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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 12, 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

1,487 listings found

2017 Chevrolet Equinox Premier

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

2017 Chevrolet Equinox Premier

Fife, WA

Unscored
$8,197171,823 mi

Comparison: 5 similar vehicles

Fife, WA

2014 Honda Civic LX

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

2014 Honda Civic LX

Fife, WA

Unscored
$9,699199,535 mi

Comparison: 9 similar vehicles

Fife, WA

2014 MINI Cooper Base

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

2014 MINI Cooper Base

Fife, WA

UnscoredInsufficient · 3
$9,97970,680 mi

Comparison: 3 similar vehicles

Fife, WA

2020 Nissan Versa Sedan SV

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

2020 Nissan Versa Sedan SV

Fife, WA

Unscored
$10,099113,302 mi

Comparison: 9 similar vehicles

Fife, WA

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Fife, WA

UnscoredInsufficient · 0
$10,20090,157 mi

Fife, WA

2010 Acura TL Technology Package

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

2010 Acura TL Technology Package

Fife, WA

UnscoredInsufficient · 0
$10,699130,166 mi

Fife, WA

2012 Honda Odyssey EX

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

2012 Honda Odyssey EX

Fife, WA

Unscored
$11,197140,326 mi

Comparison: 5 similar vehicles

Fife, WA

2011 Toyota Camry SE

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

2011 Toyota Camry SE

Fife, WA

Unscored
$11,197138,218 mi

Comparison: 5 similar vehicles

Fife, WA

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Fife, WA

Unscored
$11,699129,488 mi

Comparison: 15 similar vehicles

Fife, WA

2018 Kia Sorento SXL

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

2018 Kia Sorento SXL

Fife, WA

UnscoredInsufficient · 0
$11,999101,688 mi

Fife, WA

2016 Volvo XC90 Inscription

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

2016 Volvo XC90 Inscription

Fife, WA

Unscored
$13,929122,813 mi

Comparison: 7 similar vehicles

Fife, WA

2017 Volvo V90 Cross Country Base

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

2017 Volvo V90 Cross Country Base

Fife, WA

UnscoredInsufficient · 0
$15,010135,504 mi

Fife, WA

2017 Mercedes-Benz GLC GLC300

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

2017 Mercedes-Benz GLC GLC300

Fife, WA

Unscored
$15,12583,537 mi

Comparison: 9 similar vehicles

Fife, WA

2016 Honda Civic EX-L

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

2016 Honda Civic EX-L

Fife, WA

Unscored
$15,199123,182 mi

Comparison: 5 similar vehicles

Fife, WA

2020 Kia Optima EX

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

2020 Kia Optima EX

Fife, WA

Unscored
$15,54766,065 mi

Comparison: 6 similar vehicles

Fife, WA

2011 Jeep Wrangler Unlimited Sahara

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

2011 Jeep Wrangler Unlimited Sahara

Fife, WA

Fair PriceLimited · 12
$15,59976,825 mi

Market: $8,995 – $19,248

Comparison: 12 similar vehicles

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

Fife, WA

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Fife, WA

OverpricedLimited · 12
$16,19962,335 mi

Market: $9,495 – $13,995

Comparison: 12 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Fife, WA

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Fife, WA

UnscoredInsufficient · 0
$16,62231,855 mi

Fife, WA

2019 Chevrolet Suburban LS

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

2019 Chevrolet Suburban LS

Fife, WA

UnscoredInsufficient · 0
$16,799140,523 mi

Fife, WA

2017 Honda Fit LX

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

2017 Honda Fit LX

Fife, WA

UnscoredInsufficient · 0
$16,99744,947 mi

Fife, WA

2021 Subaru Crosstrek Premium

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

2021 Subaru Crosstrek Premium

Fife, WA

Fair PriceLimited · 19
$17,10075,640 mi

Market: $13,195 – $22,150

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Fife, WA

2015 Subaru XV Crosstrek Premium

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

2015 Subaru XV Crosstrek Premium

Fife, WA

Unscored
$17,19066,395 mi

Comparison: 8 similar vehicles

Fife, WA

2018 Hyundai Tucson Value

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

2018 Hyundai Tucson Value

Fife, WA

UnscoredInsufficient · 4
$17,19975,024 mi

Comparison: 4 similar vehicles

Fife, WA

2014 Jeep Grand Cherokee Summit

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

2014 Jeep Grand Cherokee Summit

Fife, WA

Fair PriceLimited · 11
$17,19998,116 mi

Market: $7,500 – $19,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Fife, WA

