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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

108 listings found

2007 Honda Accord EX

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

2007 Honda Accord EX

Ripley, WV

Unscored
$4,999240,000 mi

Comparison: 11 similar vehicles

Ripley, WV

2017 Nissan Versa Sedan S Plus

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

2017 Nissan Versa Sedan S Plus

Ripley, WV

UnscoredInsufficient · 0
$5,574139,134 mi

Ripley, WV

2014 Chevrolet Sonic LS

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

2014 Chevrolet Sonic LS

Ripley, WV

Unscored
$5,94592,152 mi

Comparison: 7 similar vehicles

Ripley, WV

2008 Kia Rio SX

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

2008 Kia Rio SX

Ripley, WV

UnscoredInsufficient · 0
$6,49965,648 mi

Ripley, WV

2017 Kia Sedona LX

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

2017 Kia Sedona LX

Ripley, WV

Unscored
$6,562220,096 mi

Comparison: 20 similar vehicles

Ripley, WV

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Ripley, WV

Fair PriceModerate · 32
$8,781113,321 mi

Market: $4,850 – $13,449

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Ripley, WV

2019 Toyota Corolla LE

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

2019 Toyota Corolla LE

Ripley, WV

Unscored
$8,846237,873 mi

Comparison: 43 similar vehicles

Ripley, WV

2013 Dodge Charger SE

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

2013 Dodge Charger SE

Ripley, WV

Unscored
$9,999183,600 mi

Comparison: 5 similar vehicles

Ripley, WV

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Ripley, WV

UnscoredInsufficient · 3
$10,499162,865 mi

Comparison: 3 similar vehicles

Ripley, WV

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Ripley, WV

Fair PriceRobust · 90
$10,499105,047 mi

Market: $2,900 – $14,790

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Ripley, WV

2008 Jeep Wrangler Unlimited X

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

2008 Jeep Wrangler Unlimited X

Ripley, WV

Unscored
$10,527159,655 mi

Comparison: 10 similar vehicles

Ripley, WV

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Ripley, WV

Unscored
$10,572170,000 mi

Comparison: 19 similar vehicles

Ripley, WV

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Ripley, WV

UnscoredInsufficient · 0
$10,87442,440 mi

Ripley, WV

2020 Kia Soul LX

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

2020 Kia Soul LX

Ripley, WV

Unscored
$10,999122,500 mi

Comparison: 116 similar vehicles

Ripley, WV

2018 Ford Escape SE

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

2018 Ford Escape SE

Ripley, WV

Unscored
$11,361101,840 mi

Comparison: 7 similar vehicles

Ripley, WV

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Ripley, WV

UnscoredInsufficient · 3
$12,010140,638 mi

Comparison: 3 similar vehicles

Ripley, WV

2020 Chevrolet Sonic

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

2020 Chevrolet Sonic

Ripley, WV

UnscoredInsufficient · 0
$12,499109,844 mi

Ripley, WV

2020 Ford Escape S

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

2020 Ford Escape S

Ripley, WV

Fair PriceLimited · 13
$15,07255,555 mi

Market: $14,246 – $16,900

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Ripley, WV

2021 Chevrolet Traverse 3LT

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

2021 Chevrolet Traverse 3LT

Ripley, WV

Unscored
$15,832154,726 mi

Comparison: 74 similar vehicles

Ripley, WV

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

Ripley, WV

UnscoredInsufficient · 0
$15,99957,203 mi

Ripley, WV

2013 Toyota Sequoia Platinum

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

2013 Toyota Sequoia Platinum

Ripley, WV

UnscoredInsufficient · 4
$16,560198,743 mi

Comparison: 4 similar vehicles

Ripley, WV

2019 Subaru Impreza Base

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

2019 Subaru Impreza Base

Ripley, WV

UnscoredInsufficient · 0
$16,57239,604 mi

Ripley, WV

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Ripley, WV

Unscored
$17,09760,192 mi

Comparison: 6 similar vehicles

Ripley, WV

2019 Volkswagen Atlas S

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

2019 Volkswagen Atlas S

Ripley, WV

Unscored
$17,57069,950 mi

Comparison: 6 similar vehicles

Ripley, WV

2019 Dodge Durango SXT Plus

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

2019 Dodge Durango SXT Plus

Ripley, WV

Fair PriceLimited · 15
$17,572103,705 mi

Market: $12,870 – $19,900

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Ripley, WV

2015 Ford F-150 Platinum

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

2015 Ford F-150 Platinum

Ripley, WV

UnscoredInsufficient · 3
$18,568167,763 mi

Comparison: 3 similar vehicles

Ripley, WV

2024 Hyundai Kona SEL

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

2024 Hyundai Kona SEL

Ripley, WV

UnscoredInsufficient · 4
$18,57257,138 mi

Comparison: 4 similar vehicles

Ripley, WV

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Ripley, WV

