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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 6, 2026

7.1M+

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

149 listings found

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Knox, IN

Unscored
$2,990202,648 mi

Comparison: 68 similar vehicles

Knox, IN

2014 Jeep Grand Cherokee Laredo

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

2014 Jeep Grand Cherokee Laredo

Knox, IN

Unscored
$6,995217,504 mi

Comparison: 89 similar vehicles

Knox, IN

2012 Ford Focus S

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

2012 Ford Focus S

Knox, IN

UnscoredInsufficient · 3
$6,99570,147 mi

Comparison: 3 similar vehicles

Knox, IN

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

Knox, IN

Unscored
$9,250171,666 mi

Comparison: 174 similar vehicles

Knox, IN

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

Knox, IN

Unscored
$9,979186,978 mi

Comparison: 196 similar vehicles

Knox, IN

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Knox, IN

Fair PriceRobust · 83
$9,99082,941 mi

Market: $6,500 – $16,280

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Knox, IN

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Knox, IN

Unscored
$9,990129,546 mi

Comparison: 5 similar vehicles

Knox, IN

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Knox, IN

Unscored
$9,990143,097 mi

Comparison: 126 similar vehicles

Knox, IN

1982 Chevrolet Camaro

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

1982 Chevrolet Camaro

Knox, IN

UnscoredInsufficient · 0
$9,99023,942 mi

Knox, IN

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Knox, IN

Fair PriceModerate · 35
$9,995110,117 mi

Market: $6,995 – $16,408

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Knox, IN

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Knox, IN

UnscoredInsufficient · 3
$9,995144,741 mi

Comparison: 3 similar vehicles

Knox, IN

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Knox, IN

Fair PriceRobust · 282
$10,500118,113 mi

Market: $6,900 – $19,998

Comparison: 282 similar vehicles

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

Knox, IN

2019 Chrysler Pacifica Limited

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

2019 Chrysler Pacifica Limited

Knox, IN

Unscored
$10,995139,553 mi

Comparison: 139 similar vehicles

Knox, IN

2017 Ford F-150 Lariat

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

2017 Ford F-150 Lariat

Knox, IN

Unscored
$11,995Mileage not verified

Comparison: 144 similar vehicles

Knox, IN

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Knox, IN

Unscored
$12,000146,537 mi

Comparison: 72 similar vehicles

Knox, IN

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Knox, IN

Unscored
$12,482101,511 mi

Comparison: 7 similar vehicles

Knox, IN

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Knox, IN

Fair PriceRobust · 65
$12,49568,268 mi

Market: $7,995 – $16,868

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Knox, IN

2023 Hyundai Kona SEL

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

2023 Hyundai Kona SEL

Knox, IN

UnscoredInsufficient · 4
$12,500102,889 mi

Comparison: 4 similar vehicles

Knox, IN

2021 Nissan Altima SV

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

2021 Nissan Altima SV

Knox, IN

Unscored
$12,983136,057 mi

Comparison: 35 similar vehicles

Knox, IN

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Knox, IN

Unscored
$13,000164,345 mi

Comparison: 41 similar vehicles

Knox, IN

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Knox, IN

Fair PriceRobust · 91
$13,194114,261 mi

Market: $3,988 – $15,744

Comparison: 91 similar vehicles

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

Knox, IN

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Knox, IN

OverpricedRobust · 197
$13,19493,114 mi

Market: $2,632 – $10,995

Comparison: 197 similar vehicles

Priced ~20% above the typical market range for similar vehicles (based on current market benchmarks)

Knox, IN

2018 Buick Enclave Premium

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

2018 Buick Enclave Premium

Knox, IN

Unscored
$13,266157,099 mi

Comparison: 83 similar vehicles

Knox, IN

2018 Chrysler Pacifica Touring L

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

2018 Chrysler Pacifica Touring L

Knox, IN

Fair PriceRobust · 261
$13,792112,149 mi

Market: $4,995 – $35,500

Comparison: 261 similar vehicles

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

Knox, IN

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Knox, IN

Fair PriceRobust · 234
$13,990106,583 mi

Market: $6,995 – $19,990

Comparison: 234 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 246 days listed (based on current market benchmarks)