2018 Mercedes-Benz GLA-Class GLA250

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

2018 Mercedes-Benz GLA-Class GLA250

Fife, WA

UnscoredInsufficient · 0
$17,58857,357 mi

Fife, WA

2016 Ford Edge Sport

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

2016 Ford Edge Sport

Fife, WA

UnscoredInsufficient · 0
$17,59957,975 mi

Fife, WA

2017 Honda Accord Sport SE

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

2017 Honda Accord Sport SE

Fife, WA

UnscoredInsufficient · 3
$17,69780,424 mi

Comparison: 3 similar vehicles

Fife, WA

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Fife, WA

Unscored
$18,18164,776 mi

Comparison: 7 similar vehicles

Fife, WA

2018 Audi SQ5 Prestige

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

2018 Audi SQ5 Prestige

Fife, WA

Fair PriceLimited · 12
$18,190104,475 mi

Market: $17,790 – $24,850

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Fife, WA

2023 Kia Soul GT-Line

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

2023 Kia Soul GT-Line

Fife, WA

Fair PriceModerate · 21
$18,69740,844 mi

Market: $16,950 – $19,743

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Fife, WA

2018 Land Rover Range Rover Velar S

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

2018 Land Rover Range Rover Velar S

Fife, WA

UnscoredInsufficient · 4
$18,98178,318 mi

Comparison: 4 similar vehicles

Fife, WA

2022 Kia Seltos SX

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

2022 Kia Seltos SX

Fife, WA

UnscoredInsufficient · 0
$16,90052,179 mi

Fife, WA

2015 Lexus RX 350

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

2015 Lexus RX 350

Fife, WA

Unscored
$19,12590,268 mi

Comparison: 5 similar vehicles

Fife, WA

2017 Honda HR-V EX

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

2017 Honda HR-V EX

Fife, WA

OverpricedLimited · 11
$19,19960,527 mi

Market: $10,995 – $17,000

Comparison: 11 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Fife, WA

2004 Volkswagen Touareg Base

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

2004 Volkswagen Touareg Base

Fife, WA

UnscoredInsufficient · 0
$19,59833,806 mi

Fife, WA

2017 Cadillac XT5 Premium Luxury

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

2017 Cadillac XT5 Premium Luxury

Fife, WA

Unscored
$19,69064,457 mi

Comparison: 8 similar vehicles

Fife, WA

2022 Hyundai Sonata Limited

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

2022 Hyundai Sonata Limited

Fife, WA

UnscoredInsufficient · 0
$19,69779,488 mi

Fife, WA

2017 GMC Sierra 1500 Base

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

2017 GMC Sierra 1500 Base

Fife, WA

UnscoredInsufficient · 0
$19,69920,472 mi

Fife, WA

2016 Lexus CT Base

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

2016 Lexus CT Base

Fife, WA

Unscored
$19,98189,330 mi

Comparison: 7 similar vehicles

Fife, WA

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Fife, WA

Unscored
$20,11142,345 mi

Comparison: 67 similar vehicles

Fife, WA

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Fife, WA

UnscoredInsufficient · 0
$20,12554,792 mi

Fife, WA

2016 Honda CR-V EX-L

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

2016 Honda CR-V EX-L

Fife, WA

UnscoredInsufficient · 0
$20,12552,060 mi

Fife, WA

2019 Acura MDX Technology & A-Spec Package

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

2019 Acura MDX Technology & A-Spec Package

Fife, WA

UnscoredInsufficient · 3
$20,197144,576 mi

Comparison: 3 similar vehicles

Fife, WA

2024 Mitsubishi Outlander SE

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

2024 Mitsubishi Outlander SE

Fife, WA

Unscored
$20,19847,103 mi

Comparison: 6 similar vehicles

Fife, WA

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Fife, WA

UnscoredInsufficient · 0
$20,29915,973 mi

Fife, WA

2019 Mercedes-Benz A-Class A220

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

2019 Mercedes-Benz A-Class A220

Fife, WA

UnscoredInsufficient · 0
$20,33855,098 mi

Fife, WA

2018 BMW X5 xDrive35i

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

2018 BMW X5 xDrive35i

Fife, WA

UnscoredInsufficient · 3
$20,69784,782 mi

Comparison: 3 similar vehicles

Fife, WA

2023 Hyundai Elantra Blue

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

2023 Hyundai Elantra Blue

Fife, WA

OverpricedModerate · 25
$20,98952,313 mi

Market: $18,163 – $20,750

Comparison: 25 similar vehicles

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

Fife, WA

2022 Hyundai Tucson SEL

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

2022 Hyundai Tucson SEL

Fife, WA

UnscoredInsufficient · 0
$21,08739,427 mi

Fife, WA

2019 Audi A6 Premium Plus

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

2019 Audi A6 Premium Plus

Fife, WA

UnscoredInsufficient · 4
$21,08773,815 mi

Comparison: 4 similar vehicles

Fife, WA

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 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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