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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

195 listings found

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Lowell, IN

Fair PriceLimited · 11
$4,995116,315 mi

Market: $5,300 – $10,990

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 574 days listed (based on current market benchmarks)

Lowell, IN

2008 Ford Explorer XLT

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

2008 Ford Explorer XLT

Lowell, IN

Unscored
$5,555112,057 mi

Comparison: 6 similar vehicles

Lowell, IN

2015 Nissan NV Cargo SL

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

2015 Nissan NV Cargo SL

Lowell, IN

UnscoredInsufficient · 0
$5,995309,291 mi

Lowell, IN

2006 Honda Element EX-P

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

2006 Honda Element EX-P

Lowell, IN

Unscored
$5,995150,894 mi

Comparison: 9 similar vehicles

Lowell, IN

2014 Nissan Murano S

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

2014 Nissan Murano S

Lowell, IN

OverpricedLimited · 10
$6,495114,001 mi

Market: $2,803 – $5,995

Comparison: 10 similar vehicles

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

Lowell, IN

2003 Lincoln Town Car Executive

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

2003 Lincoln Town Car Executive

Lowell, IN

UnscoredInsufficient · 3
$6,79593,831 mi

Comparison: 3 similar vehicles

Lowell, IN

2007 Lincoln Town Car Signature

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

2007 Lincoln Town Car Signature

Lowell, IN

UnscoredInsufficient · 3
$6,99594,645 mi

Comparison: 3 similar vehicles

Lowell, IN

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Lowell, IN

Unscored
$6,995127,952 mi

Comparison: 16 similar vehicles

Lowell, IN

2007 Ford Explorer Sport Trac Limited

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

2007 Ford Explorer Sport Trac Limited

Lowell, IN

Unscored
$7,577138,588 mi

Comparison: 12 similar vehicles

Lowell, 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

Lowell, IN

Unscored
$7,995185,635 mi

Comparison: 17 similar vehicles

Lowell, IN

2011 Ford Flex SEL

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

2011 Ford Flex SEL

Lowell, IN

UnscoredInsufficient · 0
$7,995125,127 mi

Lowell, IN

2009 Ford F-150 Lariat

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

2009 Ford F-150 Lariat

Lowell, IN

UnscoredInsufficient · 3
$7,995134,713 mi

Comparison: 3 similar vehicles

Lowell, IN

2007 Chevrolet Silverado 1500 1LT

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

2007 Chevrolet Silverado 1500 1LT

Lowell, IN

UnscoredInsufficient · 3
$7,99596,481 mi

Comparison: 3 similar vehicles

Lowell, IN

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Lowell, IN

Unscored
$8,99588,125 mi

Comparison: 6 similar vehicles

Lowell, IN

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Lowell, IN

Unscored
$8,995162,052 mi

Comparison: 15 similar vehicles

Lowell, IN

2017 Dodge Journey Crossroad Plus

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

2017 Dodge Journey Crossroad Plus

Lowell, IN

Fair PriceModerate · 44
$9,999102,722 mi

Market: $5,995 – $13,590

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 398 days listed (based on current market benchmarks)

