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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 9, 2026

7.3M+

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

226 listings found

2002 Chrysler Sebring LX

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

2002 Chrysler Sebring LX

Highland Park, MI

UnscoredInsufficient · 0
$2,495216,809 mi

Highland Park, MI

2008 Dodge Avenger R/T

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

2008 Dodge Avenger R/T

Highland Park, MI

UnscoredInsufficient · 4
$2,995152,077 mi

Comparison: 4 similar vehicles

Highland Park, MI

2007 Mitsubishi Outlander LS

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

2007 Mitsubishi Outlander LS

Highland Park, MI

UnscoredInsufficient · 0
$2,995220,304 mi

Highland Park, MI

2008 Saturn Astra XE

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

2008 Saturn Astra XE

Highland Park, MI

UnscoredInsufficient · 0
$3,495163,897 mi

Highland Park, MI

2008 Saturn Astra XR

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

2008 Saturn Astra XR

Highland Park, MI

UnscoredInsufficient · 3
$3,495109,318 mi

Comparison: 3 similar vehicles

Highland Park, MI

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Highland Park, MI

Unscored
$3,995127,937 mi

Comparison: 17 similar vehicles

Highland Park, MI

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Highland Park, MI

Unscored
$3,995157,482 mi

Comparison: 13 similar vehicles

Highland Park, MI

2014 Chrysler 200 Touring

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

2014 Chrysler 200 Touring

Highland Park, MI

Unscored
$4,995148,281 mi

Comparison: 17 similar vehicles

Highland Park, MI

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Highland Park, MI

Unscored
$5,72583,384 mi

Comparison: 8 similar vehicles

Highland Park, MI

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Highland Park, MI

Unscored
$6,500195,000 mi

Comparison: 32 similar vehicles

Highland Park, MI

2012 Chrysler 300 Base

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

2012 Chrysler 300 Base

Highland Park, MI

UnscoredInsufficient · 0
$6,50097,168 mi

Highland Park, MI

2010 Ford Flex Limited

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

2010 Ford Flex Limited

Highland Park, MI

Unscored
$7,399143,475 mi

Comparison: 14 similar vehicles

Highland Park, MI

2013 Subaru Forester X Touring

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

2013 Subaru Forester X Touring

Highland Park, MI

UnscoredInsufficient · 0
$7,500123,529 mi

Highland Park, MI

2003 Toyota Matrix Base

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

2003 Toyota Matrix Base

Highland Park, MI

UnscoredInsufficient · 0
$7,50079,210 mi

Highland Park, MI

2012 Buick LaCrosse Leather

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

2012 Buick LaCrosse Leather

Highland Park, MI

Unscored
$7,800108,813 mi

Comparison: 8 similar vehicles

Highland Park, MI

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Highland Park, MI

Unscored
$7,900169,876 mi

Comparison: 8 similar vehicles

Highland Park, MI

2013 Chevrolet Express Cargo Work Van

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

2013 Chevrolet Express Cargo Work Van

Highland Park, MI

Unscored
$8,495199,189 mi

Comparison: 24 similar vehicles

Highland Park, MI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Highland Park, MI

