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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

879 listings found

2003 Ford Escape XLT Popular 2

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

2003 Ford Escape XLT Popular 2

Meeker, CO

UnscoredInsufficient · 0
$4,664177,667 mi

Meeker, CO

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Glenwood Springs, CO

UnscoredLimited · 5
$6,987182,949 mi

Comparison: 5 similar vehicles

Glenwood Springs, CO

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Glenwood Springs, CO

UnscoredInsufficient · 3
$7,995129,569 mi

Comparison: 3 similar vehicles

Glenwood Springs, CO

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Rifle, CO

OverpricedLimited · 10
$8,40083,958 mi

Market: $3,499 – $8,223

Comparison: 10 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Rifle, CO

2012 Lincoln Navigator Base

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

2012 Lincoln Navigator Base

Glenwood Springs, CO

UnscoredInsufficient · 3
$8,48880,638 mi

Comparison: 3 similar vehicles

Glenwood Springs, CO

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Glenwood Springs, CO

Fair PriceLimited · 13
$8,78592,651 mi

Market: $3,991 – $8,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Glenwood Springs, CO

2011 Nissan Xterra S

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

2011 Nissan Xterra S

Glenwood Springs, CO

UnscoredInsufficient · 4
$9,486134,748 mi

Comparison: 4 similar vehicles

Glenwood Springs, CO

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Meeker, CO

Fair PriceRobust · 52
$10,592105,405 mi

Market: $8,990 – $16,998

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Meeker, CO

2016 Audi Q3 Prestige

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

2016 Audi Q3 Prestige

Glenwood Springs, CO

UnscoredLimited · 5
$10,75097,676 mi

Comparison: 5 similar vehicles

Glenwood Springs, CO

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Glenwood Springs, CO

Fair PriceLimited · 10
$10,78695,728 mi

Market: $9,699 – $22,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Glenwood Springs, CO

