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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

199 listings found

2012 Ford Explorer Limited

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

2012 Ford Explorer Limited

Vernal, UT

UnscoredInsufficient · 0
$7,500147,066 mi

Vernal, UT

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Roosevelt, UT

UnscoredInsufficient · 0
$7,595139,120 mi

Roosevelt, UT

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Vernal, UT

UnscoredModerate · 20
$8,492131,683 mi

Comparison: 20 similar vehicles

Vernal, UT

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Vernal, UT

UnscoredLimited · 10
$9,000129,446 mi

Comparison: 10 similar vehicles

Vernal, UT

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Vernal, UT

UnscoredLimited · 10
$9,000120,841 mi

Comparison: 10 similar vehicles

Vernal, UT

2018 Ford Escape SE

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

2018 Ford Escape SE

Vernal, UT

Fair PriceModerate · 44
$9,500104,912 mi

Market: $5,995 – $13,699

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Vernal, UT

2014 Volkswagen Tiguan SE

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

2014 Volkswagen Tiguan SE

Vernal, UT

UnscoredLimited · 8
$9,900136,448 mi

Comparison: 8 similar vehicles

Vernal, UT

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Roosevelt, UT

UnscoredInsufficient · 0
$9,995161,750 mi

Roosevelt, UT

2017 Honda Pilot EX

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

2017 Honda Pilot EX

Roosevelt, UT

UnscoredInsufficient · 0
$10,995146,396 mi

Roosevelt, UT

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Vernal, UT

UnscoredLimited · 7
$11,91595,667 mi

Comparison: 7 similar vehicles

Vernal, UT

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Vernal, UT

Fair PriceLimited · 15
$12,290119,174 mi

Market: $7,999 – $21,000

Comparison: 15 similar vehicles

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

Vernal, UT

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Vernal, UT

UnscoredLimited · 19
$12,496120,963 mi

Comparison: 19 similar vehicles

Vernal, UT

2016 Ford Flex Limited

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

2016 Ford Flex Limited

Vernal, UT

UnscoredInsufficient · 0
$12,598114,668 mi

Vernal, UT

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Vernal, UT

Fair PriceModerate · 26
$12,89899,320 mi

Market: $10,077 – $15,995

Comparison: 26 similar vehicles

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

Vernal, UT

2018 Ford Edge Sport

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

2018 Ford Edge Sport

Vernal, UT

UnscoredInsufficient · 0
$12,995126,789 mi

Vernal, UT

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Vernal, UT

Fair PriceLimited · 11
$14,49294,540 mi

Market: $8,351 – $15,594

Comparison: 11 similar vehicles

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

Vernal, UT

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Vernal, UT

Fair PriceLimited · 10
$14,498101,404 mi

Market: $14,336 – $20,378

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Vernal, UT

2017 Subaru Crosstrek Limited

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

2017 Subaru Crosstrek Limited

Vernal, UT

Fair PriceLimited · 10
$15,000109,504 mi

Market: $9,995 – $18,800

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Vernal, UT

2021 Jeep Renegade Sport

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

2021 Jeep Renegade Sport

Vernal, UT

UnscoredInsufficient · 0
$16,00028,075 mi

Vernal, UT

2021 Ford Escape Titanium

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

2021 Ford Escape Titanium

Vernal, UT

UnscoredInsufficient · 0
$17,492119,366 mi

Vernal, UT

2018 Jeep Grand Cherokee Summit

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

2018 Jeep Grand Cherokee Summit

Vernal, UT

UnscoredLimited · 8
$18,800103,130 mi

Comparison: 8 similar vehicles

Vernal, UT

2019 Honda Pilot EX

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

2019 Honda Pilot EX

Vernal, UT

UnscoredInsufficient · 0
$19,493104,900 mi

Vernal, UT

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Vernal, UT

UnscoredInsufficient · 0
$19,99255,011 mi

Vernal, UT

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Roosevelt, UT

UnscoredModerate · 28
$19,995124,819 mi

Comparison: 28 similar vehicles

Roosevelt, UT

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Vernal, UT

Fair PriceLimited · 12
$20,49549,987 mi

Market: $16,000 – $24,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Vernal, UT

