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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 22, 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

526 listings found

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Eureka, CA

UnscoredInsufficient · 0
$4,995139,549 mi

Eureka, CA

2009 Buick Enclave CXL

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

2009 Buick Enclave CXL

Eureka, CA

UnscoredInsufficient · 0
$5,996148,792 mi

Eureka, CA

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Eureka, CA

UnscoredInsufficient · 0
$6,188169,025 mi

Eureka, CA

2008 Hyundai Santa Fe Limited

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

2008 Hyundai Santa Fe Limited

Eureka, CA

UnscoredInsufficient · 0
$6,995100,206 mi

Eureka, CA

2011 Dodge Durango Express

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

2011 Dodge Durango Express

Eureka, CA

UnscoredInsufficient · 0
$7,992206,068 mi

Eureka, CA

2014 Chevrolet Equinox 2LT

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

2014 Chevrolet Equinox 2LT

Eureka, CA

UnscoredInsufficient · 0
$8,99592,700 mi

Eureka, CA

2012 Subaru Forester X

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

2012 Subaru Forester X

Eureka, CA

UnscoredInsufficient · 0
$9,110181,132 mi

Eureka, CA

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Eureka, CA

UnscoredInsufficient · 3
$9,188113,114 mi

Comparison: 3 similar vehicles

Eureka, CA

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Eureka, CA

UnscoredLimited · 12
$9,988196,433 mi

Comparison: 12 similar vehicles

Eureka, CA

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

Eureka, CA

UnscoredInsufficient · 0
$9,99581,092 mi

Eureka, CA

2011 Dodge Durango Heat

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

2011 Dodge Durango Heat

Fortuna, CA

UnscoredInsufficient · 0
$9,995132,282 mi

Fortuna, CA

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Eureka, CA

UnscoredInsufficient · 0
$10,421139,441 mi

Eureka, CA

2018 Nissan Rogue S

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

2018 Nissan Rogue S

Eureka, CA

UnscoredLimited · 11
$10,520135,095 mi

Comparison: 11 similar vehicles

Eureka, CA

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Eureka, CA

UnscoredModerate · 35
$10,988132,585 mi

Comparison: 35 similar vehicles

Eureka, CA

2011 Honda CR-V EX-L

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

2011 Honda CR-V EX-L

Eureka, CA

UnscoredLimited · 5
$10,988171,457 mi

Comparison: 5 similar vehicles

Eureka, CA

1997 Jeep Wrangler SAHARA

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

1997 Jeep Wrangler SAHARA

Eureka, CA

UnscoredInsufficient · 0
$10,988160,111 mi

Eureka, CA

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Eureka, CA

UnscoredLimited · 10
$10,995159,280 mi

Comparison: 10 similar vehicles

Eureka, CA

2014 Buick Encore Premium

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

2014 Buick Encore Premium

Fortuna, CA

UnscoredInsufficient · 0
$10,99598,997 mi

Fortuna, CA

2016 Chevrolet Trax LTZ

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

2016 Chevrolet Trax LTZ

Eureka, CA

UnscoredInsufficient · 0
$10,99998,436 mi

Eureka, CA

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Eureka, CA

Fair PriceLimited · 14
$11,995107,926 mi

Market: $9,681 – $16,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Eureka, CA

