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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,339 listings found

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Simi Valley, CA

UnscoredInsufficient · 0
$4,595182,580 mi

Simi Valley, CA

2012 Kia Sportage EX

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

2012 Kia Sportage EX

Simi Valley, CA

UnscoredInsufficient · 3
$7,095117,264 mi

Comparison: 3 similar vehicles

Simi Valley, CA

2011 Kia Optima LX

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

2011 Kia Optima LX

Simi Valley, CA

UnscoredInsufficient · 4
$7,393130,490 mi

Comparison: 4 similar vehicles

Simi Valley, CA

2008 Audi TT Base

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

2008 Audi TT Base

Simi Valley, CA

UnscoredInsufficient · 3
$7,667Mileage not verified

Comparison: 3 similar vehicles

Simi Valley, CA

1994 Pontiac Firebird

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

1994 Pontiac Firebird

Simi Valley, CA

UnscoredInsufficient · 0
$7,950Mileage not verified

Simi Valley, CA

2010 Nissan Altima S

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

2010 Nissan Altima S

Simi Valley, CA

Unscored
$8,121113,343 mi

Comparison: 9 similar vehicles

Simi Valley, CA

2013 Nissan Pathfinder SV

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

2013 Nissan Pathfinder SV

Simi Valley, CA

UnscoredInsufficient · 0
$8,167Mileage not verified

Simi Valley, CA

2015 INFINITI QX60 Base

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

2015 INFINITI QX60 Base

Simi Valley, CA

Fair PriceModerate · 21
$8,169Mileage not verified

Market: $6,900 – $13,179

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Simi Valley, CA

2014 Nissan Xterra S

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

2014 Nissan Xterra S

Simi Valley, CA

UnscoredInsufficient · 0
$9,168130,687 mi

Simi Valley, CA

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Simi Valley, CA

Fair PriceLimited · 19
$9,67098,164 mi

Market: $6,953 – $13,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Simi Valley, CA

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Simi Valley, CA

UnscoredInsufficient · 3
$10,121125,597 mi

Comparison: 3 similar vehicles

Simi Valley, CA

2015 Chevrolet Silverado 1500 Work Truck 1WT

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

2015 Chevrolet Silverado 1500 Work Truck 1WT

Simi Valley, CA

UnscoredInsufficient · 3
$10,467Mileage not verified

Comparison: 3 similar vehicles

Simi Valley, CA

2015 Toyota Sienna LE

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

2015 Toyota Sienna LE

Simi Valley, CA

Unscored
$10,617185,882 mi

Comparison: 27 similar vehicles

Simi Valley, CA

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Simi Valley, CA

Fair PriceLimited · 10
$10,752100,864 mi

Market: $6,500 – $15,195

Comparison: 10 similar vehicles

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

Simi Valley, CA

2014 Toyota Sienna XLE

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

2014 Toyota Sienna XLE

Simi Valley, CA

Unscored
$10,867194,519 mi

Comparison: 13 similar vehicles

Simi Valley, CA

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Simi Valley, CA

Fair PriceModerate · 36
$11,072108,218 mi

Market: $5,400 – $15,998

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Simi Valley, CA

2016 GMC Acadia SLT-1

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

2016 GMC Acadia SLT-1

Simi Valley, CA

Unscored
$11,072120,808 mi

Comparison: 10 similar vehicles

Simi Valley, CA

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Simi Valley, CA

UnscoredInsufficient · 0
$11,12179,729 mi

Simi Valley, CA

2011 Toyota Venza Base

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

2011 Toyota Venza Base

Simi Valley, CA

UnscoredInsufficient · 4
$11,169Mileage not verified

Comparison: 4 similar vehicles

Simi Valley, CA

2012 Nissan Frontier S

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

2012 Nissan Frontier S

Simi Valley, CA

UnscoredInsufficient · 3
$11,63884,495 mi

Comparison: 3 similar vehicles

Simi Valley, CA

1988 BMW 3 Series

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

1988 BMW 3 Series

Simi Valley, CA

UnscoredInsufficient · 0
$11,900Mileage not verified

Simi Valley, CA

1983 Volkswagen Rabbit

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

1983 Volkswagen Rabbit

Simi Valley, CA

UnscoredInsufficient · 0
$11,900Mileage not verified

Simi Valley, CA

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Simi Valley, CA

Unscored
$12,022124,928 mi

Comparison: 5 similar vehicles

Simi Valley, CA

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Simi Valley, CA

Fair PriceLimited · 11
$12,067Mileage not verified

Market: $9,414 – $14,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Simi Valley, CA

