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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 October 31, 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

703 listings found

2000 Chrysler Sebring JXI

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

2000 Chrysler Sebring JXI

Ashland, OH

UnscoredInsufficient · 0
$4,00085,767 mi

Ashland, OH

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Ashland, OH

Unscored
$5,975142,614 mi

Comparison: 15 similar vehicles

Ashland, OH

2008 Ford Edge SEL

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

2008 Ford Edge SEL

Ashland, OH

Fair PriceLimited · 11
$6,120104,282 mi

Market: $2,443 – $6,995

Comparison: 11 similar vehicles

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

Ashland, OH

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Ashland, OH

Unscored
$6,995159,075 mi

Comparison: 15 similar vehicles

Ashland, OH

2018 Ford Edge Titanium

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

2018 Ford Edge Titanium

Ashland, OH

Unscored
$7,388146,114 mi

Comparison: 82 similar vehicles

Ashland, OH

2014 Volkswagen Jetta Base

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

2014 Volkswagen Jetta Base

Ashland, OH

UnscoredInsufficient · 3
$7,500107,760 mi

Comparison: 3 similar vehicles

Ashland, OH

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Ashland, OH

Unscored
$7,57590,983 mi

Comparison: 7 similar vehicles

Ashland, OH

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Ashland, OH

Unscored
$8,204136,743 mi

Comparison: 9 similar vehicles

Ashland, OH

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

Ashland, OH

Unscored
$8,500190,206 mi

Comparison: 33 similar vehicles

Ashland, OH

2019 Kia Optima S

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

2019 Kia Optima S

Ashland, OH

Unscored
$8,780142,148 mi

Comparison: 22 similar vehicles

Ashland, OH

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Ashland, OH

Fair PriceRobust · 96
$8,95098,310 mi

Market: $3,988 – $15,195

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Ashland, OH

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Ashland, OH

UnscoredInsufficient · 3
$9,387146,564 mi

Comparison: 3 similar vehicles

Ashland, OH

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Ashland, OH

Unscored
$9,898123,226 mi

Comparison: 87 similar vehicles

Ashland, OH

2015 Buick Encore Base

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

2015 Buick Encore Base

Ashland, OH

Fair PriceModerate · 42
$9,90780,659 mi

Market: $4,500 – $16,588

Comparison: 42 similar vehicles

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

Ashland, OH

2015 Honda Civic EX

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

2015 Honda Civic EX

Ashland, OH

Fair PriceRobust · 50
$9,975119,415 mi

Market: $5,900 – $15,220

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 261 days listed (based on current market benchmarks)

