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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

644 listings found

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Pontiac, IL

Unscored
$5,962153,752 mi

Comparison: 23 similar vehicles

Pontiac, IL

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Pontiac, IL

Unscored
$6,995178,720 mi

Comparison: 168 similar vehicles

Pontiac, IL

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Pontiac, IL

Unscored
$8,462189,990 mi

Comparison: 5 similar vehicles

Pontiac, IL

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Pontiac, IL

Unscored
$8,962167,362 mi

Comparison: 6 similar vehicles

Pontiac, IL

2013 Honda CR-V LX

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

2013 Honda CR-V LX

Pontiac, IL

Unscored
$8,962175,160 mi

Comparison: 35 similar vehicles

Pontiac, IL

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Pontiac, IL

Unscored
$9,995157,323 mi

Comparison: 10 similar vehicles

Pontiac, IL

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Pontiac, IL

Unscored
$10,46298,488 mi

Comparison: 8 similar vehicles

Pontiac, IL

2013 INFINITI G Sedan 37x

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

2013 INFINITI G Sedan 37x

Pontiac, IL

Fair PriceModerate · 36
$10,962113,130 mi

Market: $6,495 – $15,990

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Pontiac, IL

2007 Toyota FJ Cruiser Base

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

2007 Toyota FJ Cruiser Base

Pontiac, IL

Unscored
$10,995256,963 mi

Comparison: 52 similar vehicles

Pontiac, IL

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Pontiac, IL

Unscored
$11,962121,069 mi

Comparison: 120 similar vehicles

Pontiac, IL

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Pontiac, IL

Unscored
$11,962189,153 mi

Comparison: 8 similar vehicles

Pontiac, IL

2016 Jeep Wrangler Unlimited Sahara

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

2016 Jeep Wrangler Unlimited Sahara

Pontiac, IL

Unscored
$11,962179,641 mi

Comparison: 178 similar vehicles

Pontiac, IL

2016 Mercedes-Benz GL-Class GL450

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

2016 Mercedes-Benz GL-Class GL450

Pontiac, IL

Unscored
$11,962124,000 mi

Comparison: 15 similar vehicles

Pontiac, IL

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

Pontiac, IL

OverpricedLimited · 12
$11,962169,000 mi

Market: $10,962 – $11,462

Comparison: 12 similar vehicles

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

Pontiac, IL

2018 Jeep Cherokee Limited

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

2018 Jeep Cherokee Limited

Pontiac, IL

Unscored
$11,995126,995 mi

Comparison: 36 similar vehicles

Pontiac, IL

2016 Acura TLX Technology Package

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

2016 Acura TLX Technology Package

Pontiac, IL

Unscored
$11,995155,108 mi

Comparison: 33 similar vehicles

Pontiac, IL

2010 Lexus LS Base

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

2010 Lexus LS Base

Pontiac, IL

Unscored
$12,500117,432 mi

Comparison: 5 similar vehicles

Pontiac, IL

2020 Hyundai Tucson SE

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

2020 Hyundai Tucson SE

Pontiac, IL

Fair PriceModerate · 26
$12,96291,709 mi

Market: $11,356 – $16,744

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Pontiac, IL

2016 Ford Expedition XLT

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

2016 Ford Expedition XLT

Pontiac, IL

Unscored
$12,962103,358 mi

Comparison: 6 similar vehicles

Pontiac, IL

2015 Jeep Grand Cherokee Overland

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

2015 Jeep Grand Cherokee Overland

Pontiac, IL

Fair PriceModerate · 41
$12,962109,162 mi

Market: $7,995 – $18,999

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Pontiac, IL

2019 Chevrolet Malibu 1LS

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

2019 Chevrolet Malibu 1LS

Pontiac, IL

Fair PriceLimited · 19
$13,16085,377 mi

Market: $9,329 – $18,495

Comparison: 19 similar vehicles

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

Pontiac, IL

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Pontiac, IL

UnscoredInsufficient · 3
$13,46291,914 mi

Comparison: 3 similar vehicles

Pontiac, IL

2019 Dodge Durango Citadel

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

2019 Dodge Durango Citadel

Pontiac, IL

Unscored
$13,962160,816 mi

Comparison: 6 similar vehicles

Pontiac, IL

2017 Ford Explorer Limited

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

2017 Ford Explorer Limited

Pontiac, IL

Fair PriceRobust · 77
$13,962110,362 mi

Market: $8,500 – $18,372

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Pontiac, IL

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Pontiac, IL

Fair PriceRobust · 127
$14,31275,790 mi

Market: $6,500 – $16,855

Comparison: 127 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Pontiac, IL

2021 Ford Escape SE

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

2021 Ford Escape SE

Pontiac, IL

Fair PriceRobust · 158
$14,46287,379 mi

Market: $9,213 – $19,095

Comparison: 158 similar vehicles

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

Pontiac, IL

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Pontiac, IL

Fair PriceRobust · 68
$14,96286,620 mi

Market: $6,999 – $23,989

Comparison: 68 similar vehicles

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

Pontiac, IL

2016 Lincoln MKX Reserve

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

2016 Lincoln MKX Reserve

Pontiac, IL

Fair PriceModerate · 47
$14,995110,465 mi

Market: $7,990 – $17,978

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 933 days listed (based on current market benchmarks)

