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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

588 listings found

1999 Ford Expedition XLT

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

1999 Ford Expedition XLT

Fairbanks, AK

UnscoredInsufficient · 0
$4,725252,321 mi

Fairbanks, AK

2005 GMC Envoy SLE

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

2005 GMC Envoy SLE

Fairbanks, AK

UnscoredInsufficient · 0
$4,835150,101 mi

Fairbanks, AK

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Fairbanks, AK

UnscoredInsufficient · 0
$5,875174,101 mi

Fairbanks, AK

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Fairbanks, AK

UnscoredInsufficient · 0
$7,77784,753 mi

Fairbanks, AK

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Fairbanks, AK

UnscoredInsufficient · 0
$7,995146,981 mi

Fairbanks, AK

2010 Mercury Mountaineer Base

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

2010 Mercury Mountaineer Base

Fairbanks, AK

UnscoredInsufficient · 0
$8,39483,287 mi

Fairbanks, AK

2014 Dodge Durango SXT Plus

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

2014 Dodge Durango SXT Plus

Fairbanks, AK

UnscoredInsufficient · 0
$8,888148,637 mi

Fairbanks, AK

2012 Nissan JUKE SV

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

2012 Nissan JUKE SV

Fairbanks, AK

UnscoredInsufficient · 0
$8,888114,844 mi

Fairbanks, AK

2010 Subaru Forester XT Premium

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

2010 Subaru Forester XT Premium

Fairbanks, AK

UnscoredInsufficient · 0
$8,950143,413 mi

Fairbanks, AK

2018 Buick Encore Preferred II

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

2018 Buick Encore Preferred II

Fairbanks, AK

UnscoredInsufficient · 0
$8,995127,000 mi

Fairbanks, AK

2011 Subaru Forester X

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

2011 Subaru Forester X

Fairbanks, AK

UnscoredInsufficient · 0
$8,995128,288 mi

Fairbanks, AK

2013 Ford Escape SE

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

2013 Ford Escape SE

Fairbanks, AK

UnscoredInsufficient · 0
$9,567109,766 mi

Fairbanks, AK

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Fairbanks, AK

UnscoredInsufficient · 0
$9,995110,844 mi

Fairbanks, AK

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Fairbanks, AK

UnscoredInsufficient · 0
$9,995152,397 mi

Fairbanks, AK

2016 Buick Encore Leather

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

2016 Buick Encore Leather

Fairbanks, AK

UnscoredInsufficient · 0
$10,40087,382 mi

Fairbanks, AK

2014 Dodge Durango R/T

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

2014 Dodge Durango R/T

Fairbanks, AK

UnscoredInsufficient · 0
$10,995130,215 mi

Fairbanks, AK

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Fairbanks, AK

UnscoredInsufficient · 0
$11,111152,772 mi

Fairbanks, AK

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Fairbanks, AK

UnscoredInsufficient · 0
$11,77786,311 mi

Fairbanks, AK

2018 Ford Escape SE

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

2018 Ford Escape SE

Fairbanks, AK

UnscoredInsufficient · 0
$11,99561,477 mi

Fairbanks, AK

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

Fairbanks, AK

UnscoredInsufficient · 0
$11,995178,631 mi

Fairbanks, AK

2013 Toyota Venza LE

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

2013 Toyota Venza LE

Fairbanks, AK

UnscoredInsufficient · 0
$11,995150,463 mi

Fairbanks, AK

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Fairbanks, AK

UnscoredInsufficient · 0
$11,99594,206 mi

Fairbanks, AK

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Fairbanks, AK

UnscoredInsufficient · 0
$11,99573,605 mi

Fairbanks, AK

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Fairbanks, AK

UnscoredInsufficient · 0
$11,995108,181 mi

Fairbanks, AK

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Fairbanks, AK

UnscoredInsufficient · 0
$12,345108,184 mi

Fairbanks, AK

