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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 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

1,455 listings found

2002 Nissan Pathfinder LE

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

2002 Nissan Pathfinder LE

Cottonwood, AZ

UnscoredInsufficient · 0
$1,894151,538 mi

Cottonwood, AZ

No Photo

2011 Toyota Venza Base

Cottonwood, AZ

UnscoredInsufficient · 4
$4,850Mileage not verified

Comparison: 4 similar vehicles

Cottonwood, AZ

No Photo

1998 Toyota 4Runner V6 LIMITED

Cottonwood, AZ

UnscoredInsufficient · 0
$5,850314,793 mi

Cottonwood, AZ

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Prescott Valley, AZ

UnscoredInsufficient · 0
$5,995167,363 mi

Prescott Valley, AZ

No Photo

2015 Ford Escape SE

Cottonwood, AZ

UnscoredLimited · 11
$7,888188,548 mi

Comparison: 11 similar vehicles

Cottonwood, AZ

2016 Volkswagen Tiguan SEL

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

2016 Volkswagen Tiguan SEL

Cottonwood, AZ

UnscoredInsufficient · 0
$8,020123,330 mi

Cottonwood, AZ

2017 Ford Escape SE

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

2017 Ford Escape SE

Prescott, AZ

UnscoredRobust · 60
$8,249140,070 mi

Comparison: 60 similar vehicles

Prescott, AZ

2017 Kia Sportage EX

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

2017 Kia Sportage EX

Prescott Valley, AZ

UnscoredLimited · 7
$8,399145,268 mi

Comparison: 7 similar vehicles

Prescott Valley, AZ

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Prescott Valley, AZ

UnscoredModerate · 29
$8,494137,107 mi

Comparison: 29 similar vehicles

Prescott Valley, AZ

2016 Buick Encore Base

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

2016 Buick Encore Base

Prescott, AZ

UnscoredLimited · 9
$8,700123,357 mi

Comparison: 9 similar vehicles

Prescott, AZ

No Photo

2014 Jeep Cherokee Latitude

Cottonwood, AZ

UnscoredLimited · 6
$8,888136,244 mi

Comparison: 6 similar vehicles

Cottonwood, AZ

2016 Chevrolet Equinox LTZ

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

2016 Chevrolet Equinox LTZ

Cottonwood, AZ

UnscoredInsufficient · 0
$8,900141,003 mi

Cottonwood, AZ

2020 Jeep Renegade Altitude

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

2020 Jeep Renegade Altitude

Prescott, AZ

UnscoredModerate · 21
$8,944160,907 mi

Comparison: 21 similar vehicles

Prescott, AZ

2011 Lincoln MKX Base

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

2011 Lincoln MKX Base

Cottonwood, AZ

UnscoredInsufficient · 0
$9,475158,792 mi

Cottonwood, AZ

2013 Mazda CX-9 Grand Touring

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

2013 Mazda CX-9 Grand Touring

Prescott, AZ

UnscoredInsufficient · 0
$9,494110,533 mi

Prescott, AZ

2007 Chevrolet Suburban LT

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

2007 Chevrolet Suburban LT

Cottonwood, AZ

UnscoredInsufficient · 0
$9,500112,749 mi

Cottonwood, AZ

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Wickenburg, AZ

UnscoredLimited · 9
$9,58597,857 mi

Comparison: 9 similar vehicles

Wickenburg, AZ

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Prescott Valley, AZ

UnscoredModerate · 24
$9,599121,356 mi

Comparison: 24 similar vehicles

Prescott Valley, AZ

2003 Honda Element EX

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

2003 Honda Element EX

Prescott, AZ

UnscoredInsufficient · 0
$9,700153,746 mi

Prescott, AZ

2005 GMC Yukon SLE

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

2005 GMC Yukon SLE

Prescott, AZ

UnscoredInsufficient · 0
$9,945191,143 mi

Prescott, AZ

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Prescott, AZ

Fair PriceModerate · 35
$9,99580,979 mi

Market: $5,600 – $14,290

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Prescott, AZ

2014 Subaru Forester i Limited

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

2014 Subaru Forester i Limited

Black Canyon City, AZ

UnscoredLimited · 6
$9,995128,716 mi

Comparison: 6 similar vehicles

Black Canyon City, AZ

2018 Jeep Cherokee Latitude

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

2018 Jeep Cherokee Latitude

Cottonwood, AZ

UnscoredModerate · 23
$10,598146,598 mi

Comparison: 23 similar vehicles

Cottonwood, AZ

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Cottonwood, AZ

UnscoredInsufficient · 0
$10,59899,038 mi

Cottonwood, AZ

2018 Nissan Murano SV

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

2018 Nissan Murano SV

Prescott Valley, AZ

UnscoredInsufficient · 4
$10,599103,108 mi

Comparison: 4 similar vehicles

Prescott Valley, AZ

2011 Jeep Grand Cherokee Limited

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

2011 Jeep Grand Cherokee Limited

Prescott Valley, AZ

