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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

252 listings found

2018 Dodge Journey GT

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

2018 Dodge Journey GT

Shelby, OH

Unscored
$6,588156,890 mi

Comparison: 56 similar vehicles

Shelby, OH

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Shelby, OH

Fair PriceRobust · 251
$7,411116,677 mi

Market: $2,800 – $13,194

Comparison: 251 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Shelby, OH

2006 Chrysler PT Cruiser Base

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

2006 Chrysler PT Cruiser Base

Shelby, OH

UnscoredInsufficient · 0
$7,41137,509 mi

Shelby, OH

2017 Chevrolet Spark 1LT

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

2017 Chevrolet Spark 1LT

Shelby, OH

Unscored
$9,411109,710 mi

Comparison: 9 similar vehicles

Shelby, OH

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Shelby, OH

Unscored
$9,41177,883 mi

Comparison: 5 similar vehicles

Shelby, OH

2013 MINI Cooper S

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

2013 MINI Cooper S

Shelby, OH

Fair PriceLimited · 16
$9,411112,682 mi

Market: $5,495 – $10,998

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 240 days listed (based on current market benchmarks)

Shelby, OH

2021 Volkswagen Tiguan SEL

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

2021 Volkswagen Tiguan SEL

Shelby, OH

Unscored
$9,850151,211 mi

Comparison: 19 similar vehicles

Shelby, OH

2021 Chevrolet Spark 1LT

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

2021 Chevrolet Spark 1LT

Shelby, OH

Fair PriceModerate · 21
$10,411116,849 mi

Market: $6,434 – $16,705

Comparison: 21 similar vehicles

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

Shelby, OH

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Shelby, OH

Fair PriceRobust · 114
$10,411108,259 mi

Market: $4,795 – $18,088

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Shelby, OH

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Shelby, OH

Fair PriceRobust · 108
$10,411117,379 mi

Market: $3,900 – $12,590

Comparison: 108 similar vehicles

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

Shelby, OH

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Shelby, OH

UnscoredInsufficient · 4
$10,411131,825 mi

Comparison: 4 similar vehicles

Shelby, OH

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Shelby, OH

UnscoredInsufficient · 3
$10,41182,169 mi

Comparison: 3 similar vehicles

Shelby, OH

2014 Buick Encore Base

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

2014 Buick Encore Base

Shelby, OH

Fair PriceModerate · 23
$10,411105,685 mi

Market: $4,950 – $12,395

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Shelby, OH

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

Shelby, OH

UnscoredInsufficient · 3
$10,411136,579 mi

Comparison: 3 similar vehicles

Shelby, OH

2006 Toyota Tacoma Base

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

2006 Toyota Tacoma Base

Shelby, OH

Unscored
$10,503241,810 mi

Comparison: 14 similar vehicles

Shelby, OH

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Shelby, OH

Unscored
$10,820133,720 mi

Comparison: 67 similar vehicles

Shelby, OH

2019 Kia RIO LX

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

2019 Kia RIO LX

Shelby, OH

UnscoredInsufficient · 0
$11,41145,208 mi

Shelby, OH

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Shelby, OH

Fair PriceRobust · 114
$11,41185,839 mi

Market: $4,795 – $18,088

Comparison: 114 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 224 days listed (based on current market benchmarks)

