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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 5, 2026

6.8M+

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

134 listings found

2016 Nissan Pathfinder SL

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

2016 Nissan Pathfinder SL

Glenshaw, PA

Unscored
$7,900143,575 mi

Comparison: 7 similar vehicles

Glenshaw, PA

2013 Jeep Grand Cherokee Laredo

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

2013 Jeep Grand Cherokee Laredo

Glenshaw, PA

UnscoredInsufficient · 0
$10,04051,729 mi

Glenshaw, PA

2013 Volvo XC60 T6

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

2013 Volvo XC60 T6

Glenshaw, PA

UnscoredInsufficient · 4
$11,90088,608 mi

Comparison: 4 similar vehicles

Glenshaw, PA

2006 BMW 7 Series 750Li

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

2006 BMW 7 Series 750Li

Glenshaw, PA

UnscoredInsufficient · 0
$11,90060,602 mi

Glenshaw, PA

2014 Cadillac XTS Luxury Collection

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

2014 Cadillac XTS Luxury Collection

Glenshaw, PA

UnscoredInsufficient · 3
$12,90099,000 mi

Comparison: 3 similar vehicles

Glenshaw, PA

2012 Mercedes-Benz M-Class ML350

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

2012 Mercedes-Benz M-Class ML350

Glenshaw, PA

Unscored
$14,90068,242 mi

Comparison: 5 similar vehicles

Glenshaw, PA

2000 Jaguar XK Series XKR Convertible

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

2000 Jaguar XK Series XKR Convertible

Glenshaw, PA

UnscoredInsufficient · 0
$14,90069,460 mi

Glenshaw, PA

1985 Mercedes-Benz 380

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

1985 Mercedes-Benz 380

Glenshaw, PA

UnscoredInsufficient · 0
$14,900116,000 mi

Glenshaw, PA

2018 Jaguar F-PACE Premium

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

2018 Jaguar F-PACE Premium

Glenshaw, PA

Unscored
$15,90075,129 mi

Comparison: 7 similar vehicles

Glenshaw, PA

2017 Maserati Ghibli S

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

2017 Maserati Ghibli S

Glenshaw, PA

UnscoredInsufficient · 3
$15,90069,948 mi

Comparison: 3 similar vehicles

Glenshaw, PA

2014 Land Rover Range Rover Supercharged

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

2014 Land Rover Range Rover Supercharged

Glenshaw, PA

UnscoredInsufficient · 0
$15,900103,000 mi

Glenshaw, PA

2003 Mercedes-Benz SL-Class SL500

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

2003 Mercedes-Benz SL-Class SL500

Glenshaw, PA

Unscored
$15,90061,194 mi

Comparison: 8 similar vehicles

Glenshaw, PA

2020 Ford Ecosport SES

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

2020 Ford Ecosport SES

Glenshaw, PA

UnscoredInsufficient · 0
$15,98955,063 mi

Glenshaw, PA

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Glenshaw, PA

Fair PriceRobust · 55
$16,21082,971 mi

Market: $8,399 – $18,495

Comparison: 55 similar vehicles

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

Glenshaw, PA

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

Glenshaw, PA

Fair PriceModerate · 32
$17,90361,930 mi

Market: $15,490 – $19,528

Comparison: 32 similar vehicles

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

Glenshaw, PA

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

Glenshaw, PA

Fair PriceModerate · 24
$18,079114,454 mi

Market: $18,487 – $24,480

Comparison: 24 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 14 days listed (based on current market benchmarks)

Glenshaw, PA

2018 GMC Terrain SLT

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

2018 GMC Terrain SLT

Glenshaw, PA

UnscoredInsufficient · 0
$18,44556,522 mi

Glenshaw, PA

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Glenshaw, PA

Fair PriceModerate · 20
$18,63279,867 mi

Market: $10,250 – $21,495

Comparison: 20 similar vehicles

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

Glenshaw, PA

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Glenshaw, PA

UnscoredInsufficient · 4
$18,90059,510 mi

Comparison: 4 similar vehicles

Glenshaw, PA

2022 Jeep Renegade Latitude

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

2022 Jeep Renegade Latitude

Glenshaw, PA

Fair PriceModerate · 36
$19,93530,719 mi

Market: $19,170 – $21,433

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 252 days listed (based on current market benchmarks)

Glenshaw, PA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Glenshaw, PA

Fair PriceLimited · 17
$20,18337,581 mi

Market: $16,601 – $21,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Glenshaw, PA