UnscoredInsufficient · 3
$10,599119,225 mi

Comparison: 3 similar vehicles

Prescott Valley, AZ

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Cottonwood, AZ

UnscoredInsufficient · 4
$10,88892,245 mi

Comparison: 4 similar vehicles

Cottonwood, AZ

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

Cottonwood, AZ

UnscoredInsufficient · 0
$10,90086,776 mi

Cottonwood, AZ

2020 Jeep Renegade North

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

2020 Jeep Renegade North

Prescott, AZ

UnscoredInsufficient · 0
$11,249110,958 mi

Prescott, AZ

2017 Hyundai Tucson Eco

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

2017 Hyundai Tucson Eco

Cottonwood, AZ

UnscoredLimited · 7
$11,50383,625 mi

Comparison: 7 similar vehicles

Cottonwood, AZ

2018 Kia Sorento LX

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

2018 Kia Sorento LX

Prescott Valley, AZ

Fair PriceLimited · 16
$11,599103,181 mi

Market: $8,977 – $16,496

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Prescott Valley, AZ

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Prescott Valley, AZ

Fair PriceModerate · 32
$11,599104,022 mi

Market: $4,995 – $13,495

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Prescott Valley, AZ

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Cottonwood, AZ

UnscoredModerate · 21
$11,688137,172 mi

Comparison: 21 similar vehicles

Cottonwood, AZ

2011 Hyundai Santa Fe SE

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

2011 Hyundai Santa Fe SE

Cottonwood, AZ

UnscoredInsufficient · 0
$11,995124,477 mi

Cottonwood, AZ

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Wickenburg, AZ

Fair PriceRobust · 79
$12,082117,130 mi

Market: $8,999 – $25,495

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Wickenburg, AZ

2017 Chevrolet Equinox Premier

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

2017 Chevrolet Equinox Premier

Prescott, AZ

UnscoredInsufficient · 3
$12,36996,967 mi

Comparison: 3 similar vehicles

Prescott, AZ

2017 Ford Escape SE

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

2017 Ford Escape SE

Wickenburg, AZ

Fair PriceRobust · 56
$12,46863,005 mi

Market: $4,900 – $15,995

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Wickenburg, AZ

2015 Chevrolet Tahoe LS

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

2015 Chevrolet Tahoe LS

Prescott, AZ

UnscoredInsufficient · 0
$12,700171,204 mi

Prescott, AZ

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Prescott, AZ

UnscoredModerate · 24
$12,700161,799 mi

Comparison: 24 similar vehicles

Prescott, AZ

No Photo

2012 Toyota RAV4 Base

Cottonwood, AZ

UnscoredLimited · 5
$12,777134,171 mi

Comparison: 5 similar vehicles

Cottonwood, AZ

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Cottonwood, AZ

UnscoredLimited · 9
$12,888131,540 mi

Comparison: 9 similar vehicles

Cottonwood, AZ

No Photo

2011 Honda CR-V EX-L

Cottonwood, AZ

UnscoredLimited · 5
$12,995174,128 mi

Comparison: 5 similar vehicles

Cottonwood, AZ

2004 Jeep Wrangler X

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

2004 Jeep Wrangler X

Cottonwood, AZ

UnscoredInsufficient · 0
$12,995138,929 mi

Cottonwood, AZ

2017 Acura RDX Base

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

2017 Acura RDX Base

Prescott Valley, AZ

UnscoredInsufficient · 0
$13,199140,355 mi

Prescott Valley, AZ

2020 Ford Ecosport SE

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

2020 Ford Ecosport SE

Wickenburg, AZ

Fair PriceLimited · 13
$13,21461,863 mi

Market: $4,900 – $15,495

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Wickenburg, AZ

2014 Honda CR-V EX

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

2014 Honda CR-V EX

Prescott Valley, AZ

UnscoredLimited · 9
$13,499128,923 mi

Comparison: 9 similar vehicles

Prescott Valley, AZ

2019 Jeep Renegade Sport

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

2019 Jeep Renegade Sport

Wickenburg, AZ

UnscoredInsufficient · 0
$13,58247,466 mi

Wickenburg, AZ

2017 Chevrolet Equinox Premier

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

2017 Chevrolet Equinox Premier

Cottonwood, AZ

UnscoredInsufficient · 3
$13,59897,760 mi

Comparison: 3 similar vehicles

Cottonwood, AZ

2018 Audi Q5 Premium

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

2018 Audi Q5 Premium

Cottonwood, AZ

UnscoredInsufficient · 4
$13,688116,088 mi

Comparison: 4 similar vehicles

Cottonwood, AZ

2013 Audi Q5 Premium Plus

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

2013 Audi Q5 Premium Plus

Cottonwood, AZ

UnscoredInsufficient · 0
$13,688113,258 mi

Cottonwood, AZ

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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