2014 Buick Encore Premium

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

2014 Buick Encore Premium

Fortuna, CA

UnscoredInsufficient · 0
$11,99576,029 mi

Fortuna, CA

2017 Ford Edge Sport

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

2017 Ford Edge Sport

Eureka, CA

UnscoredInsufficient · 0
$12,188150,431 mi

Eureka, CA

2005 Toyota Sequoia SR5

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

2005 Toyota Sequoia SR5

Eureka, CA

UnscoredInsufficient · 0
$12,188169,767 mi

Eureka, CA

2013 Chevrolet Traverse LTZ

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

2013 Chevrolet Traverse LTZ

Eureka, CA

UnscoredInsufficient · 0
$12,42197,087 mi

Eureka, CA

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Eureka, CA

UnscoredInsufficient · 4
$12,52080,200 mi

Comparison: 4 similar vehicles

Eureka, CA

2020 Jeep Compass Limited

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

2020 Jeep Compass Limited

Eureka, CA

UnscoredLimited · 7
$12,995114,222 mi

Comparison: 7 similar vehicles

Eureka, CA

2018 Ford Escape SE

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

2018 Ford Escape SE

Eureka, CA

Fair PriceModerate · 27
$12,99587,969 mi

Market: $5,900 – $15,042

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Eureka, CA

2013 Chevrolet Traverse LTZ

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

2013 Chevrolet Traverse LTZ

Eureka, CA

UnscoredInsufficient · 3
$13,18899,982 mi

Comparison: 3 similar vehicles

Eureka, CA

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

Eureka, CA

Fair PriceLimited · 14
$13,42177,496 mi

Market: $6,498 – $15,582

Comparison: 14 similar vehicles

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

Eureka, 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

Eureka, CA

UnscoredLimited · 5
$13,567114,512 mi

Comparison: 5 similar vehicles

Eureka, CA

2018 Nissan Kicks S

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

2018 Nissan Kicks S

Eureka, CA

UnscoredInsufficient · 0
$13,99525,490 mi

Eureka, CA

2018 Ford Ecosport SES

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

2018 Ford Ecosport SES

Eureka, CA

UnscoredInsufficient · 0
$14,11777,506 mi

Eureka, CA

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Eureka, CA

UnscoredInsufficient · 0
$14,11744,862 mi

Eureka, CA

2011 Honda CR-V EX

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

2011 Honda CR-V EX

Eureka, CA

UnscoredLimited · 7
$14,18892,595 mi

Comparison: 7 similar vehicles

Eureka, CA

2021 Ford EcoSport Titanium

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

2021 Ford EcoSport Titanium

Eureka, CA

UnscoredInsufficient · 0
$14,99053,028 mi

Eureka, CA

2018 Nissan Armada SV

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

2018 Nissan Armada SV

Eureka, CA

UnscoredInsufficient · 0
$15,000127,350 mi

Eureka, CA

2017 Cadillac XT5 Base

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

2017 Cadillac XT5 Base

Eureka, CA

UnscoredInsufficient · 0
$15,172147,955 mi

Eureka, CA

2021 Kia Seltos S

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

2021 Kia Seltos S

Eureka, CA

UnscoredInsufficient · 4
$15,188105,346 mi

Comparison: 4 similar vehicles

Eureka, CA

2018 Dodge Durango Citadel

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

2018 Dodge Durango Citadel

Eureka, CA

UnscoredInsufficient · 0
$15,188139,614 mi

Eureka, CA

2003 Hummer H2 Base

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

2003 Hummer H2 Base

Eureka, CA

UnscoredLimited · 5
$15,188165,095 mi

Comparison: 5 similar vehicles

Eureka, CA

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Eureka, CA

UnscoredLimited · 16
$15,367149,573 mi

Comparison: 16 similar vehicles

Eureka, CA

2017 Kia Sportage EX

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

2017 Kia Sportage EX

Eureka, CA

Fair PriceLimited · 10
$15,467117,584 mi

Market: $7,620 – $16,972

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Eureka, CA

2014 Subaru Forester i

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

2014 Subaru Forester i

Eureka, CA

UnscoredInsufficient · 0
$15,67284,662 mi

Eureka, CA

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Eureka, CA

UnscoredInsufficient · 3
$15,867101,022 mi

Comparison: 3 similar vehicles

Eureka, CA

2017 Kia Sorento SX

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

2017 Kia Sorento SX

Eureka, CA

UnscoredInsufficient · 3
$15,972127,223 mi

Comparison: 3 similar vehicles

Eureka, CA

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Eureka, CA

Fair PriceLimited · 19
$15,99566,812 mi

Market: $8,653 – $18,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 259 days listed (based on current market benchmarks)

Eureka, CA

2019 Jeep Renegade Upland

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

2019 Jeep Renegade Upland

Fortuna, CA

UnscoredInsufficient · 0
$15,99569,565 mi

Fortuna, CA

2017 Lincoln MKX Reserve

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

2017 Lincoln MKX Reserve

Fortuna, CA

UnscoredInsufficient · 0
$15,99593,132 mi

Fortuna, CA

2014 Toyota RAV4 Limited

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

2014 Toyota RAV4 Limited

Eureka, CA

UnscoredInsufficient · 0
$16,020140,160 mi

Eureka, CA

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Eureka, CA

UnscoredLimited · 8
$16,067142,034 mi

Comparison: 8 similar vehicles

Eureka, 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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