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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 11, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

96 listings found

2003 Subaru Outback Base

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

2003 Subaru Outback Base

Grass Valley, CA

UnscoredInsufficient · 0
$3,290162,134 mi

Grass Valley, CA

2000 Mercedes-Benz E-Class E320 4matic Sedan

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

2000 Mercedes-Benz E-Class E320 4matic Sedan

Grass Valley, CA

UnscoredInsufficient · 0
$4,125213,804 mi

Grass Valley, CA

2004 Toyota Sienna LE

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

2004 Toyota Sienna LE

Grass Valley, CA

Unscored
$4,165267,654 mi

Comparison: 5 similar vehicles

Grass Valley, CA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Grass Valley, CA

UnscoredInsufficient · 4
$4,425279,811 mi

Comparison: 4 similar vehicles

Grass Valley, CA

2010 Subaru Outback I Premium

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

2010 Subaru Outback I Premium

Grass Valley, CA

Unscored
$4,525196,836 mi

Comparison: 5 similar vehicles

Grass Valley, CA

2003 Chevrolet Tracker Base

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

2003 Chevrolet Tracker Base

Grass Valley, CA

UnscoredInsufficient · 0
$4,725Mileage not verified

Grass Valley, CA

2001 Toyota Highlander Base

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

2001 Toyota Highlander Base

Grass Valley, CA

UnscoredInsufficient · 3
$4,825Mileage not verified

Comparison: 3 similar vehicles

Grass Valley, CA

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Grass Valley, CA

Unscored
$4,925196,385 mi

Comparison: 8 similar vehicles

Grass Valley, CA

2009 Honda Odyssey EX-L

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

2009 Honda Odyssey EX-L

Grass Valley, CA

Salvage title
$4,999159,483 mi

Grass Valley, CA

2003 Toyota Sequoia SR5

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

2003 Toyota Sequoia SR5

Grass Valley, CA

UnscoredInsufficient · 0
$4,999141,646 mi

Grass Valley, CA

2011 Jeep Compass Latitude

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

2011 Jeep Compass Latitude

Grass Valley, CA

UnscoredInsufficient · 0
$5,125127,743 mi

Grass Valley, CA

2006 Dodge Durango SLT

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

2006 Dodge Durango SLT

Grass Valley, CA

UnscoredInsufficient · 0
$5,125226,800 mi

Grass Valley, CA

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Grass Valley, CA

Unscored
$5,165140,102 mi

Comparison: 12 similar vehicles

Grass Valley, CA

2006 Pontiac G6 GT

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

2006 Pontiac G6 GT

Grass Valley, CA

UnscoredInsufficient · 0
$5,165122,014 mi

Grass Valley, CA

2004 Honda Pilot EX

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

2004 Honda Pilot EX

Grass Valley, CA

UnscoredInsufficient · 4
$5,165238,332 mi

Comparison: 4 similar vehicles

Grass Valley, CA

2010 Nissan Xterra SE

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

2010 Nissan Xterra SE

Grass Valley, CA

UnscoredInsufficient · 0
$5,525231,372 mi

Grass Valley, CA

2014 Nissan Altima S

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

2014 Nissan Altima S

Grass Valley, CA

Unscored
$5,625135,187 mi

Comparison: 19 similar vehicles

Grass Valley, CA

2013 Audi A3 Premium

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

2013 Audi A3 Premium

Grass Valley, CA

UnscoredInsufficient · 0
$5,895163,553 mi

Grass Valley, CA

2007 Toyota RAV4 Limited

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

2007 Toyota RAV4 Limited

Grass Valley, CA

UnscoredInsufficient · 0
$5,925231,367 mi

Grass Valley, CA

2003 Acura MDX Touring Package

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

2003 Acura MDX Touring Package

Grass Valley, CA

UnscoredInsufficient · 0
$5,925174,459 mi

Grass Valley, CA

2007 Subaru Outback I Basic

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

2007 Subaru Outback I Basic

Grass Valley, CA

UnscoredInsufficient · 0
$6,125185,800 mi

Grass Valley, CA

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Grass Valley, CA

Unscored
$6,423129,200 mi

Comparison: 12 similar vehicles

Grass Valley, CA

2016 Hyundai Santa Fe Sport

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

2016 Hyundai Santa Fe Sport

Grass Valley, CA

Unscored
$6,425176,524 mi

Comparison: 10 similar vehicles

Grass Valley, CA

2015 Subaru Outback Base

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

2015 Subaru Outback Base

Grass Valley, CA

Unscored
$6,425212,490 mi

Comparison: 5 similar vehicles

Grass Valley, CA

2013 Subaru Forester X

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

2013 Subaru Forester X

Grass Valley, CA

Unscored
$6,675144,165 mi

Comparison: 5 similar vehicles

Grass Valley, CA

2006 Ford F-150 FX4

