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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

5,625 listings found

2003 Ford Explorer Sport Trac XLT

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

2003 Ford Explorer Sport Trac XLT

Holland, MI

UnscoredInsufficient · 0
$3,975211,010 mi

Holland, MI

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Holland, MI

UnscoredInsufficient · 4
$4,249224,361 mi

Comparison: 4 similar vehicles

Holland, MI

2007 Jeep Grand Cherokee Laredo

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

2007 Jeep Grand Cherokee Laredo

Holland, MI

Unscored
$4,299184,404 mi

Comparison: 27 similar vehicles

Holland, MI

2015 GMC Acadia SLT1

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

2015 GMC Acadia SLT1

Holland, MI

Unscored
$4,995197,816 mi

Comparison: 60 similar vehicles

Holland, MI

2008 Volkswagen Rabbit S

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

2008 Volkswagen Rabbit S

Holland, MI

UnscoredInsufficient · 0
$5,000195,466 mi

Holland, MI

2016 Subaru Impreza Premium

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

2016 Subaru Impreza Premium

Holland, MI

Unscored
$5,995195,840 mi

Comparison: 12 similar vehicles

Holland, MI

2004 Volvo C70 LPT

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

2004 Volvo C70 LPT

Holland, MI

UnscoredInsufficient · 0
$5,99565,851 mi

Holland, MI

2017 Dodge Grand Caravan SXT

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

2017 Dodge Grand Caravan SXT

Holland, MI

UnscoredInsufficient · 4
$6,313188,944 mi

Comparison: 4 similar vehicles

Holland, MI

2013 Chevrolet Impala LT

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

2013 Chevrolet Impala LT

Holland, MI

Unscored
$6,375122,102 mi

Comparison: 5 similar vehicles

Holland, MI

2003 Lexus RX 300

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

2003 Lexus RX 300

Holland, MI

Unscored
$6,980110,211 mi

Comparison: 7 similar vehicles

Holland, MI

2019 Kia Sedona LX

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

2019 Kia Sedona LX

Holland, MI

Unscored
$6,995141,249 mi

Comparison: 5 similar vehicles

Holland, MI

2015 Subaru XV Crosstrek Base

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

2015 Subaru XV Crosstrek Base

Holland, MI

UnscoredInsufficient · 0
$6,995182,018 mi

Holland, MI

2015 Subaru XV Crosstrek Premium

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

2015 Subaru XV Crosstrek Premium

Holland, MI

UnscoredInsufficient · 3
$6,995222,466 mi

Comparison: 3 similar vehicles

Holland, MI

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Holland, MI

Unscored
$6,995136,513 mi

Comparison: 42 similar vehicles

Holland, MI

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Holland, MI

UnscoredInsufficient · 3
$6,995193,971 mi

Comparison: 3 similar vehicles

Holland, MI

2006 Honda Element EX-P

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

2006 Honda Element EX-P

Holland, MI

Unscored
$6,995211,215 mi

Comparison: 6 similar vehicles

Holland, MI

2015 Subaru Impreza 2.0I

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

2015 Subaru Impreza 2.0I

Holland, MI

Unscored
$7,270155,460 mi

Comparison: 6 similar vehicles

Holland, MI

2017 Nissan Sentra SV

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

2017 Nissan Sentra SV

Holland, MI

Fair PriceModerate · 34
$7,31395,637 mi

Market: $3,807 – $14,995

Comparison: 34 similar vehicles

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

Holland, MI

2016 Jeep Renegade Limited

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

2016 Jeep Renegade Limited

Holland, MI

Unscored
$7,488156,975 mi

Comparison: 21 similar vehicles

Holland, MI

2014 Subaru Forester XT Touring

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

2014 Subaru Forester XT Touring

Holland, MI

Unscored
$7,495224,764 mi

Comparison: 5 similar vehicles

Holland, MI

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Holland, MI

UnscoredInsufficient · 0
$7,80071,000 mi

Holland, MI

2004 Toyota Avalon XL

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

2004 Toyota Avalon XL

Holland, MI

UnscoredInsufficient · 0
$7,80967,956 mi

Holland, MI

2015 Subaru Forester i

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

2015 Subaru Forester i

Holland, MI

Unscored
$7,990146,745 mi

Comparison: 7 similar vehicles

Holland, MI

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Holland, MI

Unscored
$7,994154,715 mi

Comparison: 13 similar vehicles

Holland, MI

2014 Subaru Outback 2.5i Premium

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

2014 Subaru Outback 2.5i Premium

Holland, MI

Unscored
$7,995160,454 mi

Comparison: 13 similar vehicles

Holland, MI

