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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

63 listings found

1988 Ford Mustang

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

1988 Ford Mustang

Erda, UT

UnscoredInsufficient · 0
$2,45058,874 mi

Erda, UT

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Erda, UT

Unscored
$3,326205,841 mi

Comparison: 7 similar vehicles

Erda, UT

2008 Jeep Grand Cherokee Overland

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

2008 Jeep Grand Cherokee Overland

Erda, UT

UnscoredInsufficient · 0
$4,875209,026 mi

Erda, UT

2007 Ford Edge SEL Plus

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

2007 Ford Edge SEL Plus

Erda, UT

Unscored
$4,926220,000 mi

Comparison: 8 similar vehicles

Erda, UT

2007 Saturn VUE Green Line

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

2007 Saturn VUE Green Line

Erda, UT

UnscoredInsufficient · 0
$4,950134,901 mi

Erda, UT

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Erda, UT

UnscoredInsufficient · 0
$4,975204,790 mi

Erda, UT

2011 Ford Econoline

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

2011 Ford Econoline

Erda, UT

UnscoredInsufficient · 0
$5,350151,837 mi

Erda, UT

2014 Ford F-150 Platinum

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

2014 Ford F-150 Platinum

Erda, UT

Unscored
$9,823Mileage not verified

Comparison: 5 similar vehicles

Erda, UT

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Erda, UT

UnscoredInsufficient · 0
$9,975148,813 mi

Erda, UT

2001 Chevrolet Blazer LS

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

2001 Chevrolet Blazer LS

Erda, UT

UnscoredInsufficient · 3
$11,995100,179 mi

Comparison: 3 similar vehicles

Erda, UT

2017 Hyundai Sonata Sport

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

2017 Hyundai Sonata Sport

Erda, UT

UnscoredInsufficient · 0
$12,62869,978 mi

Erda, UT

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Erda, UT

Fair PriceLimited · 18
$13,52691,481 mi

Market: $8,995 – $14,789

Comparison: 18 similar vehicles

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

Erda, UT

2016 Honda CR-V EX

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

2016 Honda CR-V EX

Erda, UT

Unscored
$13,826121,975 mi

Comparison: 16 similar vehicles

Erda, UT

2012 Chevrolet Silverado 3500HD LT

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

2012 Chevrolet Silverado 3500HD LT

Erda, UT

UnscoredInsufficient · 3
$13,826227,932 mi

Comparison: 3 similar vehicles

Erda, UT

2021 Volkswagen Jetta S

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

2021 Volkswagen Jetta S

Erda, UT

UnscoredInsufficient · 3
$14,62673,425 mi

Comparison: 3 similar vehicles

Erda, UT

2020 Ford Fusion Titanium

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

2020 Ford Fusion Titanium

Erda, UT

UnscoredInsufficient · 0
$14,62688,933 mi

Erda, UT

2023 Kia Sportage LX

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

2023 Kia Sportage LX

Erda, UT

Unscored
$14,926105,118 mi

Comparison: 22 similar vehicles

Erda, UT

2018 Honda HR-V LX

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

2018 Honda HR-V LX

Erda, UT

UnscoredInsufficient · 0
$15,52684,115 mi

Erda, UT

2021 Chevrolet Trailblazer LT

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

2021 Chevrolet Trailblazer LT

Erda, UT

UnscoredInsufficient · 0
$15,82688,968 mi

Erda, UT

2018 Subaru Outback Premium

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

2018 Subaru Outback Premium

Erda, UT

Fair PriceLimited · 13
$16,22692,994 mi

Market: $7,233 – $20,286

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Erda, UT

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Erda, UT

UnscoredInsufficient · 3
$16,32637,425 mi

Comparison: 3 similar vehicles

Erda, UT

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Erda, UT

UnscoredInsufficient · 0
$16,92643,100 mi

Erda, UT

2020 Honda Civic LX

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

2020 Honda Civic LX

Erda, UT

UnscoredInsufficient · 0
$17,82653,463 mi

Erda, UT

2024 Chevrolet Malibu RS

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

2024 Chevrolet Malibu RS

Erda, UT

UnscoredInsufficient · 0
$18,22965,736 mi

Erda, UT

2018 Honda Accord Sport

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

2018 Honda Accord Sport

Erda, UT

Unscored
$18,326106,781 mi

Comparison: 5 similar vehicles

Erda, UT

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Erda, UT