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Fairbanks, AK

UnscoredInsufficient · 0
$12,995119,213 mi

Fairbanks, AK

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Fairbanks, AK

UnscoredInsufficient · 0
$12,99586,429 mi

Fairbanks, AK

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Fairbanks, AK

UnscoredInsufficient · 0
$13,69567,249 mi

Fairbanks, AK

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Fairbanks, AK

UnscoredInsufficient · 0
$13,980114,714 mi

Fairbanks, AK

2020 Nissan Rogue S

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

2020 Nissan Rogue S

Fairbanks, AK

UnscoredInsufficient · 0
$13,99585,059 mi

Fairbanks, AK

2011 Chevrolet Suburban LT

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

2011 Chevrolet Suburban LT

Fairbanks, AK

UnscoredInsufficient · 0
$13,995145,142 mi

Fairbanks, AK

2014 Subaru XV Crosstrek Limited

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

2014 Subaru XV Crosstrek Limited

Fairbanks, AK

UnscoredInsufficient · 0
$14,995127,589 mi

Fairbanks, AK

2020 Jeep Compass Latitude

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

2020 Jeep Compass Latitude

Fairbanks, AK

UnscoredInsufficient · 0
$14,999127,478 mi

Fairbanks, AK

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Fairbanks, AK

UnscoredInsufficient · 0
$15,895112,486 mi

Fairbanks, AK

2016 Lincoln Navigator Reserve

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

2016 Lincoln Navigator Reserve

Fairbanks, AK

UnscoredInsufficient · 0
$15,995143,466 mi

Fairbanks, AK

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Fairbanks, AK

UnscoredInsufficient · 0
$15,99991,678 mi

Fairbanks, AK

2021 Ford Escape SE

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

2021 Ford Escape SE

Fairbanks, AK

UnscoredInsufficient · 0
$16,99564,843 mi

Fairbanks, AK

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Fairbanks, AK

UnscoredInsufficient · 0
$16,99591,670 mi

Fairbanks, AK

2019 Jeep Compass Trailhawk

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

2019 Jeep Compass Trailhawk

Fairbanks, AK

UnscoredInsufficient · 0
$16,99596,726 mi

Fairbanks, AK

2020 Chevrolet Blazer 2LT

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

2020 Chevrolet Blazer 2LT

Fairbanks, AK

UnscoredInsufficient · 0
$17,99573,674 mi

Fairbanks, AK

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Fairbanks, AK

UnscoredInsufficient · 3
$17,995146,777 mi

Comparison: 3 similar vehicles

Fairbanks, AK

2013 GMC Yukon XL SLE

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

2013 GMC Yukon XL SLE

Fairbanks, AK

UnscoredInsufficient · 0
$17,995129,199 mi

Fairbanks, AK

2019 Chevrolet Traverse 3LT

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

2019 Chevrolet Traverse 3LT

Fairbanks, AK

UnscoredInsufficient · 0
$18,99594,019 mi

Fairbanks, AK

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Fairbanks, AK

UnscoredInsufficient · 0
$18,99563,302 mi

Fairbanks, AK

2017 Honda CR-V Touring

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

2017 Honda CR-V Touring

Fairbanks, AK

UnscoredInsufficient · 0
$19,49591,089 mi

Fairbanks, AK

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Fairbanks, AK

UnscoredInsufficient · 0
$19,99546,254 mi

Fairbanks, AK

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Fairbanks, AK

UnscoredInsufficient · 0
$19,99552,591 mi

Fairbanks, AK

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Fairbanks, AK

UnscoredInsufficient · 0
$19,99545,154 mi

Fairbanks, AK

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Fairbanks, AK

UnscoredInsufficient · 3
$19,99551,780 mi

Comparison: 3 similar vehicles

Fairbanks, AK

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Fairbanks, AK

UnscoredInsufficient · 3
$19,99551,799 mi

Comparison: 3 similar vehicles

Fairbanks, AK

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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