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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

540 listings found

2007 Toyota Sienna LE

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

2007 Toyota Sienna LE

Media, PA

UnscoredInsufficient · 0
$7,338163,475 mi

Media, PA

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Media, PA

OverpricedLimited · 12
$8,73361,527 mi

Market: $3,495 – $6,994

Comparison: 12 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Media, PA

2005 Chrysler Crossfire Limited

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

2005 Chrysler Crossfire Limited

Media, PA

UnscoredInsufficient · 3
$9,23764,528 mi

Comparison: 3 similar vehicles

Media, PA

2017 Buick Cascada Premium

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

2017 Buick Cascada Premium

Media, PA

Unscored
$9,99578,750 mi

Comparison: 6 similar vehicles

Media, PA

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

Media, PA

Unscored
$10,485145,377 mi

Comparison: 80 similar vehicles

Media, PA

2016 Hyundai Sonata Sport

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

2016 Hyundai Sonata Sport

Media, PA

Unscored
$10,820106,734 mi

Comparison: 6 similar vehicles

Media, PA

2013 Lincoln MKZ Base

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

2013 Lincoln MKZ Base

Media, PA

UnscoredInsufficient · 3
$11,24470,848 mi

Comparison: 3 similar vehicles

Media, PA

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Media, PA

UnscoredInsufficient · 0
$11,81758,452 mi

Media, PA

2019 Hyundai Kona SE

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

2019 Hyundai Kona SE

Media, PA

Unscored
$11,99576,300 mi

Comparison: 6 similar vehicles

Media, PA

2015 Dodge Durango SXT Plus

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

2015 Dodge Durango SXT Plus

Media, PA

Unscored
$11,995128,995 mi

Comparison: 29 similar vehicles

Media, PA

2019 Hyundai Santa Fe SEL

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

2019 Hyundai Santa Fe SEL

Media, PA

Unscored
$12,052126,088 mi

Comparison: 12 similar vehicles

Media, PA

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Media, PA

UnscoredInsufficient · 0
$12,33830,199 mi

Media, PA

2017 Toyota Corolla LE

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

2017 Toyota Corolla LE

Media, PA

Unscored
$12,99594,410 mi

Comparison: 8 similar vehicles

Media, PA

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Media, PA

Fair PriceLimited · 13
$13,25093,989 mi

Market: $3,900 – $16,990

Comparison: 13 similar vehicles

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

Media, PA

2017 Volkswagen Jetta SE

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

2017 Volkswagen Jetta SE

Media, PA

Unscored
$13,488125,979 mi

Comparison: 50 similar vehicles

Media, PA

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Media, PA

Unscored
$13,995100,205 mi

Comparison: 21 similar vehicles

Media, PA

2020 Hyundai Tucson SEL

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

2020 Hyundai Tucson SEL

Media, PA

Unscored
$13,99560,970 mi

Comparison: 9 similar vehicles

Media, PA

2019 Buick Encore Essence

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

2019 Buick Encore Essence

Media, PA

Fair PriceLimited · 13
$14,28883,916 mi

Market: $9,875 – $14,590

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Media, PA

2018 Chevrolet Traverse Premier

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

2018 Chevrolet Traverse Premier

Media, PA

Unscored
$14,360119,098 mi

Comparison: 8 similar vehicles

Media, PA

2018 Jeep Grand Cherokee Laredo E

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

2018 Jeep Grand Cherokee Laredo E

Media, PA

Fair PriceModerate · 35
$14,73686,014 mi

Market: $5,200 – $17,727

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Media, PA

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Media, PA

OverpricedModerate · 26
$15,27772,917 mi

Market: $4,500 – $14,694

Comparison: 26 similar vehicles

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

Media, PA

2018 Buick Envision Preferred

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

2018 Buick Envision Preferred

Media, PA

UnscoredInsufficient · 0
$15,48575,950 mi

Media, PA

2007 Saturn Sky Roadster

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

2007 Saturn Sky Roadster

Media, PA

UnscoredInsufficient · 0
$15,4858,157 mi

Media, PA

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Media, PA

Fair PriceModerate · 21
$15,488119,082 mi

Market: $8,995 – $19,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Media, PA