Pontiac, IL

2020 GMC Acadia Denali

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

2020 GMC Acadia Denali

Pontiac, IL

Unscored
$15,408143,857 mi

Comparison: 6 similar vehicles

Pontiac, IL

2019 GMC Terrain Denali

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

2019 GMC Terrain Denali

Pontiac, IL

Fair PriceRobust · 56
$15,96292,928 mi

Market: $13,961 – $22,349

Comparison: 56 similar vehicles

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

Pontiac, IL

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Pontiac, IL

Unscored
$15,962140,000 mi

Comparison: 35 similar vehicles

Pontiac, IL

2022 Jeep Renegade Latitude

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

2022 Jeep Renegade Latitude

Pontiac, IL

Unscored
$16,96254,730 mi

Comparison: 6 similar vehicles

Pontiac, IL

2016 GMC Yukon XL SLT

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

2016 GMC Yukon XL SLT

Pontiac, IL

Unscored
$16,962129,236 mi

Comparison: 15 similar vehicles

Pontiac, IL

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

Pontiac, IL

UnscoredInsufficient · 4
$17,46294,118 mi

Comparison: 4 similar vehicles

Pontiac, IL

2019 Lincoln Nautilus Reserve

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

2019 Lincoln Nautilus Reserve

Pontiac, IL

Fair PriceLimited · 12
$17,46286,830 mi

Market: $16,962 – $17,962

Comparison: 12 similar vehicles

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

Pontiac, IL

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Pontiac, IL

Fair PriceRobust · 54
$17,96234,790 mi

Market: $15,661 – $19,468

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Pontiac, IL

2022 Chevrolet Equinox LS

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

2022 Chevrolet Equinox LS

Pontiac, IL

Fair PriceRobust · 72
$17,96269,374 mi

Market: $12,412 – $24,995

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Pontiac, IL

2019 Chevrolet Tahoe LT

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

2019 Chevrolet Tahoe LT

Pontiac, IL

Unscored
$17,962174,008 mi

Comparison: 152 similar vehicles

Pontiac, IL

2019 Audi e-tron Prestige

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

2019 Audi e-tron Prestige

Pontiac, IL

Unscored
$17,96275,486 mi

Comparison: 7 similar vehicles

Pontiac, IL

2021 GMC Acadia SLE

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

2021 GMC Acadia SLE

Pontiac, IL

Fair PriceRobust · 94
$18,40880,564 mi

Market: $13,189 – $23,178

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Pontiac, IL

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Pontiac, IL

Fair PriceModerate · 33
$18,46241,556 mi

Market: $14,500 – $20,851

Comparison: 33 similar vehicles

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

Pontiac, IL

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

Pontiac, IL

Fair PriceModerate · 24
$18,462109,410 mi

Market: $14,962 – $30,402

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Pontiac, IL

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Pontiac, IL

Fair PriceRobust · 530
$18,96287,626 mi

Market: $14,561 – $30,845

Comparison: 530 similar vehicles

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

Pontiac, IL

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Pontiac, IL

Fair PriceModerate · 49
$18,96274,182 mi

Market: $17,962 – $20,962

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Pontiac, IL

2021 Jeep Wrangler Unlimited Sahara

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

2021 Jeep Wrangler Unlimited Sahara

Pontiac, IL

Unscored
$18,962124,685 mi

Comparison: 104 similar vehicles

Pontiac, IL

2021 Jeep Grand Cherokee Limited

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

2021 Jeep Grand Cherokee Limited

Pontiac, IL

Unscored
$18,962104,830 mi

Comparison: 7 similar vehicles

Pontiac, IL

2021 Kia Telluride EX

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

2021 Kia Telluride EX

Pontiac, IL

Fair PriceRobust · 92
$18,962112,607 mi

Market: $13,300 – $26,900

Comparison: 92 similar vehicles

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

Pontiac, IL

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Pontiac, IL

Unscored
$18,96246,189 mi

Comparison: 5 similar vehicles

Pontiac, IL

2018 Land Rover Range Rover HSE

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

2018 Land Rover Range Rover HSE

Pontiac, IL

Fair PriceLimited · 16
$18,962115,121 mi

Market: $19,010 – $27,995

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 71 days listed (based on current market benchmarks)

Pontiac, IL

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Pontiac, IL

Fair PriceRobust · 53
$19,31296,172 mi

Market: $15,962 – $21,900

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Pontiac, IL

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 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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