa, HI

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

Wahiawa, HI

UnscoredInsufficient · 0
$11,99526,522 mi

Wahiawa, HI

2009 Dodge Ram 1500 Pickup SLT

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

2009 Dodge Ram 1500 Pickup SLT

Honolulu, HI

UnscoredInsufficient · 0
$11,99594,161 mi

Honolulu, HI

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

Pearl City, HI

UnscoredInsufficient · 0
$11,99585,389 mi

Pearl City, HI

2007 Toyota Tacoma PreRunner

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

2007 Toyota Tacoma PreRunner

Honolulu, HI

UnscoredInsufficient · 0
$11,995120,321 mi

Honolulu, HI

No Photo

2010 Chevrolet Silverado 1500 LT

Wahiawa, HI

UnscoredInsufficient · 0
$12,640157,857 mi

Wahiawa, HI

2010 Nissan Frontier SE

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

2010 Nissan Frontier SE

Honolulu, HI

UnscoredInsufficient · 0
$12,70098,601 mi

Honolulu, HI

2015 Chevrolet Colorado Work Truck

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

2015 Chevrolet Colorado Work Truck

Honolulu, HI

UnscoredInsufficient · 0
$12,99564,633 mi

Honolulu, HI

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

Wahiawa, HI

UnscoredInsufficient · 0
$12,99520,884 mi

Wahiawa, HI

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

Honolulu, HI

UnscoredInsufficient · 0
$12,995125,000 mi

Honolulu, HI

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

Waipahu, HI

UnscoredInsufficient · 4
$12,995112,079 mi

Comparison: 4 similar vehicles

Waipahu, HI

2012 Nissan Frontier SV

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

2012 Nissan Frontier SV

Pearl City, HI

UnscoredInsufficient · 0
$12,995125,151 mi

Pearl City, HI

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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