2020 Nissan Sentra SV

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

2020 Nissan Sentra SV

Media, PA

Fair PriceLimited · 10
$15,76369,286 mi

Market: $8,999 – $17,224

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Media, PA

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Media, PA

Fair PriceLimited · 12
$15,81252,441 mi

Market: $12,985 – $18,795

Comparison: 12 similar vehicles

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

Media, PA

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Media, PA

Fair PriceModerate · 45
$15,995101,710 mi

Market: $9,944 – $24,485

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Media, PA

2015 Land Rover Range Rover HSE

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

2015 Land Rover Range Rover HSE

Media, PA

Unscored
$15,99574,385 mi

Comparison: 7 similar vehicles

Media, PA

2018 Subaru Impreza Premium

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

2018 Subaru Impreza Premium

Media, PA

OverpricedLimited · 12
$16,11373,420 mi

Market: $10,853 – $11,343

Comparison: 12 similar vehicles

Priced ~42% above the typical market range for similar vehicles (based on current market benchmarks)

Media, PA

2015 Mazda MAZDA3 i Touring

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

2015 Mazda MAZDA3 i Touring

Media, PA

UnscoredInsufficient · 0
$16,40958,650 mi

Media, PA

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Media, PA

Fair PriceLimited · 12
$16,48767,464 mi

Market: $11,500 – $19,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 129 days listed (based on current market benchmarks)

Media, PA

2018 Jeep All-New Wrangler Unlimited Sport S

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

2018 Jeep All-New Wrangler Unlimited Sport S

Media, PA

Fair PriceRobust · 60
$16,495109,950 mi

Market: $13,480 – $24,796

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Media, PA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Media, PA

Fair PriceModerate · 28
$16,77467,827 mi

Market: $11,995 – $18,595

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Media, PA

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Media, PA

Unscored
$16,97826,034 mi

Comparison: 9 similar vehicles

Media, PA

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Media, PA

Fair PriceModerate · 26
$16,99568,500 mi

Market: $13,994 – $18,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Media, PA

2015 BMW 3 Series 335i

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

2015 BMW 3 Series 335i

Media, PA

UnscoredInsufficient · 0
$17,10957,736 mi

Media, PA

2019 Audi Q5 Premium

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

2019 Audi Q5 Premium

Media, PA

UnscoredInsufficient · 0
$17,99558,300 mi

Media, PA

2018 Honda CR-V EX-L

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

2018 Honda CR-V EX-L

Media, PA

Fair PriceModerate · 38
$17,995106,770 mi

Market: $14,875 – $23,696

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Media, PA

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Media, PA

Fair PriceLimited · 17
$17,99586,855 mi

Market: $10,500 – $21,308

Comparison: 17 similar vehicles

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

Media, PA

2020 Hyundai Tucson SE

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

2020 Hyundai Tucson SE

Media, PA

Unscored
$18,30751,635 mi

Comparison: 9 similar vehicles

Media, PA

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Media, PA

Great DealLimited · 11
$18,35042,392 mi

Market: $19,003 – $20,247

Comparison: 11 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 29 days listed (based on current market benchmarks)

Media, PA

2014 Honda Accord EX

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

2014 Honda Accord EX

Media, PA

UnscoredInsufficient · 3
$18,43944,257 mi

Comparison: 3 similar vehicles

Media, PA

2021 Chevrolet Colorado Work Truck

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

2021 Chevrolet Colorado Work Truck

Media, PA

Fair PriceModerate · 21
$18,47080,722 mi

Market: $14,644 – $25,900

Comparison: 21 similar vehicles

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

Media, PA

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Media, PA

Fair PriceModerate · 26
$18,84661,098 mi

Market: $13,994 – $18,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Media, PA

2023 Chrysler Pacifica Touring

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

2023 Chrysler Pacifica Touring

Media, PA

Unscored
$18,99582,122 mi

Comparison: 10 similar vehicles

Media, PA

2018 Jeep All-New Wrangler Unlimited Sport S

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

2018 Jeep All-New Wrangler Unlimited Sport S

Media, PA

Fair PriceRobust · 60
$18,99571,000 mi

Market: $13,480 – $24,796

Comparison: 60 similar vehicles

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

Media, PA

2006 Dodge Charger SRT8

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

2006 Dodge Charger SRT8

Media, PA

UnscoredInsufficient · 0
$19,11172,763 mi

Media, PA

2016 Jeep Wrangler Unlimited Sport

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

2016 Jeep Wrangler Unlimited Sport

Media, PA

Unscored
$19,48362,786 mi

Comparison: 5 similar vehicles

Media, PA

2018 Jeep Wrangler JK Unlimited Sport

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

2018 Jeep Wrangler JK Unlimited Sport

Media, PA

Fair PriceLimited · 10
$19,48599,020 mi

Market: $14,500 – $21,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Media, PA

2018 GMC Canyon SLE

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

2018 GMC Canyon SLE

Media, PA

UnscoredInsufficient · 3
$19,98294,996 mi

Comparison: 3 similar vehicles

Media, PA

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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