2015 Ford Expedition Platinum

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

2015 Ford Expedition Platinum

Glenwood Springs, CO

UnscoredInsufficient · 0
$10,880146,450 mi

Glenwood Springs, CO

2018 Audi Q7 Prestige

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

2018 Audi Q7 Prestige

Glenwood Springs, CO

UnscoredLimited · 13
$10,987138,550 mi

Comparison: 13 similar vehicles

Glenwood Springs, CO

2015 Nissan Pathfinder Platinum

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

2015 Nissan Pathfinder Platinum

Glenwood Springs, CO

UnscoredInsufficient · 0
$11,13598,000 mi

Glenwood Springs, CO

2019 Hyundai Santa Fe SEL

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

2019 Hyundai Santa Fe SEL

Glenwood Springs, CO

UnscoredInsufficient · 0
$11,489114,349 mi

Glenwood Springs, CO

2021 Chevrolet Trax LT

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

2021 Chevrolet Trax LT

Glenwood Springs, CO

UnscoredLimited · 6
$11,708112,000 mi

Comparison: 6 similar vehicles

Glenwood Springs, CO

2014 Ford Expedition XLT

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

2014 Ford Expedition XLT

Glenwood Springs, CO

UnscoredLimited · 6
$11,957145,658 mi

Comparison: 6 similar vehicles

Glenwood Springs, CO

2013 Chevrolet Suburban LT

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

2013 Chevrolet Suburban LT

Glenwood Springs, CO

UnscoredLimited · 7
$12,399168,356 mi

Comparison: 7 similar vehicles

Glenwood Springs, CO

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Rifle, CO

Fair PriceModerate · 42
$12,85087,208 mi

Market: $6,850 – $14,597

Comparison: 42 similar vehicles

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

Rifle, CO

2016 Subaru Crosstrek Limited

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

2016 Subaru Crosstrek Limited

Glenwood Springs, CO

UnscoredModerate · 24
$12,995120,531 mi

Comparison: 24 similar vehicles

Glenwood Springs, CO

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Glenwood Springs, CO

Fair PriceModerate · 20
$13,488101,231 mi

Market: $9,900 – $18,995

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Glenwood Springs, CO

2018 Volkswagen Tiguan SE

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

2018 Volkswagen Tiguan SE

Rifle, CO

Fair PriceLimited · 17
$14,20094,775 mi

Market: $10,900 – $17,294

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Rifle, CO

2020 Hyundai Kona SEL

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

2020 Hyundai Kona SEL

Rifle, CO

UnscoredInsufficient · 3
$14,40091,965 mi

Comparison: 3 similar vehicles

Rifle, CO

2017 Kia Sorento SXL

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

2017 Kia Sorento SXL

Rifle, CO

UnscoredInsufficient · 0
$14,400107,261 mi

Rifle, CO

2020 Land Rover Discovery Sport HSE

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

2020 Land Rover Discovery Sport HSE

Glenwood Springs, CO

UnscoredInsufficient · 0
$14,59696,469 mi

Glenwood Springs, CO

2013 Cadillac Escalade Luxury

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

2013 Cadillac Escalade Luxury

Glenwood Springs, CO

UnscoredInsufficient · 0
$14,634130,755 mi

Glenwood Springs, CO

2020 Jeep Grand Cherokee Laredo E

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

2020 Jeep Grand Cherokee Laredo E

Glenwood Springs, CO

UnscoredModerate · 29
$15,081125,708 mi

Comparison: 29 similar vehicles

Glenwood Springs, CO

2021 Volkswagen Atlas SEL

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

2021 Volkswagen Atlas SEL

Glenwood Springs, CO

UnscoredModerate · 24
$15,486136,318 mi

Comparison: 24 similar vehicles

Glenwood Springs, CO

2019 GMC Terrain SLT

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

2019 GMC Terrain SLT

Glenwood Springs, CO

Fair PriceModerate · 27
$15,48985,602 mi

Market: $11,999 – $16,095

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Glenwood Springs, CO

2017 Jeep Grand Cherokee Laredo

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

2017 Jeep Grand Cherokee Laredo

Glenwood Springs, CO

UnscoredInsufficient · 0
$15,48980,024 mi

Glenwood Springs, CO

2015 Mercedes-Benz M-Class ML350

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

2015 Mercedes-Benz M-Class ML350

Glenwood Springs, CO

Fair PriceLimited · 10
$15,762103,401 mi

Market: $9,991 – $16,798

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Glenwood Springs, CO

2014 Honda CR-V EX-L

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

2014 Honda CR-V EX-L

Rifle, CO

Fair PriceLimited · 14
$15,850114,032 mi

Market: $9,800 – $17,543

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Rifle, CO

2019 Alfa Romeo Stelvio Ti Sport

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

2019 Alfa Romeo Stelvio Ti Sport

Glenwood Springs, CO

UnscoredInsufficient · 0
$15,90672,498 mi

Glenwood Springs, CO

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Rifle, CO

UnscoredInsufficient · 4
$15,95095,032 mi

Comparison: 4 similar vehicles

Rifle, CO

2020 Kia Sorento SX

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

2020 Kia Sorento SX

Glenwood Springs, CO

UnscoredInsufficient · 0
$15,995105,560 mi

Glenwood Springs, CO

2020 Mazda CX-30 Premium

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

2020 Mazda CX-30 Premium

Glenwood Springs, CO

UnscoredInsufficient · 0
$16,352104,985 mi

Glenwood Springs, CO

2019 Subaru Ascent Limited

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

2019 Subaru Ascent Limited

Rifle, CO

UnscoredModerate · 25
$16,400121,686 mi

Comparison: 25 similar vehicles

Rifle, CO

2019 Mazda CX-5 Grand Touring

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

2019 Mazda CX-5 Grand Touring

Rifle, CO

UnscoredLimited · 12
$16,400146,108 mi

Comparison: 12 similar vehicles

Rifle, CO

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Rifle, CO

Fair PriceRobust · 72
$16,95094,093 mi

Market: $10,999 – $22,494

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Rifle, CO

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Glenwood Springs, CO

Fair PriceModerate · 22
$16,99889,298 mi

Market: $12,950 – $23,515

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Glenwood Springs, CO

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Rifle, CO

Fair PriceLimited · 10
$17,00097,089 mi

Market: $6,900 – $21,923

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Rifle, CO

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

Glenwood Springs, CO

Fair PriceModerate · 36
$17,09693,776 mi

Market: $13,199 – $26,203

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Glenwood Springs, CO

2024 Mitsubishi Eclipse Cross SE

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

2024 Mitsubishi Eclipse Cross SE

Glenwood Springs, CO

UnscoredInsufficient · 0
$17,28662,771 mi

Glenwood Springs, CO

2015 Acura RDX Base

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

2015 Acura RDX Base

Glenwood Springs, CO

UnscoredInsufficient · 0
$17,59957,142 mi

Glenwood Springs, CO

2022 Nissan Rogue Platinum

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

2022 Nissan Rogue Platinum

Glenwood Springs, CO

UnscoredInsufficient · 0
$17,986103,019 mi

Glenwood Springs, CO

2018 Jeep Wrangler JK Unlimited Sport S

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

2018 Jeep Wrangler JK Unlimited Sport S

Rifle, CO

UnscoredLimited · 9
$18,40076,047 mi

Comparison: 9 similar vehicles

Rifle, CO

2022 Chevrolet Equinox 1FL

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

2022 Chevrolet Equinox 1FL

Rifle, CO

UnscoredInsufficient · 0
$18,95083,868 mi

Rifle, CO

2020 Cadillac XT4 Premium Luxury

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

2020 Cadillac XT4 Premium Luxury

Glenwood Springs, CO

UnscoredInsufficient · 0
$18,99563,040 mi

Glenwood Springs, CO

2018 Acura RDX Technology Package

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

2018 Acura RDX Technology Package

Glenwood Springs, CO

UnscoredInsufficient · 0
$18,99892,388 mi

Glenwood Springs, CO

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Rifle, CO

Fair PriceLimited · 10
$19,20064,570 mi

Market: $11,999 – $20,791

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Rifle, CO

2020 Kia Sportage S

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

2020 Kia Sportage S

Glenwood Springs, CO

UnscoredInsufficient · 0
$19,31149,232 mi

Glenwood Springs, CO

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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