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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 10, 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

208 listings found

2011 Hyundai Sonata SE

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

2011 Hyundai Sonata SE

Farmington, UT

UnscoredInsufficient · 0
$4,600225,889 mi

Farmington, UT

2015 Honda CR-V LX

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

2015 Honda CR-V LX

Farmington, UT

Unscored
$8,900181,691 mi

Comparison: 6 similar vehicles

Farmington, UT

2017 Volkswagen Jetta SE

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

2017 Volkswagen Jetta SE

Farmington, UT

Unscored
$11,49273,058 mi

Comparison: 5 similar vehicles

Farmington, UT

2000 Mercedes-Benz CL-Class CL500

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

2000 Mercedes-Benz CL-Class CL500

Farmington, UT

UnscoredInsufficient · 0
$12,90051,737 mi

Farmington, UT

2017 Mercedes-Benz GLS-Class GLS550

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

2017 Mercedes-Benz GLS-Class GLS550

Farmington, UT

UnscoredInsufficient · 4
$13,900142,656 mi

Comparison: 4 similar vehicles

Farmington, UT

2018 Nissan Rogue Sport SV

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

2018 Nissan Rogue Sport SV

Farmington, UT

UnscoredInsufficient · 0
$13,96757,071 mi

Farmington, UT

2015 Mercedes-Benz SLK-Class SLK250

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

2015 Mercedes-Benz SLK-Class SLK250

Farmington, UT

UnscoredInsufficient · 0
$15,90065,277 mi

Farmington, UT

2021 Mazda CX-5 Touring

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

2021 Mazda CX-5 Touring

Farmington, UT

Unscored
$17,95890,970 mi

Comparison: 9 similar vehicles

Farmington, UT

2021 Jeep Compass Latitude

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

2021 Jeep Compass Latitude

Farmington, UT

UnscoredInsufficient · 0
$19,53933,634 mi

Farmington, UT

2016 Mercedes-Benz GLE-Class Coupe GLE450 AMG

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

2016 Mercedes-Benz GLE-Class Coupe GLE450 AMG

Farmington, UT

UnscoredInsufficient · 0
$20,700125,943 mi

Farmington, UT

2009 Mercedes-Benz SL-Class SL550

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

2009 Mercedes-Benz SL-Class SL550

Farmington, UT

UnscoredInsufficient · 0
$20,90064,600 mi

Farmington, UT

2021 Subaru Crosstrek Hybrid

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

2021 Subaru Crosstrek Hybrid

Farmington, UT

UnscoredInsufficient · 0
$22,47170,081 mi

Farmington, UT

2020 Mercedes-Benz GLC GLC300

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

2020 Mercedes-Benz GLC GLC300

Farmington, UT

UnscoredInsufficient · 0
$22,97454,052 mi

Farmington, 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

Farmington, UT

UnscoredInsufficient · 0
$23,79148,594 mi

Farmington, UT

2013 Toyota Tacoma Base

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

2013 Toyota Tacoma Base

Farmington, UT

OverpricedLimited · 15
$23,900104,212 mi

Market: $12,995 – $21,045

Comparison: 15 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Farmington, UT

