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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

218 listings found

2007 Toyota RAV4 Base

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

2007 Toyota RAV4 Base

Fallon, NV

UnscoredInsufficient · 3
$4,500282,000 mi

Comparison: 3 similar vehicles

Fallon, NV

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Fallon, NV

UnscoredLimited · 5
$5,000229,177 mi

Comparison: 5 similar vehicles

Fallon, NV

2006 Subaru Forester XT

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

2006 Subaru Forester XT

Fallon, NV

UnscoredInsufficient · 0
$7,000170,000 mi

Fallon, NV

2014 Chevrolet Traverse 1LT

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

2014 Chevrolet Traverse 1LT

Fallon, NV

UnscoredInsufficient · 0
$7,390165,932 mi

Fallon, NV

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Fallon, NV

UnscoredInsufficient · 3
$8,000162,575 mi

Comparison: 3 similar vehicles

Fallon, NV

2012 GMC Acadia SLT1

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

2012 GMC Acadia SLT1

Fallon, NV

UnscoredInsufficient · 0
$8,920110,464 mi

Fallon, NV

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

Fernley, NV

UnscoredLimited · 5
$9,370133,332 mi

Comparison: 5 similar vehicles

Fernley, NV

2017 Jeep Cherokee Sport

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

2017 Jeep Cherokee Sport

Fallon, NV

UnscoredLimited · 8
$9,520162,135 mi

Comparison: 8 similar vehicles

Fallon, NV

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Fallon, NV

UnscoredLimited · 6
$9,680107,211 mi

Comparison: 6 similar vehicles

Fallon, NV

2018 Buick Encore Essence

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

2018 Buick Encore Essence

Yerington, NV

UnscoredInsufficient · 0
$9,999129,631 mi

Yerington, NV

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Fallon, NV

UnscoredInsufficient · 3
$10,690127,195 mi

Comparison: 3 similar vehicles

Fallon, NV

2005 Toyota 4Runner SR5

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

2005 Toyota 4Runner SR5

Fallon, NV

UnscoredInsufficient · 0
$10,690209,187 mi

Fallon, NV

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Fallon, NV

Fair PriceLimited · 16
$10,880106,001 mi

Market: $6,900 – $13,290

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Fallon, NV

2017 Volkswagen Tiguan SEL

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

2017 Volkswagen Tiguan SEL

Fallon, NV

UnscoredInsufficient · 0
$11,130134,839 mi

Fallon, NV

2008 Porsche Cayenne Base

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

2008 Porsche Cayenne Base

Fallon, NV

UnscoredInsufficient · 0
$11,600198,386 mi

Fallon, NV

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

Fallon, NV

Fair PriceLimited · 16
$11,660113,128 mi

Market: $6,498 – $17,630

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 180 days listed (based on current market benchmarks)

Fallon, NV

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Yerington, NV

UnscoredLimited · 9
$11,99993,102 mi

Comparison: 9 similar vehicles

Yerington, NV

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Yerington, NV

OverpricedLimited · 11
$11,999114,496 mi

Market: $5,898 – $10,995

Comparison: 11 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Yerington, NV