2018 Ford Ecosport SE

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

2018 Ford Ecosport SE

Simi Valley, CA

UnscoredInsufficient · 0
$12,12135,770 mi

Simi Valley, CA

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Simi Valley, CA

Fair PriceLimited · 13
$12,142109,703 mi

Market: $11,998 – $14,913

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Simi Valley, CA

2012 GMC Sierra 1500 SLE

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

2012 GMC Sierra 1500 SLE

Simi Valley, CA

UnscoredInsufficient · 4
$12,167Mileage not verified

Comparison: 4 similar vehicles

Simi Valley, CA

2015 Honda Civic EX

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

2015 Honda Civic EX

Simi Valley, CA

Unscored
$12,872105,478 mi

Comparison: 5 similar vehicles

Simi Valley, CA

2020 Kia Sorento EX

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

2020 Kia Sorento EX

Simi Valley, CA

Unscored
$13,072120,593 mi

Comparison: 7 similar vehicles

Simi Valley, CA

2014 Mazda MAZDA6 i Grand Touring

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

2014 Mazda MAZDA6 i Grand Touring

Simi Valley, CA

UnscoredInsufficient · 0
$13,08048,899 mi

Simi Valley, CA

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

Simi Valley, CA

Unscored
$13,121144,291 mi

Comparison: 5 similar vehicles

Simi Valley, CA

2017 GMC Acadia SLE-2

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

2017 GMC Acadia SLE-2

Simi Valley, CA

OverpricedLimited · 16
$13,167Mileage not verified

Market: $10,115 – $13,073

Comparison: 16 similar vehicles

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

Simi Valley, CA

2019 Nissan Altima S

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

2019 Nissan Altima S

Simi Valley, CA

Fair PriceModerate · 33
$13,61794,353 mi

Market: $7,890 – $15,998

Comparison: 33 similar vehicles

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

Simi Valley, CA

1995 Ford F-250

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

1995 Ford F-250

Simi Valley, CA

UnscoredInsufficient · 0
$13,643168,441 mi

Simi Valley, CA

2017 Hyundai Santa Fe SE Ultimate

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

2017 Hyundai Santa Fe SE Ultimate

Simi Valley, CA

Unscored
$14,14388,302 mi

Comparison: 8 similar vehicles

Simi Valley, CA

2016 Honda Civic EX

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

2016 Honda Civic EX

Simi Valley, CA

Fair PriceLimited · 10
$14,51797,873 mi

Market: $9,995 – $14,995

Comparison: 10 similar vehicles

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

Simi Valley, CA

2019 Chevrolet Express Cargo Work Van

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

2019 Chevrolet Express Cargo Work Van

Simi Valley, CA

Fair PriceModerate · 22
$14,567Mileage not verified

Market: $13,488 – $24,888

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Simi Valley, CA

2023 Kia Forte GT-Line

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

2023 Kia Forte GT-Line

Simi Valley, CA

Unscored
$14,99561,456 mi

Comparison: 7 similar vehicles

Simi Valley, CA

2019 Volkswagen Tiguan SE

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

2019 Volkswagen Tiguan SE

Simi Valley, CA

Fair PriceModerate · 23
$15,04364,264 mi

Market: $11,115 – $17,167

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Simi Valley, CA

2023 Mitsubishi Mirage ES

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

2023 Mitsubishi Mirage ES

Simi Valley, CA

UnscoredInsufficient · 0
$15,04726,014 mi

Simi Valley, CA

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Simi Valley, CA

Unscored
$15,080169,296 mi

Comparison: 10 similar vehicles

Simi Valley, CA

2020 Subaru Outback Premium

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

2020 Subaru Outback Premium

Simi Valley, CA

Fair PriceLimited · 18
$15,121119,749 mi

Market: $14,214 – $19,990

Comparison: 18 similar vehicles

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

Simi Valley, CA

2018 Honda HR-V EX

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

2018 Honda HR-V EX

Simi Valley, CA

Unscored
$15,12196,098 mi

Comparison: 8 similar vehicles

Simi Valley, CA

2018 Honda Civic EX-T

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

2018 Honda Civic EX-T

Simi Valley, CA

Fair PriceModerate · 25
$15,121109,388 mi

Market: $14,134 – $20,617

Comparison: 25 similar vehicles

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

Simi Valley, CA

2015 Toyota Camry LE Hybrid

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

2015 Toyota Camry LE Hybrid

Simi Valley, CA

UnscoredInsufficient · 0
$15,12198,995 mi

Simi Valley, CA

2021 Toyota Venza Limited

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

2021 Toyota Venza Limited

Simi Valley, CA

Unscored
$15,169Mileage not verified

Comparison: 7 similar vehicles

Simi Valley, CA

2016 Land Rover Range Rover Sport SE

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

2016 Land Rover Range Rover Sport SE

Simi Valley, CA

UnscoredInsufficient · 0
$15,58058,536 mi

Simi Valley, CA

2018 Hyundai Tucson Limited

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

2018 Hyundai Tucson Limited

Simi Valley, CA

UnscoredInsufficient · 4
$15,59576,665 mi

Comparison: 4 similar vehicles

Simi Valley, CA

2016 Honda Pilot Touring

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

2016 Honda Pilot Touring

Simi Valley, CA

UnscoredInsufficient · 4
$15,762129,035 mi

Comparison: 4 similar vehicles

Simi Valley, CA

2020 Mazda CX-5 Touring

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

2020 Mazda CX-5 Touring

Simi Valley, CA

Unscored
$15,869105,711 mi

Comparison: 9 similar vehicles

Simi Valley, CA

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 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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