Unscored
$8,995154,187 mi

Comparison: 146 similar vehicles

Highland Park, MI

2016 Dodge Dart SXT Sport

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

2016 Dodge Dart SXT Sport

Highland Park, MI

UnscoredInsufficient · 0
$8,99567,406 mi

Highland Park, MI

2015 Chrysler Town & Country Touring-L

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

2015 Chrysler Town & Country Touring-L

Highland Park, MI

Unscored
$8,995116,404 mi

Comparison: 5 similar vehicles

Highland Park, MI

2011 Porsche Panamera S

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

2011 Porsche Panamera S

Highland Park, MI

UnscoredInsufficient · 0
$9,000182,310 mi

Highland Park, MI

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

Highland Park, MI

Unscored
$10,000137,529 mi

Comparison: 57 similar vehicles

Highland Park, MI

2014 Honda Accord Sport

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

2014 Honda Accord Sport

Highland Park, MI

Unscored
$10,000169,900 mi

Comparison: 7 similar vehicles

Highland Park, MI

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

Highland Park, MI

OverpricedLimited · 19
$10,250127,969 mi

Market: $5,750 – $9,495

Comparison: 19 similar vehicles

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

Highland Park, MI

2020 Buick Enclave Preferred

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

2020 Buick Enclave Preferred

Highland Park, MI

Unscored
$10,299160,529 mi

Comparison: 5 similar vehicles

Highland Park, MI

2013 Chevrolet Silverado 2500HD Work Truck

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

2013 Chevrolet Silverado 2500HD Work Truck

Highland Park, MI

Unscored
$10,995164,619 mi

Comparison: 7 similar vehicles

Highland Park, MI

2015 Cadillac CTS Sedan Standard

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

2015 Cadillac CTS Sedan Standard

Highland Park, MI

UnscoredInsufficient · 0
$11,500114,233 mi

Highland Park, MI

2017 Chevrolet Cruze LS

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

2017 Chevrolet Cruze LS

Highland Park, MI

UnscoredInsufficient · 0
$11,99543,302 mi

Highland Park, MI

2011 Cadillac Escalade Premium

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

2011 Cadillac Escalade Premium

Highland Park, MI

UnscoredInsufficient · 4
$11,995181,737 mi

Comparison: 4 similar vehicles

Highland Park, MI

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Highland Park, MI

UnscoredInsufficient · 4
$12,900106,643 mi

Comparison: 4 similar vehicles

Highland Park, MI

2018 Buick Enclave Avenir

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

2018 Buick Enclave Avenir

Highland Park, MI

Unscored
$13,900148,722 mi

Comparison: 12 similar vehicles

Highland Park, MI

2019 Dodge Charger SXT

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

2019 Dodge Charger SXT

Highland Park, MI

Fair PriceModerate · 49
$13,99599,782 mi

Market: $10,995 – $24,275

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 890 days listed (based on current market benchmarks)

Highland Park, MI

2019 Buick Envision Essence

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

2019 Buick Envision Essence

Highland Park, MI

Unscored
$14,25037,110 mi

Comparison: 6 similar vehicles

Highland Park, MI

2015 GMC Acadia Denali

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

2015 GMC Acadia Denali

Highland Park, MI

OverpricedModerate · 27
$14,300Mileage not verified

Market: $6,999 – $13,388

Comparison: 27 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Highland Park, MI

2017 Buick LaCrosse Essence

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

2017 Buick LaCrosse Essence

Highland Park, MI

Unscored
$14,50073,692 mi

Comparison: 5 similar vehicles

Highland Park, MI

2015 BMW 7 Series 740Li

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

2015 BMW 7 Series 740Li

Highland Park, MI

Salvage title
$14,90098,600 mi

Highland Park, MI

2012 Ford F-250 Super Duty XLT

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

2012 Ford F-250 Super Duty XLT

Highland Park, MI

Unscored
$14,995168,533 mi

Comparison: 27 similar vehicles

Highland Park, MI

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Highland Park, MI

Unscored
$14,999162,218 mi

Comparison: 32 similar vehicles

Highland Park, MI

2019 Buick LaCrosse Essence

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

2019 Buick LaCrosse Essence

Highland Park, MI

UnscoredInsufficient · 0
$15,9999,911 mi

Highland Park, MI

2020 Buick Enclave Essence

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

2020 Buick Enclave Essence

Highland Park, MI

Unscored
$16,800120,407 mi

Comparison: 32 similar vehicles

Highland Park, MI

2019 Cadillac XT4 Premium Luxury

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

2019 Cadillac XT4 Premium Luxury

Highland Park, MI

Unscored
$18,00088,762 mi

Comparison: 9 similar vehicles

Highland Park, MI

2022 Subaru Impreza Premium

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

2022 Subaru Impreza Premium

Highland Park, MI

UnscoredInsufficient · 0
$18,90055,654 mi

Highland Park, MI

2021 GENESIS G70 Standard

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

2021 GENESIS G70 Standard

Highland Park, MI

UnscoredInsufficient · 0
$18,90042,989 mi

Highland Park, MI

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Highland Park, MI

Unscored
$19,24036,925 mi

Comparison: 6 similar vehicles

Highland Park, MI

2019 Dodge Durango R/T

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

2019 Dodge Durango R/T

Highland Park, MI

Unscored
$19,800107,723 mi

Comparison: 7 similar vehicles

Highland Park, MI

2018 Honda Odyssey EX-L

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

2018 Honda Odyssey EX-L

Highland Park, MI

Unscored
$19,800101,176 mi

Comparison: 9 similar vehicles

Highland Park, MI

2023 Jeep Compass Limited

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

2023 Jeep Compass Limited

Highland Park, MI

Fair PriceLimited · 18
$20,41548,995 mi

Market: $18,280 – $21,614

Comparison: 18 similar vehicles

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

Highland Park, MI

2022 Cadillac XT4 Sport

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

2022 Cadillac XT4 Sport

Highland Park, MI

UnscoredInsufficient · 0
$21,00053,987 mi

Highland Park, MI

2024 Chevrolet Trax Activ

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

2024 Chevrolet Trax Activ

Highland Park, MI

Fair PriceModerate · 20
$21,05251,410 mi

Market: $20,138 – $22,195

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Highland Park, MI

2025 Jeep Compass Latitude

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

2025 Jeep Compass Latitude

Highland Park, MI

Unscored
$21,51546,040 mi

Comparison: 7 similar vehicles

Highland Park, MI

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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