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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

34 listings found

2007 Volvo XC90 V8

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

2007 Volvo XC90 V8

Dolton, IL

UnscoredInsufficient · 0
$4,366178,361 mi

Dolton, IL

2017 Nissan Versa Sedan SV

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

2017 Nissan Versa Sedan SV

Dolton, IL

Unscored
$5,366127,847 mi

Comparison: 5 similar vehicles

Dolton, IL

2011 Chevrolet Malibu Fleet

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

2011 Chevrolet Malibu Fleet

Dolton, IL

UnscoredInsufficient · 3
$5,366150,126 mi

Comparison: 3 similar vehicles

Dolton, IL

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Dolton, IL

Unscored
$5,366165,134 mi

Comparison: 26 similar vehicles

Dolton, IL

2009 Volkswagen Jetta Wolfsburg Edition

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

2009 Volkswagen Jetta Wolfsburg Edition

Dolton, IL

UnscoredInsufficient · 0
$5,366138,250 mi

Dolton, IL

2015 Volkswagen Tiguan SE

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

2015 Volkswagen Tiguan SE

Dolton, IL

Unscored
$5,866147,956 mi

Comparison: 9 similar vehicles

Dolton, IL

2013 Nissan Sentra SR

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

2013 Nissan Sentra SR

Dolton, IL

UnscoredInsufficient · 4
$6,866110,271 mi

Comparison: 4 similar vehicles

Dolton, IL

2011 Honda Accord SE

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

2011 Honda Accord SE

Dolton, IL

Unscored
$7,166163,692 mi

Comparison: 5 similar vehicles

Dolton, IL

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Dolton, IL

Unscored
$7,366139,808 mi

Comparison: 10 similar vehicles

Dolton, IL

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Dolton, IL

Fair PriceLimited · 14
$7,366101,096 mi

Market: $3,995 – $7,900

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Dolton, IL

2013 Ford C-Max SE

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

2013 Ford C-Max SE

Dolton, IL

Unscored
$7,36698,566 mi

Comparison: 7 similar vehicles

Dolton, IL

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Dolton, IL

UnscoredInsufficient · 4
$7,366184,530 mi

Comparison: 4 similar vehicles

Dolton, IL

2009 Hyundai Genesis 3.8

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

2009 Hyundai Genesis 3.8

Dolton, IL

UnscoredInsufficient · 0
$7,366138,245 mi

Dolton, IL

2017 Jeep Cherokee Limited

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

2017 Jeep Cherokee Limited

Dolton, IL

Unscored
$7,866164,333 mi

Comparison: 16 similar vehicles

Dolton, IL

2012 Honda Accord LX

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

2012 Honda Accord LX

Dolton, IL

Unscored
$8,366130,360 mi

Comparison: 7 similar vehicles

Dolton, IL

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Dolton, IL

Unscored
$8,866137,609 mi

Comparison: 8 similar vehicles

Dolton, IL

2016 Volkswagen Tiguan S

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

2016 Volkswagen Tiguan S

Dolton, IL

UnscoredInsufficient · 4
$9,366119,402 mi

Comparison: 4 similar vehicles

Dolton, IL

2012 Honda Pilot Touring

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

2012 Honda Pilot Touring

Dolton, IL

Unscored
$9,366154,692 mi

Comparison: 5 similar vehicles

Dolton, IL

2004 Lexus GX 470

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

2004 Lexus GX 470

Dolton, IL

UnscoredInsufficient · 4
$9,366243,182 mi

Comparison: 4 similar vehicles

Dolton, IL

2013 GMC Terrain SLT-1

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

2013 GMC Terrain SLT-1

Dolton, IL

UnscoredInsufficient · 4
$9,86681,000 mi

Comparison: 4 similar vehicles

Dolton, IL

2015 Mercedes-Benz C-Class C300

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

2015 Mercedes-Benz C-Class C300

Dolton, IL

Unscored
$10,366126,435 mi

Comparison: 5 similar vehicles

Dolton, IL

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Dolton, IL

Fair PriceRobust · 52
$13,366103,443 mi

Market: $11,345 – $18,900

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Dolton, IL

2016 Honda Accord EX-L V-6

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

2016 Honda Accord EX-L V-6

Dolton, IL

Fair PriceLimited · 10
$13,366103,954 mi

Market: $13,000 – $18,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Dolton, IL

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Dolton, IL

Fair PriceModerate · 49
$14,36670,797 mi

Market: $8,995 – $16,998

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Dolton, IL

2013 Lexus GS 450h

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

2013 Lexus GS 450h

Dolton, IL

UnscoredInsufficient · 0
$14,366150,179 mi

Dolton, IL

2023 Hyundai Elantra SEL

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

2023 Hyundai Elantra SEL

Dolton, IL

Fair PriceLimited · 19
$14,86696,304 mi

Market: $14,684 – $18,590

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Dolton, IL

2020 Alfa Romeo Giulia Ti Sport Carbon

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

2020 Alfa Romeo Giulia Ti Sport Carbon

Dolton, IL

UnscoredInsufficient · 0
$16,36696,753 mi

Dolton, IL

2019 Honda CR-V EX

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

2019 Honda CR-V EX

Dolton, IL

Unscored
$17,766121,767 mi

Comparison: 19 similar vehicles

Dolton, IL

2020 Audi Q5 Premium

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

2020 Audi Q5 Premium

Dolton, IL

Unscored
$17,86661,199 mi

Comparison: 6 similar vehicles

Dolton, 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

Dolton, IL

Fair PriceRobust · 50
$18,23487,659 mi

Market: $16,795 – $24,900

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Dolton, IL

2021 Tesla Model Y Long Range

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

2021 Tesla Model Y Long Range

Dolton, IL

Unscored
$19,866158,800 mi

Comparison: 12 similar vehicles

Dolton, IL

2020 Jeep Wrangler Unlimited Sahara Altitude

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

2020 Jeep Wrangler Unlimited Sahara Altitude

Dolton, IL

Fair PriceModerate · 42
$22,366112,611 mi

Market: $19,800 – $29,465

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Dolton, IL

2026 Mazda CX-50 Premium

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

2026 Mazda CX-50 Premium

Dolton, IL

UnscoredInsufficient · 3
$29,86610,550 mi

Comparison: 3 similar vehicles

Dolton, IL

2019 Lamborghini Urus Base

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

2019 Lamborghini Urus Base

Dolton, IL

UnscoredInsufficient · 0
$159,36645,621 mi

Dolton, IL

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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