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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 28, 2026

6M+

Unique vehicles analyzed

as of October 28, 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

165 listings found

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Ellsworth, WI

UnscoredInsufficient · 4
$7,538195,636 mi

Comparison: 4 similar vehicles

Ellsworth, WI

2015 Chevrolet Silverado 1500 Work Truck 1WT

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

2015 Chevrolet Silverado 1500 Work Truck 1WT

Ellsworth, WI

UnscoredLimited · 14
$7,589220,319 mi

Comparison: 14 similar vehicles

Ellsworth, WI

2015 Subaru XV Crosstrek Premium

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

2015 Subaru XV Crosstrek Premium

Ellsworth, WI

UnscoredLimited · 13
$7,873222,278 mi

Comparison: 13 similar vehicles

Ellsworth, WI

2016 Ford Taurus SEL

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

2016 Ford Taurus SEL

Ellsworth, WI

UnscoredLimited · 11
$9,039154,524 mi

Comparison: 11 similar vehicles

Ellsworth, WI

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Ellsworth, WI

UnscoredLimited · 9
$9,086121,166 mi

Comparison: 9 similar vehicles

Ellsworth, WI

2016 Chevrolet Equinox LTZ

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

2016 Chevrolet Equinox LTZ

Ellsworth, WI

Fair PriceModerate · 28
$10,99581,129 mi

Market: $5,295 – $14,987

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Ellsworth, WI

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Ellsworth, WI

UnscoredInsufficient · 0
$10,99556,522 mi

Ellsworth, WI

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Ellsworth, WI

UnscoredLimited · 7
$11,451133,486 mi

Comparison: 7 similar vehicles

Ellsworth, WI

2018 Buick Enclave Premium

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

2018 Buick Enclave Premium

Ellsworth, WI

UnscoredModerate · 24
$11,995142,000 mi

Comparison: 24 similar vehicles

Ellsworth, WI

1992 Chevrolet Corvette

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

1992 Chevrolet Corvette

Ellsworth, WI

UnscoredInsufficient · 0
$11,99580,426 mi

Ellsworth, WI

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Ellsworth, WI

UnscoredLimited · 8
$12,995127,230 mi

Comparison: 8 similar vehicles

Ellsworth, WI

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Ellsworth, WI

UnscoredInsufficient · 4
$13,595144,000 mi

Comparison: 4 similar vehicles

Ellsworth, WI

2018 Dodge Charger GT

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

2018 Dodge Charger GT

Ellsworth, WI

UnscoredLimited · 15
$14,870149,694 mi

Comparison: 15 similar vehicles

Ellsworth, WI

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Ellsworth, WI

UnscoredInsufficient · 4
$15,037140,570 mi

Comparison: 4 similar vehicles

Ellsworth, WI

2020 Dodge Durango Pursuit

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

2020 Dodge Durango Pursuit

Ellsworth, WI

UnscoredLimited · 9
$17,14377,199 mi

Comparison: 9 similar vehicles

Ellsworth, WI

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Ellsworth, WI

UnscoredLimited · 8
$18,41499,691 mi

Comparison: 8 similar vehicles

Ellsworth, WI

2019 Hyundai Tucson Value

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

2019 Hyundai Tucson Value

Ellsworth, WI

UnscoredInsufficient · 0
$18,74731,682 mi

Ellsworth, WI

2021 RAM 1500 Classic SSV

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

2021 RAM 1500 Classic SSV

Ellsworth, WI

UnscoredInsufficient · 3
$18,797109,199 mi

Comparison: 3 similar vehicles

Ellsworth, WI

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Ellsworth, WI

UnscoredInsufficient · 3
$18,99551,564 mi

Comparison: 3 similar vehicles

Ellsworth, WI

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Ellsworth, WI

UnscoredModerate · 20
$19,69691,738 mi

Comparison: 20 similar vehicles

Ellsworth, WI

2019 Chevrolet Traverse RS

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

2019 Chevrolet Traverse RS

Ellsworth, WI

Fair PriceLimited · 16
$19,995112,897 mi

Market: $9,990 – $24,250

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Ellsworth, WI

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

Ellsworth, WI

UnscoredInsufficient · 3
$20,59265,917 mi

Comparison: 3 similar vehicles

Ellsworth, WI

2017 Jeep Wrangler Unlimited Sport

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

2017 Jeep Wrangler Unlimited Sport

Ellsworth, WI

UnscoredInsufficient · 0
$20,59533,240 mi

Ellsworth, WI

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Ellsworth, WI

UnscoredLimited · 6
$20,99511,506 mi

Comparison: 6 similar vehicles

Ellsworth, WI

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Ellsworth, WI

Fair PriceModerate · 34
$20,995112,241 mi

Market: $16,350 – $28,487

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Ellsworth, WI

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Ellsworth, WI

Fair PriceLimited · 13
$21,49526,933 mi

Market: $20,997 – $24,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Ellsworth, WI