2024 Mitsubishi Eclipse Cross SE

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

2024 Mitsubishi Eclipse Cross SE

Glenshaw, PA

OverpricedModerate · 25
$20,44058,009 mi

Market: $16,791 – $20,195

Comparison: 25 similar vehicles

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

Glenshaw, PA

2002 BMW 3 Series Base

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

2002 BMW 3 Series Base

Glenshaw, PA

UnscoredInsufficient · 0
$20,90095,900 mi

Glenshaw, PA

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Glenshaw, PA

UnscoredInsufficient · 0
$20,90027,228 mi

Glenshaw, PA

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Glenshaw, PA

Unscored
$22,44043,149 mi

Comparison: 5 similar vehicles

Glenshaw, PA

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Glenshaw, PA

UnscoredInsufficient · 0
$22,90028,400 mi

Glenshaw, PA

2010 Porsche Panamera S

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

2010 Porsche Panamera S

Glenshaw, PA

UnscoredInsufficient · 0
$22,90054,000 mi

Glenshaw, PA

2009 Dodge Challenger SRT8

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

2009 Dodge Challenger SRT8

Glenshaw, PA

Unscored
$22,90061,000 mi

Comparison: 8 similar vehicles

Glenshaw, PA

2023 GMC Terrain SLE

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

2023 GMC Terrain SLE

Glenshaw, PA

UnscoredInsufficient · 4
$23,48741,662 mi

Comparison: 4 similar vehicles

Glenshaw, PA

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Glenshaw, PA

Unscored
$23,86717,844 mi

Comparison: 8 similar vehicles

Glenshaw, PA

2017 Land Rover Range Rover Sport Autobiography

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

2017 Land Rover Range Rover Sport Autobiography

Glenshaw, PA

UnscoredInsufficient · 0
$23,90071,000 mi

Glenshaw, PA

2026 Chevrolet Trailblazer LT

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

2026 Chevrolet Trailblazer LT

Glenshaw, PA

UnscoredInsufficient · 3
$24,48818,924 mi

Comparison: 3 similar vehicles

Glenshaw, PA

2002 Ford Thunderbird Premium

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

2002 Ford Thunderbird Premium

Glenshaw, PA

UnscoredInsufficient · 3
$24,9005,126 mi

Comparison: 3 similar vehicles

Glenshaw, PA

2023 Mazda CX-30 Carbon Edition

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

2023 Mazda CX-30 Carbon Edition

Glenshaw, PA

Unscored
$25,69020,258 mi

Comparison: 5 similar vehicles

Glenshaw, PA

2011 Maserati GranTurismo Base

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

2011 Maserati GranTurismo Base

Glenshaw, PA

UnscoredInsufficient · 0
$25,90058,900 mi

Glenshaw, PA

2024 GMC Terrain SLE

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

2024 GMC Terrain SLE

Glenshaw, PA

OverpricedLimited · 18
$26,08820,867 mi

Market: $21,900 – $24,968

Comparison: 18 similar vehicles

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

Glenshaw, PA

2023 Chevrolet Blazer 2LT

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

2023 Chevrolet Blazer 2LT

Glenshaw, PA

Fair PriceModerate · 37
$27,33024,867 mi

Market: $23,489 – $28,928

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Glenshaw, PA

2023 Chevrolet Blazer 2LT

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

2023 Chevrolet Blazer 2LT

Glenshaw, PA

Fair PriceModerate · 37
$27,34028,915 mi

Market: $23,489 – $28,928

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Glenshaw, PA

2013 BMW 6 Series M6

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

2013 BMW 6 Series M6

Glenshaw, PA

UnscoredInsufficient · 0
$27,90064,000 mi

Glenshaw, PA

2005 Bentley Continental GT Base

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

2005 Bentley Continental GT Base

Glenshaw, PA

UnscoredInsufficient · 0
$27,90059,351 mi

Glenshaw, PA

2023 GMC Acadia SLE

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

2023 GMC Acadia SLE

Glenshaw, PA

Fair PriceModerate · 25
$27,97929,787 mi

Market: $25,416 – $31,188

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Glenshaw, PA

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

Glenshaw, PA

Fair PriceModerate · 48
$28,57373,964 mi

Market: $22,470 – $33,348

Comparison: 48 similar vehicles

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

Glenshaw, PA

2015 Jaguar F-TYPE Base

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

2015 Jaguar F-TYPE Base

Glenshaw, PA

UnscoredInsufficient · 0
$28,90032,802 mi

Glenshaw, PA

1999 Porsche 911 CARRERA

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

1999 Porsche 911 CARRERA

Glenshaw, PA

UnscoredInsufficient · 0
$28,90068,397 mi

Glenshaw, PA

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Glenshaw, PA

UnscoredInsufficient · 4
$29,04013,481 mi

Comparison: 4 similar vehicles

Glenshaw, PA

2008 Chevrolet Silverado 3500 Work Truck

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

2008 Chevrolet Silverado 3500 Work Truck

Glenshaw, PA

UnscoredInsufficient · 0
$29,90052,000 mi

Glenshaw, PA

2024 Honda Accord Hybrid EX-L

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

2024 Honda Accord Hybrid EX-L

Glenshaw, PA

Unscored
$30,44033,382 mi

Comparison: 9 similar vehicles

Glenshaw, PA

2023 Chevrolet Traverse 3LT

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

2023 Chevrolet Traverse 3LT

Glenshaw, PA

Fair PriceModerate · 46
$32,44028,356 mi

Market: $29,809 – $41,467

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Glenshaw, PA

2007 Ford Mustang GT Deluxe

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

2007 Ford Mustang GT Deluxe

Glenshaw, PA

Unscored
$32,90010,000 mi

Comparison: 9 similar vehicles

Glenshaw, PA

2024 GMC Terrain Denali

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

2024 GMC Terrain Denali

Glenshaw, PA

Fair PriceLimited · 11
$33,04021,593 mi

Market: $32,385 – $33,492

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Glenshaw, PA

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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