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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 8, 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

643 listings found

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Sheffield, OH

Fair PriceLimited · 11
$6,388112,446 mi

Market: $4,500 – $14,988

Comparison: 11 similar vehicles

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

Sheffield, OH

2001 Chevrolet C series

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

2001 Chevrolet C series

Sheffield, OH

UnscoredInsufficient · 0
$9,393253,911 mi

Sheffield, OH

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Sheffield, OH

UnscoredInsufficient · 0
$9,88845,113 mi

Sheffield, OH

2020 Chrysler Voyager LXI

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

2020 Chrysler Voyager LXI

Sheffield, OH

UnscoredInsufficient · 4
$10,388144,878 mi

Comparison: 4 similar vehicles

Sheffield, OH

2019 Ford Escape SE

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

2019 Ford Escape SE

Sheffield, OH

Fair PriceModerate · 28
$10,388111,994 mi

Market: $4,000 – $14,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Sheffield, OH

2020 Hyundai Kona SEL Plus

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

2020 Hyundai Kona SEL Plus

Sheffield, OH

Unscored
$11,388104,482 mi

Comparison: 5 similar vehicles

Sheffield, OH

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Sheffield, OH

Fair PriceLimited · 16
$12,38875,479 mi

Market: $7,999 – $15,373

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Sheffield, OH

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Sheffield, OH

Unscored
$12,38872,356 mi

Comparison: 9 similar vehicles

Sheffield, OH

2020 Chevrolet Blazer 3LT

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

2020 Chevrolet Blazer 3LT

Sheffield, OH

Unscored
$13,388127,258 mi

Comparison: 7 similar vehicles

Sheffield, OH

2018 Volkswagen Passat R-Line

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

2018 Volkswagen Passat R-Line

Sheffield, OH

Fair PriceLimited · 14
$13,78877,313 mi

Market: $6,255 – $14,480

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Sheffield, OH

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Sheffield, OH

Unscored
$14,18861,045 mi

Comparison: 8 similar vehicles

Sheffield, OH

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Sheffield, OH

Unscored
$14,88847,142 mi

Comparison: 6 similar vehicles

Sheffield, OH

2018 Ford Ecosport SES

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

2018 Ford Ecosport SES

Sheffield, OH

UnscoredInsufficient · 3
$14,88847,189 mi

Comparison: 3 similar vehicles

Sheffield, OH

2019 Jeep Grand Cherokee High Altitude

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

2019 Jeep Grand Cherokee High Altitude

Sheffield, OH

Unscored
$15,388126,184 mi

Comparison: 8 similar vehicles

Sheffield, OH

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Sheffield, OH

UnscoredInsufficient · 3
$16,38842,236 mi

Comparison: 3 similar vehicles

Sheffield, OH

2024 Kia Soul LX

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

2024 Kia Soul LX

Sheffield, OH

Fair PriceModerate · 41
$17,13054,066 mi

Market: $15,970 – $26,488

Comparison: 41 similar vehicles

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

Sheffield, OH

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Sheffield, OH

Fair PriceLimited · 15
$17,18828,350 mi

Market: $16,889 – $20,275

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Sheffield, OH

2019 INFINITI QX60 LUXE

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

2019 INFINITI QX60 LUXE

Sheffield, OH

UnscoredInsufficient · 3
$17,18881,185 mi

Comparison: 3 similar vehicles

Sheffield, OH

2022 Ford EcoSport SES

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

2022 Ford EcoSport SES

Sheffield, OH

Unscored
$17,38839,747 mi

Comparison: 5 similar vehicles

Sheffield, OH

2021 Ford Escape Titanium

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

2021 Ford Escape Titanium

Sheffield, OH

Unscored
$17,38881,394 mi

Comparison: 8 similar vehicles

Sheffield, OH

2019 Lincoln MKC Select

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

2019 Lincoln MKC Select

Sheffield, OH

Fair PriceModerate · 24
$17,38870,075 mi

Market: $6,995 – $17,999

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Sheffield, OH

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Sheffield, OH

UnscoredInsufficient · 0
$17,3883,886 mi

Sheffield, OH

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Sheffield, OH

Unscored
$17,38895,133 mi

Comparison: 5 similar vehicles

Sheffield, OH

2019 Hyundai Tucson Sport

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

2019 Hyundai Tucson Sport

Sheffield, OH

Unscored
$17,59762,831 mi

Comparison: 7 similar vehicles

Sheffield, OH

2024 Nissan Altima S

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

2024 Nissan Altima S

Sheffield, OH

Fair PriceModerate · 37
$17,63747,828 mi

Market: $14,795 – $20,192

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Sheffield, OH

2021 Ford Transit Connect XL

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

2021 Ford Transit Connect XL