Ashland, OH

2017 Ford Escape SE

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

2017 Ford Escape SE

Ashland, OH

Fair PriceLimited · 13
$9,98780,649 mi

Market: $3,995 – $13,990

Comparison: 13 similar vehicles

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

Ashland, OH

2015 Ford Escape SE

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

2015 Ford Escape SE

Ashland, OH

Unscored
$10,01062,518 mi

Comparison: 7 similar vehicles

Ashland, OH

1984 Chevrolet Corvette

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

1984 Chevrolet Corvette

Ashland, OH

UnscoredInsufficient · 0
$10,50067,000 mi

Ashland, OH

1981 Buick Electra

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

1981 Buick Electra

Ashland, OH

UnscoredInsufficient · 0
$11,90071,010 mi

Ashland, OH

2016 RAM 1500 Pickup Big Horn

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

2016 RAM 1500 Pickup Big Horn

Ashland, OH

Unscored
$12,048251,666 mi

Comparison: 6 similar vehicles

Ashland, OH

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

Ashland, OH

Unscored
$12,670136,937 mi

Comparison: 15 similar vehicles

Ashland, OH

2019 Toyota Camry XSE

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

2019 Toyota Camry XSE

Ashland, OH

Unscored
$12,850205,638 mi

Comparison: 60 similar vehicles

Ashland, OH

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Ashland, OH

UnscoredInsufficient · 4
$13,50064,726 mi

Comparison: 4 similar vehicles

Ashland, OH

1991 Ford Taurus

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

1991 Ford Taurus

Ashland, OH

UnscoredInsufficient · 0
$13,500124,200 mi

Ashland, OH

1982 Chevrolet Camaro

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

1982 Chevrolet Camaro

Ashland, OH

UnscoredInsufficient · 0
$13,50072,000 mi

Ashland, OH

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Ashland, OH

Unscored
$13,775130,576 mi

Comparison: 12 similar vehicles

Ashland, OH

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Ashland, OH

Unscored
$14,146182,549 mi

Comparison: 13 similar vehicles

Ashland, OH

2016 Toyota Avalon XLE

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

2016 Toyota Avalon XLE

Ashland, OH

UnscoredInsufficient · 4
$14,510112,784 mi

Comparison: 4 similar vehicles

Ashland, OH

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Ashland, OH

Unscored
$14,976164,611 mi

Comparison: 24 similar vehicles

Ashland, OH

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Ashland, OH

Unscored
$14,990119,738 mi

Comparison: 6 similar vehicles

Ashland, OH

2017 GMC Sierra 1500 Denali

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

2017 GMC Sierra 1500 Denali

Ashland, OH

Unscored
$15,024186,473 mi

Comparison: 62 similar vehicles

Ashland, OH

2021 Kia Seltos S

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

2021 Kia Seltos S

Ashland, OH

UnscoredInsufficient · 3
$15,07076,802 mi

Comparison: 3 similar vehicles

Ashland, OH

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

Ashland, OH

Fair PriceLimited · 17
$15,70057,236 mi

Market: $15,389 – $20,397

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Ashland, OH

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Ashland, OH

Fair PriceLimited · 10
$15,98685,732 mi

Market: $12,535 – $17,814

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Ashland, OH

2019 Buick Envision Premium I

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

2019 Buick Envision Premium I

Ashland, OH

Unscored
$16,66371,422 mi

Comparison: 8 similar vehicles

Ashland, OH

2022 Volkswagen Tiguan SE

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

2022 Volkswagen Tiguan SE

Ashland, OH

Fair PriceRobust · 95
$16,99878,720 mi

Market: $10,900 – $20,490

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Ashland, OH

2020 Honda Accord EX

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

2020 Honda Accord EX

Ashland, OH

Fair PriceModerate · 22
$17,137106,966 mi

Market: $14,701 – $21,985

Comparison: 22 similar vehicles

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

Ashland, OH

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Ashland, OH

Fair PriceRobust · 55
$17,40765,355 mi

Market: $9,366 – $17,779

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Ashland, OH

2018 Toyota Camry LE

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

2018 Toyota Camry LE

Ashland, OH

Fair PriceRobust · 126
$17,50678,645 mi

Market: $7,995 – $21,766

Comparison: 126 similar vehicles

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

Ashland, OH

2020 Jeep Compass Latitude

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

2020 Jeep Compass Latitude

Ashland, OH

Fair PriceLimited · 18
$17,53160,923 mi

Market: $12,518 – $19,488

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Ashland, OH

2022 Volkswagen Atlas Cross Sport SE w/Tech

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

2022 Volkswagen Atlas Cross Sport SE w/Tech

Ashland, OH

Fair PriceModerate · 23
$17,79892,846 mi

Market: $15,995 – $24,398

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Ashland, OH

2024 Kia Soul LX

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

2024 Kia Soul LX

Ashland, OH

Fair PriceRobust · 83
$17,86147,370 mi

Market: $15,800 – $22,098

Comparison: 83 similar vehicles

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

Ashland, OH

2007 Chevrolet Silverado 2500HD LTZ

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

2007 Chevrolet Silverado 2500HD LTZ

Ashland, OH

UnscoredInsufficient · 4
$17,91372,869 mi

Comparison: 4 similar vehicles

Ashland, OH

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Ashland, OH

Unscored
$17,938142,693 mi

Comparison: 74 similar vehicles

Ashland, OH

2020 Kia Telluride S

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

2020 Kia Telluride S

Ashland, OH

Great DealLimited · 15
$17,95396,121 mi

Market: $18,670 – $21,438

Comparison: 15 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 51 days listed (based on current market benchmarks)

Ashland, OH

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Ashland, OH

Great DealLimited · 10
$18,24725,606 mi

Market: $18,936 – $21,998

Comparison: 10 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 52 days listed (based on current market benchmarks)

Ashland, OH

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Ashland, OH

Fair PriceModerate · 21
$18,37470,352 mi

Market: $13,448 – $19,483

Comparison: 21 similar vehicles

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

Ashland, OH

2019 Chevrolet Blazer RS

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

2019 Chevrolet Blazer RS

Ashland, OH

Unscored
$18,39489,527 mi

Comparison: 7 similar vehicles

Ashland, OH

2023 Kia Sportage X-Line

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

2023 Kia Sportage X-Line

Ashland, OH

Fair PriceLimited · 17
$18,398106,301 mi

Market: $18,272 – $24,188

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Ashland, OH

2025 Hyundai Venue SEL

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

2025 Hyundai Venue SEL

Ashland, OH

Unscored
$18,77831,186 mi

Comparison: 9 similar vehicles

Ashland, 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 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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