Shelby, OH

2018 Chevrolet Trax LT

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

2018 Chevrolet Trax LT

Shelby, OH

UnscoredInsufficient · 4
$11,41182,121 mi

Comparison: 4 similar vehicles

Shelby, OH

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Shelby, OH

Unscored
$11,411118,885 mi

Comparison: 5 similar vehicles

Shelby, OH

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Shelby, OH

Fair PriceRobust · 76
$11,411111,078 mi

Market: $5,000 – $15,948

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Shelby, OH

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Shelby, OH

Unscored
$11,41172,770 mi

Comparison: 9 similar vehicles

Shelby, OH

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Shelby, OH

Unscored
$11,41161,295 mi

Comparison: 5 similar vehicles

Shelby, OH

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Shelby, OH

Unscored
$11,411137,450 mi

Comparison: 111 similar vehicles

Shelby, OH

2002 Ford Thunderbird Premium

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

2002 Ford Thunderbird Premium

Shelby, OH

Fair PriceModerate · 36
$12,41190,948 mi

Market: $8,500 – $15,355

Comparison: 36 similar vehicles

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

Shelby, OH

1988 Chevrolet R30

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

1988 Chevrolet R30

Shelby, OH

UnscoredInsufficient · 0
$12,41112,425 mi

Shelby, OH

2020 Dodge Journey Crossroad

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

2020 Dodge Journey Crossroad

Shelby, OH

Fair PriceModerate · 32
$12,46687,621 mi

Market: $7,500 – $15,500

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Shelby, OH

2022 Chevrolet Blazer 2LT

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

2022 Chevrolet Blazer 2LT

Shelby, OH

Unscored
$13,396122,469 mi

Comparison: 145 similar vehicles

Shelby, OH

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Shelby, OH

Fair PriceRobust · 54
$13,41184,201 mi

Market: $3,995 – $13,900

Comparison: 54 similar vehicles

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

Shelby, OH

2016 Jeep Compass Latitude

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

2016 Jeep Compass Latitude

Shelby, OH

UnscoredInsufficient · 0
$13,41159,452 mi

Shelby, OH

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Shelby, OH

Fair PriceRobust · 242
$13,41197,917 mi

Market: $4,480 – $22,388

Comparison: 242 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 302 days listed (based on current market benchmarks)

Shelby, OH

2016 Chevrolet Impala Limited 1FL

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

2016 Chevrolet Impala Limited 1FL

Shelby, OH

Unscored
$13,41161,119 mi

Comparison: 6 similar vehicles

Shelby, OH

2016 Buick Encore Sport Touring

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

2016 Buick Encore Sport Touring

Shelby, OH

OverpricedLimited · 19
$13,41165,416 mi

Market: $6,450 – $13,335

Comparison: 19 similar vehicles

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

Shelby, OH

2016 Buick Encore Convenience

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

2016 Buick Encore Convenience

Shelby, OH

OverpricedModerate · 40
$13,41162,318 mi

Market: $6,000 – $13,386

Comparison: 40 similar vehicles

Shelby, OH

2016 Kia Forte5 EX

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

2016 Kia Forte5 EX

Shelby, OH

UnscoredInsufficient · 0
$13,41158,407 mi

Shelby, OH

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Shelby, OH

Fair PriceRobust · 188
$13,96878,120 mi

Market: $5,900 – $19,688

Comparison: 188 similar vehicles

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

Shelby, OH

2017 Ford F-450 Super Duty Chassis Cab XL

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

2017 Ford F-450 Super Duty Chassis Cab XL

Shelby, OH

UnscoredInsufficient · 3
$14,198150,441 mi

Comparison: 3 similar vehicles

Shelby, OH

2020 Ford Fusion Hybrid SEL

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

2020 Ford Fusion Hybrid SEL

Shelby, OH

UnscoredInsufficient · 0
$14,29889,192 mi

Shelby, OH

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Shelby, OH

Fair PriceModerate · 21
$14,41159,868 mi

Market: $8,900 – $16,795

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Shelby, OH

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Shelby, OH

Unscored
$14,41149,260 mi

Comparison: 6 similar vehicles

Shelby, OH

2018 Dodge Grand Caravan SE Plus

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

2018 Dodge Grand Caravan SE Plus

Shelby, OH

Fair PriceModerate · 27
$14,41194,949 mi

Market: $3,900 – $14,983

Comparison: 27 similar vehicles

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

Shelby, OH

2017 Nissan Pathfinder S

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

2017 Nissan Pathfinder S

Shelby, OH

Unscored
$14,41174,402 mi

Comparison: 8 similar vehicles

Shelby, OH

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Shelby, OH

Fair PriceRobust · 213
$14,41184,961 mi

Market: $2,995 – $20,999

Comparison: 213 similar vehicles

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

Shelby, OH

2015 Ford Explorer Base

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

2015 Ford Explorer Base

Shelby, OH

Fair PriceModerate · 29
$14,411107,532 mi

Market: $4,995 – $20,488

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 183 days listed (based on current market benchmarks)

Shelby, OH

2013 Volkswagen Beetle 2.0

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

2013 Volkswagen Beetle 2.0

Shelby, OH

OverpricedLimited · 14
$14,41190,454 mi

Market: $8,990 – $13,995

Comparison: 14 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Shelby, OH

2013 BMW 1 Series 128i

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

2013 BMW 1 Series 128i

Shelby, OH

OverpricedLimited · 12
$14,41168,203 mi

Market: $5,400 – $10,800

Comparison: 12 similar vehicles

Priced ~33% above the typical market range for similar vehicles (based on current market benchmarks)

Shelby, OH

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Shelby, OH

OverpricedModerate · 28
$15,41189,171 mi

Market: $8,425 – $14,986

Comparison: 28 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Shelby, OH

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

Shelby, OH

Fair PriceModerate · 41
$15,41183,663 mi

Market: $6,900 – $25,995

Comparison: 41 similar vehicles

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

Shelby, OH

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Shelby, OH

UnscoredInsufficient · 0
$15,41145,962 mi

Shelby, OH

2016 Chrysler 200 S

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

2016 Chrysler 200 S

Shelby, OH

UnscoredInsufficient · 0
$15,41156,567 mi

Shelby, OH

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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