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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

1,708 listings found

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Paradise, CA

UnscoredInsufficient · 0
$3,999173,462 mi

Paradise, CA

No Photo

2008 Ford Edge SEL

Anderson, CA

UnscoredInsufficient · 3
$3,999189,589 mi

Comparison: 3 similar vehicles

Anderson, CA

2004 Ford Explorer Eddie Bauer

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

2004 Ford Explorer Eddie Bauer

Anderson, CA

UnscoredInsufficient · 0
$3,999163,999 mi

Anderson, CA

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Paradise, CA

UnscoredInsufficient · 4
$4,995192,803 mi

Comparison: 4 similar vehicles

Paradise, CA

2009 Hyundai Santa Fe GLS

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

2009 Hyundai Santa Fe GLS

Anderson, CA

UnscoredInsufficient · 0
$4,999150,014 mi

Anderson, CA

No Photo

2007 Saturn VUE 3.5L

Anderson, CA

UnscoredInsufficient · 0
$4,999120,997 mi

Anderson, CA

2004 Saturn VUE Base

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

2004 Saturn VUE Base

Anderson, CA

UnscoredInsufficient · 0
$4,999119,129 mi

Anderson, CA

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Chico, CA

UnscoredLimited · 11
$5,995213,968 mi

Comparison: 11 similar vehicles

Chico, CA

2011 Audi Q5 Premium

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

2011 Audi Q5 Premium

Chico, CA

UnscoredLimited · 7
$5,995108,423 mi

Comparison: 7 similar vehicles

Chico, CA

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Anderson, CA

UnscoredLimited · 6
$5,999150,930 mi

Comparison: 6 similar vehicles

Anderson, CA

No Photo

2010 Chevrolet Traverse 2LT

Anderson, CA

UnscoredInsufficient · 0
$5,999147,695 mi

Anderson, CA

No Photo

2003 Honda Pilot EX

Anderson, CA

UnscoredInsufficient · 0
$5,999131,057 mi

Anderson, CA

2011 Mazda CX-9 Grand Touring

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

2011 Mazda CX-9 Grand Touring

Paradise, CA

UnscoredInsufficient · 4
$6,495181,713 mi

Comparison: 4 similar vehicles

Paradise, CA

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Redding, CA

UnscoredInsufficient · 4
$6,700263,857 mi

Comparison: 4 similar vehicles

Redding, CA

2007 Mercedes-Benz GL-Class GL450

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

2007 Mercedes-Benz GL-Class GL450

Anderson, CA

UnscoredInsufficient · 0
$6,888141,209 mi

Anderson, CA

2019 Dodge Journey Crossroad

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

2019 Dodge Journey Crossroad

Paradise, CA

UnscoredInsufficient · 0
$6,995140,926 mi

Paradise, CA

2014 Ford Escape SE

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

2014 Ford Escape SE

Paradise, CA

UnscoredModerate · 30
$6,995128,098 mi

Comparison: 30 similar vehicles

Paradise, CA

2014 Chevrolet Captiva Sport LTZ

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

2014 Chevrolet Captiva Sport LTZ

Chico, CA

UnscoredInsufficient · 0
$6,995Mileage not verified

Chico, CA

2014 BMW X3 xDrive28i

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

2014 BMW X3 xDrive28i

Paradise, CA

UnscoredModerate · 32
$6,995120,086 mi

Comparison: 32 similar vehicles

Paradise, CA

2012 Nissan Xterra X

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

2012 Nissan Xterra X

Chico, CA

UnscoredInsufficient · 0
$6,995129,267 mi

Chico, CA

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Chico, CA

UnscoredInsufficient · 4
$6,995126,323 mi

Comparison: 4 similar vehicles

Chico, CA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Anderson, CA

UnscoredLimited · 7
$6,999139,637 mi

Comparison: 7 similar vehicles

Anderson, CA

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Chico, CA

UnscoredInsufficient · 0
$7,115204,622 mi

Chico, CA

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Chico, CA

UnscoredInsufficient · 3
$7,115155,348 mi

Comparison: 3 similar vehicles

Chico, CA

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Chico, CA

UnscoredInsufficient · 0
$7,115215,695 mi

Chico, CA

2008 Ford Escape Hybrid

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

2008 Ford Escape Hybrid

Chico, CA

UnscoredLimited · 5
$7,115178,669 mi