Sheffield, OH

Fair PriceRobust · 52
$18,28880,452 mi

Market: $11,475 – $19,297

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Sheffield, OH

2020 Chevrolet Blazer 2LT

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

2020 Chevrolet Blazer 2LT

Sheffield, OH

UnscoredInsufficient · 0
$18,38841,785 mi

Sheffield, OH

2021 Jeep Compass 80th Spec. Edition

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

2021 Jeep Compass 80th Spec. Edition

Sheffield, OH

UnscoredInsufficient · 0
$19,18822,810 mi

Sheffield, OH

2021 Chrysler Pacifica Hybrid Touring

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

2021 Chrysler Pacifica Hybrid Touring

Sheffield, OH

UnscoredInsufficient · 0
$19,38859,967 mi

Sheffield, OH

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

Sheffield, OH

Great DealLimited · 19
$19,388108,179 mi

Market: $21,995 – $27,445

Comparison: 19 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 24 days listed (based on current market benchmarks)

Sheffield, OH

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Sheffield, OH

Unscored
$19,38866,916 mi

Comparison: 6 similar vehicles

Sheffield, OH

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Sheffield, OH

Fair PriceModerate · 30
$19,40861,282 mi

Market: $17,152 – $23,393

Comparison: 30 similar vehicles

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

Sheffield, OH

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Sheffield, OH

Fair PriceLimited · 16
$19,58861,910 mi

Market: $14,689 – $21,898

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Sheffield, OH

2020 Subaru Forester Limited

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

2020 Subaru Forester Limited

Sheffield, OH

Unscored
$19,88890,179 mi

Comparison: 6 similar vehicles

Sheffield, OH

2023 Kia Seltos S

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

2023 Kia Seltos S

Sheffield, OH

Unscored
$20,12931,435 mi

Comparison: 9 similar vehicles

Sheffield, OH

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Sheffield, OH

Unscored
$20,28879,412 mi

Comparison: 6 similar vehicles

Sheffield, OH

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

Sheffield, OH

Unscored
$20,38848,732 mi

Comparison: 8 similar vehicles

Sheffield, OH

2023 Ford Escape Active

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

2023 Ford Escape Active

Sheffield, OH

Fair PriceModerate · 28
$20,38833,779 mi

Market: $17,366 – $23,198

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Sheffield, OH

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Sheffield, OH

Unscored
$20,38850,225 mi

Comparison: 9 similar vehicles

Sheffield, OH

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Sheffield, OH

Unscored
$20,38844,958 mi

Comparison: 7 similar vehicles

Sheffield, OH

2022 Ford EcoSport SE

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

2022 Ford EcoSport SE

Sheffield, OH

Fair PriceLimited · 13
$20,38817,932 mi

Market: $16,875 – $20,986

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Sheffield, OH

2019 Lexus RX 350

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

2019 Lexus RX 350

Sheffield, OH

Great DealLimited · 10
$20,388117,049 mi

Market: $21,799 – $28,367

Comparison: 10 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 38 days listed (based on current market benchmarks)

Sheffield, OH

2018 Mazda Mazda6 Grand Touring Reserve

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

2018 Mazda Mazda6 Grand Touring Reserve

Sheffield, OH

Unscored
$20,38843,118 mi

Comparison: 5 similar vehicles

Sheffield, OH

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Sheffield, OH

Great DealModerate · 49
$21,18825,046 mi

Market: $21,988 – $25,814

Comparison: 49 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 167 days listed (based on current market benchmarks)

Sheffield, OH

2024 Buick Envista Preferred

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

2024 Buick Envista Preferred

Sheffield, OH

Fair PriceModerate · 24
$21,26042,999 mi

Market: $19,398 – $22,320

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Sheffield, OH

2018 Volkswagen Beetle SE

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

2018 Volkswagen Beetle SE

Sheffield, OH

UnscoredInsufficient · 0
$21,28743,858 mi

Sheffield, OH

2023 Hyundai Tucson SEL

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

2023 Hyundai Tucson SEL

Sheffield, OH

Unscored
$21,38831,862 mi

Comparison: 8 similar vehicles

Sheffield, OH

2022 Subaru Outback Limited

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

2022 Subaru Outback Limited

Sheffield, OH

Unscored
$21,75286,523 mi

Comparison: 9 similar vehicles

Sheffield, OH

2022 Kia Sorento X-Line S

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

2022 Kia Sorento X-Line S

Sheffield, OH

Unscored
$21,76891,062 mi

Comparison: 5 similar vehicles

Sheffield, OH

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Sheffield, OH

UnscoredInsufficient · 3
$21,88836,985 mi

Comparison: 3 similar vehicles

Sheffield, OH

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 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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