Knox, IN

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Knox, IN

Fair PriceRobust · 631
$13,995114,491 mi

Market: $6,500 – $20,095

Comparison: 631 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Knox, IN

2016 GMC Canyon SLE

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

2016 GMC Canyon SLE

Knox, IN

UnscoredInsufficient · 4
$13,995141,256 mi

Comparison: 4 similar vehicles

Knox, IN

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Knox, IN

Fair PriceRobust · 104
$14,19476,747 mi

Market: $3,495 – $15,095

Comparison: 104 similar vehicles

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

Knox, IN

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Knox, IN

Unscored
$14,194151,986 mi

Comparison: 8 similar vehicles

Knox, IN

2017 Ford Escape SE

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

2017 Ford Escape SE

Knox, IN

OverpricedLimited · 11
$14,69496,983 mi

Market: $7,956 – $11,844

Comparison: 11 similar vehicles

Priced ~24% above the typical market range for similar vehicles (based on current market benchmarks)

Knox, IN

2020 Buick Encore GX Select

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

2020 Buick Encore GX Select

Knox, IN

Fair PriceRobust · 52
$14,890112,515 mi

Market: $10,495 – $16,309

Comparison: 52 similar vehicles

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

Knox, IN

2016 Chrysler 200 C

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

2016 Chrysler 200 C

Knox, IN

Fair PriceModerate · 21
$15,19485,423 mi

Market: $4,309 – $15,214

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Knox, IN

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

Knox, IN

Unscored
$15,194133,700 mi

Comparison: 6 similar vehicles

Knox, IN

2019 Chevrolet Traverse 3LT

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

2019 Chevrolet Traverse 3LT

Knox, IN

Fair PriceRobust · 136
$15,990115,926 mi

Market: $8,900 – $22,595

Comparison: 136 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Knox, IN

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Knox, IN

OverpricedLimited · 15
$16,18674,509 mi

Market: $9,255 – $16,034

Comparison: 15 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Knox, IN

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Knox, IN

UnscoredInsufficient · 4
$16,284102,972 mi

Comparison: 4 similar vehicles

Knox, IN

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Knox, IN

OverpricedModerate · 22
$16,694144,216 mi

Market: $7,500 – $15,495

Comparison: 22 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Knox, IN

2020 Jeep Cherokee Limited

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

2020 Jeep Cherokee Limited

Knox, IN

Fair PriceRobust · 201
$17,10193,851 mi

Market: $6,380 – $23,997

Comparison: 201 similar vehicles

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

Knox, IN

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Knox, IN

Unscored
$17,54969,997 mi

Comparison: 9 similar vehicles

Knox, IN

2020 Buick Encore GX Preferred

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

2020 Buick Encore GX Preferred

Knox, IN

OverpricedRobust · 50
$17,71770,644 mi

Market: $11,214 – $16,380

Comparison: 50 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Knox, IN

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Knox, IN

Unscored
$17,935124,793 mi

Comparison: 623 similar vehicles

Knox, IN

2017 Chevrolet Silverado 1500 LTZ

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

2017 Chevrolet Silverado 1500 LTZ

Knox, IN

Unscored
$18,694140,753 mi

Comparison: 149 similar vehicles

Knox, IN

2021 Chevrolet Express Cargo Work Van

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

2021 Chevrolet Express Cargo Work Van

Knox, IN

Fair PriceRobust · 101
$19,490101,959 mi

Market: $12,900 – $26,189

Comparison: 101 similar vehicles

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

Knox, IN

2021 Chevrolet Express Cargo Work Van

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

2021 Chevrolet Express Cargo Work Van

Knox, IN

Fair PriceRobust · 101
$19,99092,557 mi

Market: $12,900 – $26,189

Comparison: 101 similar vehicles

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

Knox, IN

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Knox, IN

OverpricedLimited · 10
$19,99099,204 mi

Market: $11,248 – $19,156

Comparison: 10 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Knox, IN

2015 Ford F-250 Super Duty King Ranch

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

2015 Ford F-250 Super Duty King Ranch

Knox, IN

UnscoredInsufficient · 3
$20,000240,143 mi

Comparison: 3 similar vehicles

Knox, IN

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Knox, IN

Fair PriceModerate · 37
$20,19485,620 mi

Market: $9,500 – $21,402

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Knox, IN

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Knox, IN

Fair PriceModerate · 26
$20,55842,989 mi

Market: $19,197 – $23,032

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Knox, IN

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Knox, IN

Unscored
$20,99051,704 mi

Comparison: 9 similar vehicles

Knox, IN

2019 Chevrolet Silverado 1500 RST

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

2019 Chevrolet Silverado 1500 RST

Knox, IN

Unscored
$21,500145,413 mi

Comparison: 5 similar vehicles

Knox, IN

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 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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