2020 Chevrolet Tahoe LT

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

2020 Chevrolet Tahoe LT

Vernal, UT

UnscoredLimited · 7
$21,093154,934 mi

Comparison: 7 similar vehicles

Vernal, UT

2019 Honda CR-V EX

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

2019 Honda CR-V EX

Vernal, UT

OverpricedModerate · 31
$21,49265,139 mi

Market: $16,545 – $21,232

Comparison: 31 similar vehicles

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

Vernal, UT

2021 Dodge Durango GT

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

2021 Dodge Durango GT

Roosevelt, UT

UnscoredInsufficient · 0
$21,59584,500 mi

Roosevelt, UT

2005 Jeep Wrangler Rubicon

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

2005 Jeep Wrangler Rubicon

Roosevelt, UT

UnscoredInsufficient · 0
$22,00035,915 mi

Roosevelt, UT

2020 Kia Telluride SX

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

2020 Kia Telluride SX

Vernal, UT

Fair PriceLimited · 18
$22,50098,347 mi

Market: $15,949 – $24,189

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Vernal, UT

2023 Ford Escape Active

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

2023 Ford Escape Active

Vernal, UT

UnscoredInsufficient · 4
$22,54217,805 mi

Comparison: 4 similar vehicles

Vernal, UT

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Roosevelt, UT

UnscoredLimited · 9
$22,99563,048 mi

Comparison: 9 similar vehicles

Roosevelt, UT

2021 Jeep Grand Cherokee L Limited

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

2021 Jeep Grand Cherokee L Limited

Roosevelt, UT

Fair PriceModerate · 29
$22,995116,907 mi

Market: $18,679 – $26,132

Comparison: 29 similar vehicles

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

Roosevelt, UT

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Vernal, UT

Fair PriceLimited · 10
$22,99822,241 mi

Market: $16,000 – $24,098

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Vernal, UT

2021 Honda Pilot SE

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

2021 Honda Pilot SE

Vernal, UT

UnscoredModerate · 31
$23,492120,738 mi

Comparison: 31 similar vehicles

Vernal, UT

2022 Jeep Cherokee Trailhawk

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

2022 Jeep Cherokee Trailhawk

Vernal, UT

UnscoredInsufficient · 0
$23,49541,125 mi

Vernal, UT

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Vernal, UT

UnscoredInsufficient · 0
$23,49533,449 mi

Vernal, UT

2022 Ford Bronco Sport Outer Banks

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

2022 Ford Bronco Sport Outer Banks

Vernal, UT

UnscoredInsufficient · 0
$23,49554,482 mi

Vernal, UT

2020 GMC Acadia Denali

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

2020 GMC Acadia Denali

Vernal, UT

UnscoredLimited · 5
$23,59979,689 mi

Comparison: 5 similar vehicles

Vernal, UT

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Vernal, UT

UnscoredLimited · 5
$23,80062,560 mi

Comparison: 5 similar vehicles

Vernal, UT

2023 Jeep Cherokee Altitude Lux

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

2023 Jeep Cherokee Altitude Lux

Vernal, UT

UnscoredInsufficient · 0
$23,99543,972 mi

Vernal, UT

2020 Dodge Durango GT Plus

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

2020 Dodge Durango GT Plus

Roosevelt, UT

UnscoredLimited · 5
$23,99592,393 mi

Comparison: 5 similar vehicles

Roosevelt, UT

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Vernal, UT

UnscoredLimited · 6
$23,998106,589 mi

Comparison: 6 similar vehicles

Vernal, UT

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Vernal, UT

UnscoredInsufficient · 4
$24,492100,083 mi

Comparison: 4 similar vehicles

Vernal, UT

2022 Hyundai Santa Fe XRT

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

2022 Hyundai Santa Fe XRT

Vernal, UT

UnscoredInsufficient · 3
$24,49256,443 mi

Comparison: 3 similar vehicles

Vernal, UT

2020 Nissan Armada Platinum

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

2020 Nissan Armada Platinum

Vernal, UT

UnscoredInsufficient · 0
$24,492122,852 mi

Vernal, UT

2025 Hyundai Tucson SEL

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

2025 Hyundai Tucson SEL

Vernal, UT

UnscoredLimited · 8
$24,99842,250 mi

Comparison: 8 similar vehicles

Vernal, UT

2020 Jeep Grand Cherokee Altitude

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

2020 Jeep Grand Cherokee Altitude

Vernal, UT

OverpricedRobust · 55
$25,49261,135 mi

Market: $16,999 – $23,594

Comparison: 55 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Vernal, UT

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Vernal, UT

Fair PriceRobust · 135
$25,588Mileage not verified

Market: $23,246 – $28,659

Comparison: 135 similar vehicles

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

Vernal, UT

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Roosevelt, UT

OverpricedModerate · 49
$25,99525,123 mi

Market: $23,298 – $24,996

Comparison: 49 similar vehicles

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

Roosevelt, UT

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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