Unscored
$18,42636,187 mi

Comparison: 5 similar vehicles

Erda, UT

2021 Hyundai Elantra Limited

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

2021 Hyundai Elantra Limited

Erda, UT

UnscoredInsufficient · 0
$18,42648,022 mi

Erda, UT

2019 Honda Civic Hatchback EX

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

2019 Honda Civic Hatchback EX

Erda, UT

UnscoredInsufficient · 0
$18,52688,644 mi

Erda, UT

2025 Volkswagen Jetta Sport

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

2025 Volkswagen Jetta Sport

Erda, UT

UnscoredInsufficient · 0
$18,72330,695 mi

Erda, UT

2023 Chrysler Voyager LX

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

2023 Chrysler Voyager LX

Erda, UT

Fair PriceModerate · 32
$18,82667,470 mi

Market: $16,680 – $20,449

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Erda, UT

2023 Kia Forte GT-Line

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

2023 Kia Forte GT-Line

Erda, UT

UnscoredInsufficient · 3
$18,82663,877 mi

Comparison: 3 similar vehicles

Erda, UT

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Erda, UT

UnscoredInsufficient · 3
$18,92679,543 mi

Comparison: 3 similar vehicles

Erda, UT

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Erda, UT

OverpricedLimited · 17
$19,12985,550 mi

Market: $11,995 – $18,023

Comparison: 17 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Erda, UT

2020 Volkswagen Tiguan SE

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

2020 Volkswagen Tiguan SE

Erda, UT

UnscoredInsufficient · 0
$19,32837,913 mi

Erda, UT

2022 Hyundai Tucson SEL

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

2022 Hyundai Tucson SEL

Erda, UT

Unscored
$19,42360,538 mi

Comparison: 9 similar vehicles

Erda, UT

2023 Volkswagen Jetta SE

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

2023 Volkswagen Jetta SE

Erda, UT

UnscoredInsufficient · 4
$19,52642,122 mi

Comparison: 4 similar vehicles

Erda, UT

2019 Subaru WRX Base

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

2019 Subaru WRX Base

Erda, UT

UnscoredInsufficient · 0
$19,52672,899 mi

Erda, UT

2017 Honda Accord Hybrid Touring

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

2017 Honda Accord Hybrid Touring

Erda, UT

UnscoredInsufficient · 0
$19,82668,511 mi

Erda, UT

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Erda, UT

UnscoredInsufficient · 0
$19,92657,632 mi

Erda, UT

2018 RAM 1500 Pickup Big Horn

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

2018 RAM 1500 Pickup Big Horn

Erda, UT

Fair PriceLimited · 15
$19,926119,911 mi

Market: $18,915 – $21,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Erda, UT

2018 Mazda CX-5 Grand Touring

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

2018 Mazda CX-5 Grand Touring

Erda, UT

UnscoredInsufficient · 0
$19,92656,718 mi

Erda, UT

2025 Jeep Compass Trailhawk

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

2025 Jeep Compass Trailhawk

Erda, UT

Fair PriceLimited · 10
$20,62341,275 mi

Market: $17,899 – $21,485

Comparison: 10 similar vehicles

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

Erda, UT

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Erda, UT

UnscoredInsufficient · 0
$20,82658,028 mi

Erda, UT

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Erda, UT

UnscoredInsufficient · 0
$21,22655,797 mi

Erda, UT

2021 Subaru Crosstrek Premium

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

2021 Subaru Crosstrek Premium

Erda, UT

UnscoredInsufficient · 0
$21,62650,660 mi

Erda, UT

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Erda, UT

UnscoredInsufficient · 0
$22,3265,005 mi

Erda, UT

2018 Toyota RAV4 LE

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

2018 Toyota RAV4 LE

Erda, UT

UnscoredInsufficient · 0
$22,52654,505 mi

Erda, UT

2024 Honda Civic LX

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

2024 Honda Civic LX

Erda, UT

UnscoredInsufficient · 0
$22,82332,265 mi

Erda, UT

2022 Honda Civic EX

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

2022 Honda Civic EX

Erda, UT

UnscoredInsufficient · 0
$22,92652,046 mi

Erda, UT

2019 GMC Canyon SLE

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

2019 GMC Canyon SLE

Erda, UT

UnscoredInsufficient · 0
$23,92859,725 mi

Erda, 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.
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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