2024 Ford Escape Active

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

2024 Ford Escape Active

Ellsworth, WI

Fair PriceModerate · 34
$24,61423,430 mi

Market: $19,999 – $28,609

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Ellsworth, WI

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Ellsworth, WI

Fair PriceLimited · 16
$25,53224,566 mi

Market: $24,696 – $28,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Ellsworth, WI

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Ellsworth, WI

Fair PriceLimited · 16
$25,70825,872 mi

Market: $24,696 – $28,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Ellsworth, WI

2024 Ford Escape Active

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

2024 Ford Escape Active

Ellsworth, WI

Fair PriceLimited · 11
$25,8399,295 mi

Market: $19,695 – $26,146

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Ellsworth, WI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Ellsworth, WI

Fair PriceRobust · 57
$25,885Mileage not verified

Market: $22,491 – $28,015

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Ellsworth, WI

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Ellsworth, WI

Fair PriceLimited · 17
$25,88734,198 mi

Market: $24,049 – $27,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 228 days listed (based on current market benchmarks)

Ellsworth, WI

2024 Buick Encore GX Avenir

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

2024 Buick Encore GX Avenir

Ellsworth, WI

UnscoredLimited · 12
$25,99522,642 mi

Comparison: 12 similar vehicles

Ellsworth, WI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Ellsworth, WI

UnscoredInsufficient · 4
$26,425Mileage not verified

Comparison: 4 similar vehicles

Ellsworth, WI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Ellsworth, WI

Fair PriceRobust · 57
$26,580Mileage not verified

Market: $22,491 – $28,015

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Ellsworth, WI

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Ellsworth, WI

Fair PriceRobust · 57
$26,580Mileage not verified

Market: $22,491 – $28,015

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Ellsworth, WI

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Ellsworth, WI

Fair PriceModerate · 27
$27,16527,847 mi

Market: $24,845 – $30,349

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Ellsworth, WI

2024 Toyota Corolla Cross XLE

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

2024 Toyota Corolla Cross XLE

Ellsworth, WI

UnscoredInsufficient · 0
$27,49520,796 mi

Ellsworth, WI

2021 GMC Sierra 1500 AT4

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

2021 GMC Sierra 1500 AT4

Ellsworth, WI

UnscoredLimited · 12
$27,995128,207 mi

Comparison: 12 similar vehicles

Ellsworth, WI

2021 Jeep Gladiator Overland

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

2021 Jeep Gladiator Overland

Ellsworth, WI

UnscoredLimited · 8
$28,08477,712 mi

Comparison: 8 similar vehicles

Ellsworth, WI

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Ellsworth, WI

UnscoredLimited · 7
$28,285Mileage not verified

Comparison: 7 similar vehicles

Ellsworth, WI

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Ellsworth, WI

Fair PriceModerate · 32
$28,685Mileage not verified

Market: $24,185 – $29,620

Comparison: 32 similar vehicles

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

Ellsworth, WI

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Ellsworth, WI

Fair PriceLimited · 17
$29,275Mileage not verified

Market: $26,963 – $33,025

Comparison: 17 similar vehicles

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

Ellsworth, WI

2022 Chevrolet Silverado 1500 LTZ

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

2022 Chevrolet Silverado 1500 LTZ

Ellsworth, WI

UnscoredInsufficient · 3
$29,995111,249 mi

Comparison: 3 similar vehicles

Ellsworth, WI

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Ellsworth, WI

UnscoredLimited · 9
$30,72889,943 mi

Comparison: 9 similar vehicles

Ellsworth, WI

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Ellsworth, WI

Fair PriceLimited · 17
$31,080Mileage not verified

Market: $26,963 – $33,025

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Ellsworth, WI

2020 GMC Sierra 1500 Denali

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

2020 GMC Sierra 1500 Denali

Ellsworth, WI

UnscoredLimited · 8
$31,69596,543 mi

Comparison: 8 similar vehicles

Ellsworth, WI

2022 GMC Sierra 1500 SLE

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

2022 GMC Sierra 1500 SLE

Ellsworth, WI

UnscoredInsufficient · 3
$31,99540,728 mi

Comparison: 3 similar vehicles

Ellsworth, WI

2020 Chevrolet Silverado 1500 High Country

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

2020 Chevrolet Silverado 1500 High Country

Ellsworth, WI

UnscoredInsufficient · 3
$31,99593,634 mi

Comparison: 3 similar vehicles

Ellsworth, WI

2022 RAM 1500 Pickup Limited

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

2022 RAM 1500 Pickup Limited

Ellsworth, WI

UnscoredLimited · 12
$32,795102,000 mi

Comparison: 12 similar vehicles

Ellsworth, WI

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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