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

Yerington, NV

Fair PriceLimited · 11
$11,999107,988 mi

Market: $4,400 – $12,290

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Yerington, NV

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Yerington, NV

UnscoredInsufficient · 3
$12,542116,151 mi

Comparison: 3 similar vehicles

Yerington, NV

2012 Mercedes-Benz GLK-Class GLK350

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

2012 Mercedes-Benz GLK-Class GLK350

Carson City, NV

UnscoredLimited · 10
$13,500131,000 mi

Comparison: 10 similar vehicles

Carson City, NV

2019 Dodge Journey GT

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

2019 Dodge Journey GT

Yerington, NV

UnscoredLimited · 9
$13,54298,903 mi

Comparison: 9 similar vehicles

Yerington, NV

2020 Jeep Cherokee Latitude

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

2020 Jeep Cherokee Latitude

Yerington, NV

Fair PriceModerate · 25
$14,999118,177 mi

Market: $9,499 – $16,670

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Yerington, NV

2017 Mazda CX-9 Grand Touring

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

2017 Mazda CX-9 Grand Touring

Fernley, NV

UnscoredLimited · 7
$15,090123,311 mi

Comparison: 7 similar vehicles

Fernley, NV

2013 Lexus RX 350

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

2013 Lexus RX 350

Fernley, NV

UnscoredLimited · 7
$17,089123,350 mi

Comparison: 7 similar vehicles

Fernley, NV

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Fallon, NV

Fair PriceModerate · 41
$17,99587,326 mi

Market: $8,950 – $18,990

Comparison: 41 similar vehicles

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

Fallon, NV

2016 Jeep Cherokee Trailhawk

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

2016 Jeep Cherokee Trailhawk

Yerington, NV

UnscoredInsufficient · 0
$17,99952,484 mi

Yerington, NV

2022 Buick Encore Preferred

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

2022 Buick Encore Preferred

Fernley, NV

UnscoredInsufficient · 0
$18,07033,204 mi

Fernley, NV

2021 Ford Escape SEL

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

2021 Ford Escape SEL

Fernley, NV

UnscoredInsufficient · 4
$18,59031,400 mi

Comparison: 4 similar vehicles

Fernley, NV

2014 Jeep Wrangler Unlimited Rubicon

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

2014 Jeep Wrangler Unlimited Rubicon

Fallon, NV

UnscoredInsufficient · 4
$18,690114,315 mi

Comparison: 4 similar vehicles

Fallon, NV

2020 Ford Escape SE

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

2020 Ford Escape SE

Fallon, NV

UnscoredInsufficient · 0
$18,99554,368 mi

Fallon, NV

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Fernley, NV

UnscoredInsufficient · 0
$19,04649,894 mi

Fernley, NV

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Yerington, NV

Fair PriceModerate · 24
$19,542101,327 mi

Market: $9,999 – $20,117

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Yerington, NV

2024 Dodge Hornet GT

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

2024 Dodge Hornet GT

Fernley, NV

UnscoredInsufficient · 0
$20,59033,403 mi

Fernley, NV

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Fallon, NV

OverpricedLimited · 11
$20,69076,595 mi

Market: $12,000 – $14,460

Comparison: 11 similar vehicles

Priced ~43% above the typical market range for similar vehicles (based on current market benchmarks)

Fallon, NV

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Yerington, NV

OverpricedModerate · 26
$20,99931,156 mi

Market: $17,870 – $20,888

Comparison: 26 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Yerington, NV

2022 Hyundai Tucson Limited

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

2022 Hyundai Tucson Limited

Fernley, NV

UnscoredLimited · 6
$21,09075,839 mi

Comparison: 6 similar vehicles

Fernley, NV

2021 Nissan Kicks SR

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

2021 Nissan Kicks SR

Fallon, NV

UnscoredInsufficient · 0
$21,69037,047 mi

Fallon, NV

2022 Kia Sorento EX Hybrid

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

2022 Kia Sorento EX Hybrid

Yerington, NV

UnscoredInsufficient · 0
$21,99992,420 mi

Yerington, NV

2021 Jeep Grand Cherokee Laredo X

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

2021 Jeep Grand Cherokee Laredo X

Yerington, NV

Fair PriceLimited · 10
$21,99987,371 mi

Market: $18,599 – $21,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Yerington, NV

2021 Chevrolet Blazer 3LT

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

2021 Chevrolet Blazer 3LT

Yerington, NV

UnscoredInsufficient · 3
$21,99985,430 mi

Comparison: 3 similar vehicles

Yerington, NV

2025 Hyundai Tucson SEL

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

2025 Hyundai Tucson SEL

Fernley, NV

UnscoredLimited · 8
$22,37636,500 mi

Comparison: 8 similar vehicles

Fernley, NV

2022 Chevrolet Traverse 3LT

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

2022 Chevrolet Traverse 3LT

Yerington, NV

UnscoredInsufficient · 0
$22,542100,771 mi

Yerington, NV

2023 Jeep Compass Latitude

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

2023 Jeep Compass Latitude

Fallon, NV

UnscoredInsufficient · 0
$22,99533,424 mi

Fallon, NV

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Yerington, NV

OverpricedRobust · 110
$22,99957,751 mi

Market: $16,605 – $22,127

Comparison: 110 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Yerington, NV

2016 Lexus RX 350

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

2016 Lexus RX 350

Fernley, NV

Fair PriceModerate · 24
$23,096113,961 mi

Market: $13,988 – $28,230

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Fernley, NV

2022 Volkswagen Tiguan SEL R-LINE

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

2022 Volkswagen Tiguan SEL R-LINE

Fernley, NV

UnscoredInsufficient · 3
$23,37649,600 mi

Comparison: 3 similar vehicles

Fernley, NV

2024 Nissan Kicks SR

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

2024 Nissan Kicks SR

Fallon, NV

UnscoredInsufficient · 3
$23,6904,423 mi

Comparison: 3 similar vehicles

Fallon, NV

2023 Volkswagen Tiguan SE R-LINE BLACK

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

2023 Volkswagen Tiguan SE R-LINE BLACK

Fernley, NV

Fair PriceLimited · 16
$24,09042,215 mi

Market: $21,684 – $24,292

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Fernley, NV

2021 Toyota Venza LE

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

2021 Toyota Venza LE

Fallon, NV

UnscoredLimited · 7
$24,69082,152 mi

Comparison: 7 similar vehicles

Fallon, NV

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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