Lowell, IN

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Lowell, IN

Fair PriceLimited · 10
$11,35782,961 mi

Market: $10,175 – $15,590

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Lowell, IN

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Lowell, IN

Unscored
$11,604120,118 mi

Comparison: 6 similar vehicles

Lowell, IN

2017 Jeep Renegade Altitude Package

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

2017 Jeep Renegade Altitude Package

Lowell, IN

UnscoredInsufficient · 3
$11,90066,981 mi

Comparison: 3 similar vehicles

Lowell, IN

2005 Ford F-350 Super Duty Lariat

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

2005 Ford F-350 Super Duty Lariat

Lowell, IN

Unscored
$11,900173,430 mi

Comparison: 5 similar vehicles

Lowell, IN

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Lowell, IN

Unscored
$12,125142,700 mi

Comparison: 9 similar vehicles

Lowell, IN

2018 Nissan Murano Platinum

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

2018 Nissan Murano Platinum

Lowell, IN

Unscored
$12,417142,490 mi

Comparison: 5 similar vehicles

Lowell, IN

2003 Jaguar XJ Series XJ8

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

2003 Jaguar XJ Series XJ8

Lowell, IN

UnscoredInsufficient · 0
$13,90027,539 mi

Lowell, IN

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Lowell, IN

Unscored
$14,900165,574 mi

Comparison: 26 similar vehicles

Lowell, IN

2016 RAM 1500 Pickup Laramie Longhorn

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

2016 RAM 1500 Pickup Laramie Longhorn

Lowell, IN

Unscored
$15,444210,471 mi

Comparison: 9 similar vehicles

Lowell, IN

2017 Nissan Maxima SL

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

2017 Nissan Maxima SL

Lowell, IN

UnscoredInsufficient · 0
$15,90059,302 mi

Lowell, IN

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Lowell, IN

Fair PriceLimited · 14
$18,15255,625 mi

Market: $17,360 – $19,298

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Lowell, IN

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Lowell, IN

UnscoredInsufficient · 3
$19,50051,323 mi

Comparison: 3 similar vehicles

Lowell, IN

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Lowell, IN

Fair PriceRobust · 89
$19,83457,861 mi

Market: $17,668 – $21,845

Comparison: 89 similar vehicles

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

Lowell, IN

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lowell, IN

Fair PriceModerate · 27
$20,04463,016 mi

Market: $16,914 – $22,348

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Lowell, IN

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Lowell, IN

Fair PriceLimited · 13
$20,23445,720 mi

Market: $18,912 – $22,263

Comparison: 13 similar vehicles

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

Lowell, IN

2017 Jeep Wrangler Sport S

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

2017 Jeep Wrangler Sport S

Lowell, IN

UnscoredInsufficient · 0
$20,49833,135 mi

Lowell, IN

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

Lowell, IN

Unscored
$20,511126,998 mi

Comparison: 38 similar vehicles

Lowell, IN

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Lowell, IN

Fair PriceModerate · 22
$20,73439,299 mi

Market: $19,381 – $22,795

Comparison: 22 similar vehicles

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

Lowell, IN

2022 Chevrolet Equinox RS

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

2022 Chevrolet Equinox RS

Lowell, IN

Fair PriceModerate · 27
$20,91447,756 mi

Market: $19,990 – $23,312

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Lowell, IN

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Lowell, IN

Fair PriceLimited · 13
$21,28430,330 mi

Market: $20,939 – $23,237

Comparison: 13 similar vehicles

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

Lowell, IN

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

Lowell, IN

Fair PriceModerate · 40
$21,41651,590 mi

Market: $17,590 – $24,995

Comparison: 40 similar vehicles

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

Lowell, IN

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lowell, IN

Fair PriceModerate · 36
$21,84138,312 mi

Market: $19,000 – $24,000

Comparison: 36 similar vehicles

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

Lowell, IN

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lowell, IN

Fair PriceModerate · 36
$21,98638,889 mi

Market: $19,000 – $24,000

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Lowell, IN

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Lowell, IN

Fair PriceLimited · 11
$21,99959,642 mi

Market: $21,944 – $23,878

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Lowell, IN

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Lowell, IN

Unscored
$22,13458,772 mi

Comparison: 6 similar vehicles

Lowell, IN

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Lowell, IN

Fair PriceLimited · 10
$22,81573,491 mi

Market: $21,347 – $23,825

Comparison: 10 similar vehicles

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

Lowell, IN

2024 Ford Edge Titanium

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

2024 Ford Edge Titanium

Lowell, IN

UnscoredInsufficient · 4
$22,82167,945 mi

Comparison: 4 similar vehicles

Lowell, IN

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Lowell, IN

Fair PriceRobust · 77
$23,00450,709 mi

Market: $19,999 – $27,189

Comparison: 77 similar vehicles

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

Lowell, IN

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Lowell, IN

Fair PriceLimited · 13
$23,08922,451 mi

Market: $20,412 – $27,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Lowell, IN

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lowell, IN

Fair PriceModerate · 46
$23,13728,165 mi

Market: $20,755 – $25,079

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Lowell, IN

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lowell, IN

Fair PriceModerate · 46
$23,19221,658 mi

Market: $20,755 – $25,079

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Lowell, IN

2024 Chevrolet Equinox LS

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

2024 Chevrolet Equinox LS

Lowell, IN

OverpricedLimited · 13
$23,23734,158 mi

Market: $20,939 – $22,200

Comparison: 13 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Lowell, IN

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lowell, IN

Fair PriceLimited · 19
$23,38219,991 mi

Market: $21,971 – $25,757

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Lowell, IN

2025 Chevrolet Trax RS

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

2025 Chevrolet Trax RS

Lowell, IN

Fair PriceRobust · 88
$23,83123,090 mi

Market: $16,990 – $26,311

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Lowell, 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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