Comparison: 5 similar vehicles

Chico, CA

2002 Mitsubishi Montero LTD

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

2002 Mitsubishi Montero LTD

Chico, CA

UnscoredInsufficient · 0
$7,115183,261 mi

Chico, CA

2019 Mitsubishi Outlander SE

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

2019 Mitsubishi Outlander SE

Redding, CA

UnscoredInsufficient · 0
$7,995155,868 mi

Redding, CA

2017 Jeep Compass Latitude

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

2017 Jeep Compass Latitude

Redding, CA

UnscoredLimited · 10
$7,995194,298 mi

Comparison: 10 similar vehicles

Redding, CA

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Redding, CA

UnscoredLimited · 8
$7,995131,522 mi

Comparison: 8 similar vehicles

Redding, CA

2014 Hyundai Santa Fe Sport

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

2014 Hyundai Santa Fe Sport

Chico, CA

UnscoredInsufficient · 3
$7,995145,563 mi

Comparison: 3 similar vehicles

Chico, CA

2013 Subaru XV Crosstrek Premium

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

2013 Subaru XV Crosstrek Premium

Redding, CA

UnscoredLimited · 10
$7,995177,557 mi

Comparison: 10 similar vehicles

Redding, CA

2010 Subaru Forester X Premium

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

2010 Subaru Forester X Premium

Paradise, CA

UnscoredLimited · 7
$7,995115,796 mi

Comparison: 7 similar vehicles

Paradise, CA

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Chico, CA

UnscoredLimited · 5
$7,995109,950 mi

Comparison: 5 similar vehicles

Chico, CA

2009 Toyota RAV4 Limited

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

2009 Toyota RAV4 Limited

Chico, CA

UnscoredInsufficient · 4
$7,995252,095 mi

Comparison: 4 similar vehicles

Chico, CA

No Photo

2016 Ford Escape SE

Anderson, CA

UnscoredLimited · 16
$7,999120,217 mi

Comparison: 16 similar vehicles

Anderson, CA

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Orland, CA

UnscoredLimited · 6
$8,065129,568 mi

Comparison: 6 similar vehicles

Orland, CA

2012 Honda CR-V LX

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

2012 Honda CR-V LX

Chico, CA

UnscoredLimited · 8
$8,500148,735 mi

Comparison: 8 similar vehicles

Chico, CA

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Corning, CA

UnscoredInsufficient · 3
$8,900110,629 mi

Comparison: 3 similar vehicles

Corning, CA

2018 Jeep Compass Trailhawk

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

2018 Jeep Compass Trailhawk

Corning, CA

UnscoredLimited · 5
$8,900150,267 mi

Comparison: 5 similar vehicles

Corning, CA

2018 INFINITI QX60 Base

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

2018 INFINITI QX60 Base

Corning, CA

UnscoredLimited · 19
$8,900154,262 mi

Comparison: 19 similar vehicles

Corning, CA

2008 Ford Explorer XLT

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

2008 Ford Explorer XLT

Chico, CA

UnscoredInsufficient · 0
$8,988135,862 mi

Chico, CA

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Chico, CA

UnscoredInsufficient · 0
$8,995107,902 mi

Chico, CA

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Chico, CA

UnscoredLimited · 10
$8,995140,733 mi

Comparison: 10 similar vehicles

Chico, CA

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Redding, CA

UnscoredInsufficient · 0
$8,995132,289 mi

Redding, CA

2010 GMC Terrain SLE-1

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

2010 GMC Terrain SLE-1

Chico, CA

UnscoredInsufficient · 0
$8,99598,812 mi

Chico, CA

No Photo

2017 Dodge Journey SXT

Anderson, CA

UnscoredLimited · 6
$8,999143,072 mi

Comparison: 6 similar vehicles

Anderson, CA

No Photo

2011 Dodge Durango Citadel

Anderson, CA

UnscoredInsufficient · 0
$8,999159,282 mi

Anderson, CA

2010 Toyota Venza Base

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

2010 Toyota Venza Base

Redding, CA

UnscoredInsufficient · 3
$9,000180,072 mi

Comparison: 3 similar vehicles

Redding, CA

2004 Toyota Highlander Limited

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

2004 Toyota Highlander Limited

Redding, CA

UnscoredInsufficient · 0
$9,000175,089 mi

Redding, CA

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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