2022 Volvo XC60 Inscription

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

2022 Volvo XC60 Inscription

Farmington, UT

UnscoredInsufficient · 0
$24,49165,441 mi

Farmington, UT

2022 Mercedes-Benz A-Class A220

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

2022 Mercedes-Benz A-Class A220

Farmington, UT

UnscoredInsufficient · 0
$24,96145,406 mi

Farmington, UT

2021 Mercedes-Benz GLC GLC300

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

2021 Mercedes-Benz GLC GLC300

Farmington, UT

UnscoredInsufficient · 0
$25,85251,964 mi

Farmington, UT

2019 BMW X5 40i

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

2019 BMW X5 40i

Farmington, UT

UnscoredInsufficient · 0
$25,96164,811 mi

Farmington, UT

2019 Land Rover Range Rover HSE

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

2019 Land Rover Range Rover HSE

Farmington, UT

UnscoredInsufficient · 3
$26,85775,143 mi

Comparison: 3 similar vehicles

Farmington, UT

2020 Jeep Wrangler Rubicon

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

2020 Jeep Wrangler Rubicon

Farmington, UT

UnscoredInsufficient · 0
$26,95450,919 mi

Farmington, UT

2024 Volkswagen Atlas Cross Sport SE w/Tech

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

2024 Volkswagen Atlas Cross Sport SE w/Tech

Farmington, UT

UnscoredInsufficient · 0
$27,49042,578 mi

Farmington, UT

2018 Mercedes-Benz E-Class AMG E43

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

2018 Mercedes-Benz E-Class AMG E43

Farmington, UT

UnscoredInsufficient · 0
$27,68779,880 mi

Farmington, UT

2019 Porsche Cayenne S

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

2019 Porsche Cayenne S

Farmington, UT

UnscoredInsufficient · 0
$29,69887,399 mi

Farmington, UT

2024 Mercedes-Benz GLB Base

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

2024 Mercedes-Benz GLB Base

Farmington, UT

UnscoredInsufficient · 0
$30,48714,287 mi

Farmington, UT

2019 Audi Q8 Prestige

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

2019 Audi Q8 Prestige

Farmington, UT

UnscoredInsufficient · 0
$30,95831,638 mi

Farmington, UT

2020 Toyota Tacoma TRD Off Road

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

2020 Toyota Tacoma TRD Off Road

Farmington, UT

Fair PriceLimited · 14
$31,49783,774 mi

Market: $26,800 – $36,850

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Farmington, UT

2020 Land Rover Defender SE

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

2020 Land Rover Defender SE

Farmington, UT

UnscoredInsufficient · 0
$31,94174,691 mi

Farmington, UT

2021 Honda Pilot Black Edition

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

2021 Honda Pilot Black Edition

Farmington, UT

UnscoredInsufficient · 0
$32,66852,902 mi

Farmington, UT

2022 Mercedes-Benz E-Class E450

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

2022 Mercedes-Benz E-Class E450

Farmington, UT

UnscoredInsufficient · 0
$32,95461,162 mi

Farmington, UT

2021 Mercedes-Benz GLE GLE450

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

2021 Mercedes-Benz GLE GLE450

Farmington, UT

UnscoredInsufficient · 0
$32,96778,960 mi

Farmington, UT

2025 Mercedes-Benz CLA 250

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

2025 Mercedes-Benz CLA 250

Farmington, UT

UnscoredInsufficient · 0
$33,9684,533 mi

Farmington, UT

2023 Cadillac XT5 Sport

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

2023 Cadillac XT5 Sport

Farmington, UT

UnscoredInsufficient · 0
$34,49730,433 mi

Farmington, UT

2022 RAM 1500 Pickup Rebel

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

2022 RAM 1500 Pickup Rebel

Farmington, UT

UnscoredInsufficient · 3
$35,46265,442 mi

Comparison: 3 similar vehicles

Farmington, UT

2025 Mercedes-Benz GLB Base

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

2025 Mercedes-Benz GLB Base

Farmington, UT

UnscoredInsufficient · 4
$35,5321,892 mi

Comparison: 4 similar vehicles

Farmington, UT

2021 RAM 1500 Pickup Limited

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

2021 RAM 1500 Pickup Limited

Farmington, UT

OverpricedModerate · 25
$35,93474,008 mi

Market: $25,436 – $31,542

Comparison: 25 similar vehicles

Priced ~14% above the typical market range for similar vehicles (based on current market benchmarks)

Farmington, UT

2026 Kia Sportage SX Prestige Hybrid

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

2026 Kia Sportage SX Prestige Hybrid

Farmington, UT

UnscoredInsufficient · 0
$36,99224,583 mi

Farmington, UT

2025 Mercedes-Benz GLB Base

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

2025 Mercedes-Benz GLB Base

Farmington, UT

UnscoredInsufficient · 4
$37,613228 mi

Comparison: 4 similar vehicles

Farmington, UT

2022 Mercedes-Benz Sprinter Passenger Van Base

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

2022 Mercedes-Benz Sprinter Passenger Van Base

Farmington, UT

UnscoredInsufficient · 0
$37,95190,090 mi

Farmington, UT

2023 Mercedes-Benz Sprinter Cargo Van Base

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

2023 Mercedes-Benz Sprinter Cargo Van Base

Farmington, UT

UnscoredInsufficient · 0
$37,95810,662 mi

Farmington, UT

2023 Mercedes-Benz GLC 300

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

2023 Mercedes-Benz GLC 300

Farmington, UT

UnscoredInsufficient · 0
$38,96114,137 mi

Farmington, UT

2025 Toyota Tacoma TRD Off Road

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

2025 Toyota Tacoma TRD Off Road

Farmington, UT

UnscoredInsufficient · 3
$39,59820,601 mi

Comparison: 3 similar vehicles

Farmington, UT

2026 Mercedes-Benz GLB 250

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

2026 Mercedes-Benz GLB 250

Farmington, UT

Unscored
$39,9514,273 mi

Comparison: 9 similar vehicles

Farmington, UT

2021 GMC Yukon XL Denali

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

2021 GMC Yukon XL Denali

Farmington, UT

Unscored
$40,85491,128 mi

Comparison: 7 similar vehicles

Farmington, UT

2026 Mercedes-Benz CLA 250

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

2026 Mercedes-Benz CLA 250

Farmington, UT

UnscoredInsufficient · 3
$40,8853,256 mi

Comparison: 3 similar vehicles

Farmington, UT

2024 Ford Bronco 4-Door Outer Banks

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

2024 Ford Bronco 4-Door Outer Banks

Farmington, UT

Fair PriceLimited · 19
$40,95115,218 mi

Market: $41,449 – $42,871

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 45 days listed (based on current market benchmarks)

Farmington, UT

2026 Mercedes-Benz CLA 250

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

2026 Mercedes-Benz CLA 250

Farmington, UT

UnscoredInsufficient · 3
$40,9674,384 mi

Comparison: 3 similar vehicles

Farmington, UT

2026 Mercedes-Benz CLA 250

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

2026 Mercedes-Benz CLA 250

Farmington, UT

UnscoredInsufficient · 3
$42,5681,592 mi

Comparison: 3 similar vehicles

Farmington, UT

2024 Mercedes-Benz GLB GLB35 AMG

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

2024 Mercedes-Benz GLB GLB35 AMG

Farmington, UT

UnscoredInsufficient · 0
$42,9614,059 mi

Farmington, UT

2019 Ford Mustang Bullitt

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

2019 Ford Mustang Bullitt

Farmington, UT

UnscoredInsufficient · 0
$43,55811,577 mi

Farmington, UT

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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