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

2006 Ford F-150 FX4

Grass Valley, CA

UnscoredInsufficient · 4
$6,675198,300 mi

Comparison: 4 similar vehicles

Grass Valley, CA

2003 Honda Element EX

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

2003 Honda Element EX

Grass Valley, CA

Unscored
$7,125233,547 mi

Comparison: 6 similar vehicles

Grass Valley, CA

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Grass Valley, CA

UnscoredInsufficient · 3
$7,998107,065 mi

Comparison: 3 similar vehicles

Grass Valley, CA

2009 Nissan Pathfinder LE

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

2009 Nissan Pathfinder LE

Grass Valley, CA

UnscoredInsufficient · 0
$7,99887,610 mi

Grass Valley, CA

2016 Hyundai Tucson SE

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

2016 Hyundai Tucson SE

Grass Valley, CA

Unscored
$8,125132,602 mi

Comparison: 18 similar vehicles

Grass Valley, CA

2008 Jeep Liberty Limited

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

2008 Jeep Liberty Limited

Grass Valley, CA

UnscoredInsufficient · 0
$8,99860,268 mi

Grass Valley, CA

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Grass Valley, CA

UnscoredInsufficient · 0
$8,99888,133 mi

Grass Valley, CA

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Grass Valley, CA

UnscoredInsufficient · 0
$9,99859,879 mi

Grass Valley, CA

2010 Subaru Outback 3.6R Limited

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

2010 Subaru Outback 3.6R Limited

Grass Valley, CA

UnscoredInsufficient · 0
$9,998114,184 mi

Grass Valley, CA

2017 Jeep Renegade Altitude Package

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

2017 Jeep Renegade Altitude Package

Grass Valley, CA

UnscoredInsufficient · 3
$11,99868,733 mi

Comparison: 3 similar vehicles

Grass Valley, CA

2016 Ford Focus SE

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

2016 Ford Focus SE

Grass Valley, CA

UnscoredInsufficient · 0
$11,99821,183 mi

Grass Valley, CA

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Grass Valley, CA

UnscoredInsufficient · 4
$12,49887,401 mi

Comparison: 4 similar vehicles

Grass Valley, CA

2004 Ford Thunderbird Deluxe

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

2004 Ford Thunderbird Deluxe

Grass Valley, CA

UnscoredInsufficient · 3
$12,90086,379 mi

Comparison: 3 similar vehicles

Grass Valley, CA

2003 Cadillac Escalade Base

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

2003 Cadillac Escalade Base

Grass Valley, CA

UnscoredInsufficient · 0
$12,99786,198 mi

Grass Valley, CA

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Grass Valley, CA

UnscoredInsufficient · 0
$12,99859,412 mi

Grass Valley, CA

2006 Jeep Grand Cherokee Overland

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

2006 Jeep Grand Cherokee Overland

Grass Valley, CA

UnscoredInsufficient · 0
$12,99838,907 mi

Grass Valley, CA

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Grass Valley, CA

Unscored
$12,99866,380 mi

Comparison: 5 similar vehicles

Grass Valley, CA

1996 Ford Mustang

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

1996 Ford Mustang

Grass Valley, CA

UnscoredInsufficient · 0
$13,90028,874 mi

Grass Valley, CA

2018 Ford Escape SE

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

2018 Ford Escape SE

Grass Valley, CA

UnscoredInsufficient · 0
$13,99852,514 mi

Grass Valley, CA

2017 Ford Escape SE

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

2017 Ford Escape SE

Grass Valley, CA

Unscored
$13,99856,650 mi

Comparison: 9 similar vehicles

Grass Valley, CA

2016 Subaru Forester i Limited

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

2016 Subaru Forester i Limited

Grass Valley, CA

Fair PriceLimited · 17
$13,998108,760 mi

Market: $6,900 – $20,348

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Grass Valley, CA

2015 Jeep Grand Cherokee Laredo

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

2015 Jeep Grand Cherokee Laredo

Grass Valley, CA

UnscoredInsufficient · 4
$13,99883,832 mi

Comparison: 4 similar vehicles

Grass Valley, CA

2012 Honda Civic LX

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

2012 Honda Civic LX

Grass Valley, CA

OverpricedLimited · 11
$13,99883,322 mi

Market: $7,814 – $10,107

Comparison: 11 similar vehicles

Priced ~38% above the typical market range for similar vehicles (based on current market benchmarks)

Grass Valley, CA

2009 Honda CR-V LX

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

2009 Honda CR-V LX

Grass Valley, CA

UnscoredInsufficient · 0
$13,99852,794 mi

Grass Valley, CA

2006 Toyota Sienna LE

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

2006 Toyota Sienna LE

Grass Valley, CA

Unscored
$13,99884,631 mi

Comparison: 9 similar vehicles

Grass Valley, CA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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