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Holland, MI

Unscored
$7,995101,093 mi

Comparison: 5 similar vehicles

Holland, MI

2009 Audi A4 Base

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

2009 Audi A4 Base

Holland, MI

UnscoredInsufficient · 3
$7,99596,967 mi

Comparison: 3 similar vehicles

Holland, MI

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Holland, MI

OverpricedModerate · 25
$7,995166,731 mi

Market: $1,995 – $6,700

Comparison: 25 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Holland, MI

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Holland, MI

UnscoredInsufficient · 4
$8,000151,238 mi

Comparison: 4 similar vehicles

Holland, MI

2015 Subaru Impreza Sport Limited

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

2015 Subaru Impreza Sport Limited

Holland, MI

Unscored
$8,199130,000 mi

Comparison: 18 similar vehicles

Holland, MI

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Holland, MI

UnscoredInsufficient · 3
$8,200156,000 mi

Comparison: 3 similar vehicles

Holland, MI

2011 Mazda MAZDA3 s Sport

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

2011 Mazda MAZDA3 s Sport

Holland, MI

UnscoredInsufficient · 0
$8,249118,716 mi

Holland, MI

2013 Ford Edge Sport

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

2013 Ford Edge Sport

Holland, MI

Unscored
$8,399122,000 mi

Comparison: 15 similar vehicles

Holland, MI

2015 Honda Accord EX-L

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

2015 Honda Accord EX-L

Holland, MI

Unscored
$8,400224,000 mi

Comparison: 51 similar vehicles

Holland, MI

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Holland, MI

Unscored
$8,495197,396 mi

Comparison: 9 similar vehicles

Holland, MI

2013 Toyota RAV4 LE

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

2013 Toyota RAV4 LE

Holland, MI

Unscored
$8,600201,000 mi

Comparison: 17 similar vehicles

Holland, MI

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Holland, MI

Fair PriceLimited · 13
$8,780111,154 mi

Market: $4,500 – $9,895

Comparison: 13 similar vehicles

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

Holland, MI

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Holland, MI

Unscored
$8,840156,155 mi

Comparison: 15 similar vehicles

Holland, MI

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Holland, MI

UnscoredInsufficient · 3
$8,875129,547 mi

Comparison: 3 similar vehicles

Holland, MI

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Holland, MI

UnscoredInsufficient · 3
$8,880131,590 mi

Comparison: 3 similar vehicles

Holland, MI

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

Holland, MI

Unscored
$8,992169,820 mi

Comparison: 49 similar vehicles

Holland, MI

2016 Toyota Corolla S Plus

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

2016 Toyota Corolla S Plus

Holland, MI

Unscored
$8,995181,003 mi

Comparison: 24 similar vehicles

Holland, MI

2015 Volkswagen Passat Wolfsburg Edition

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

2015 Volkswagen Passat Wolfsburg Edition

Holland, MI

Fair PriceLimited · 16
$8,995114,034 mi

Market: $4,309 – $10,867

Comparison: 16 similar vehicles

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

Holland, MI

2015 Subaru Outback Premium

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

2015 Subaru Outback Premium

Holland, MI

Unscored
$8,995176,025 mi

Comparison: 17 similar vehicles

Holland, MI

2013 Volkswagen Jetta S

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

2013 Volkswagen Jetta S

Holland, MI

Fair PriceLimited · 11
$8,99578,836 mi

Market: $1,995 – $11,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 228 days listed (based on current market benchmarks)

Holland, MI

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Holland, MI

Fair PriceLimited · 16
$8,995110,270 mi

Market: $2,900 – $11,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Holland, MI

2012 Toyota RAV4 Limited

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

2012 Toyota RAV4 Limited

Holland, MI

Unscored
$8,995194,461 mi

Comparison: 10 similar vehicles

Holland, MI

2018 Subaru Outback Premium

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

2018 Subaru Outback Premium

Holland, MI

Unscored
$8,998180,432 mi

Comparison: 16 similar vehicles

Holland, MI

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Holland, MI

UnscoredInsufficient · 4
$8,998169,108 mi

Comparison: 4 similar vehicles

Holland, MI

2009 Jeep Wrangler X

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

2009 Jeep Wrangler X

Holland, MI

Unscored
$8,999158,420 mi

Comparison: 15 similar vehicles

Holland, MI

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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