Fair PriceRobust · 108
$18,99998,520 mi

Market: $8,499 – $21,995

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Ripley, WV

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Ripley, WV

UnscoredInsufficient · 4
$19,56257,874 mi

Comparison: 4 similar vehicles

Ripley, WV

2025 Mazda Mazda3 Select Sport

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

2025 Mazda Mazda3 Select Sport

Ripley, WV

Fair PriceModerate · 27
$19,57241,219 mi

Market: $17,998 – $24,387

Comparison: 27 similar vehicles

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

Ripley, WV

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Ripley, WV

UnscoredInsufficient · 3
$19,81132,754 mi

Comparison: 3 similar vehicles

Ripley, WV

2016 GMC Yukon XL Denali

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

2016 GMC Yukon XL Denali

Ripley, WV

Unscored
$19,999160,912 mi

Comparison: 21 similar vehicles

Ripley, WV

2021 Honda Civic Hatchback Sport

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

2021 Honda Civic Hatchback Sport

Ripley, WV

Fair PriceLimited · 18
$20,17463,952 mi

Market: $16,298 – $20,443

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Ripley, WV

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Ripley, WV

Unscored
$20,44063,026 mi

Comparison: 12 similar vehicles

Ripley, WV

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Ripley, WV

Fair PriceLimited · 15
$21,10053,447 mi

Market: $20,600 – $24,004

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Ripley, WV

2020 Jeep Wrangler Unlimited Altitude

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

2020 Jeep Wrangler Unlimited Altitude

Ripley, WV

Fair PriceRobust · 72
$21,34676,074 mi

Market: $18,369 – $25,749

Comparison: 72 similar vehicles

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

Ripley, WV

2024 Hyundai Sonata SEL

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

2024 Hyundai Sonata SEL

Ripley, WV

UnscoredInsufficient · 4
$21,38539,979 mi

Comparison: 4 similar vehicles

Ripley, WV

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Ripley, WV

Unscored
$21,85235,017 mi

Comparison: 9 similar vehicles

Ripley, WV

2025 Chevrolet Trax Activ

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

2025 Chevrolet Trax Activ

Ripley, WV

Fair PriceModerate · 25
$22,09749,831 mi

Market: $20,372 – $23,931

Comparison: 25 similar vehicles

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

Ripley, WV

2021 RAM 1500 Pickup Big Horn/Lone Star

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

2021 RAM 1500 Pickup Big Horn/Lone Star

Ripley, WV

Fair PriceLimited · 16
$22,863101,117 mi

Market: $21,998 – $29,565

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Ripley, WV

2018 Chevrolet Suburban LT

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

2018 Chevrolet Suburban LT

Ripley, WV

Unscored
$22,999145,307 mi

Comparison: 27 similar vehicles

Ripley, WV

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

Ripley, WV

Fair PriceModerate · 29
$23,64255,082 mi

Market: $22,000 – $27,890

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Ripley, WV

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

Ripley, WV

Fair PriceLimited · 18
$23,71677,299 mi

Market: $16,495 – $29,995

Comparison: 18 similar vehicles

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

Ripley, WV

2025 Kia K4 GT-Line

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

2025 Kia K4 GT-Line

Ripley, WV

Fair PriceRobust · 109
$23,83917,097 mi

Market: $22,750 – $26,998

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Ripley, WV

2023 GMC Terrain AT4

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

2023 GMC Terrain AT4

Ripley, WV

Fair PriceModerate · 25
$24,34073,789 mi

Market: $23,309 – $26,290

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Ripley, WV

2025 Honda Civic LX

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

2025 Honda Civic LX

Ripley, WV

Unscored
$24,56513,505 mi

Comparison: 9 similar vehicles

Ripley, WV

2019 Jeep Wrangler Unlimited Sahara

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

2019 Jeep Wrangler Unlimited Sahara

Ripley, WV

Fair PriceModerate · 49
$24,88957,599 mi

Market: $24,448 – $29,700

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Ripley, WV

2025 Mazda CX-5 S Select Package

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

2025 Mazda CX-5 S Select Package

Ripley, WV

Fair PriceRobust · 58
$25,52424,162 mi

Market: $22,998 – $28,988

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Ripley, WV

2022 Dodge Durango SXT

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

2022 Dodge Durango SXT

Ripley, WV

UnscoredInsufficient · 0
$25,71449,985 mi

Ripley, WV

2026 Ford Escape ST-Line

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

2026 Ford Escape ST-Line

Ripley, WV

UnscoredInsufficient · 4
$25,9349,603 mi

Comparison: 4 similar vehicles

Ripley, WV

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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