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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

956 listings found

2000 Ford Ranger XL

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

2000 Ford Ranger XL

Hudsonville, MI

UnscoredInsufficient · 0
$2,414151,153 mi

Hudsonville, MI

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Hudsonville, MI

Unscored
$2,814264,537 mi

Comparison: 9 similar vehicles

Hudsonville, MI

2005 Volvo XC90 T6

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

2005 Volvo XC90 T6

Hudsonville, MI

UnscoredInsufficient · 0
$3,312259,412 mi

Hudsonville, MI

2010 Suzuki Kizashi GTS

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

2010 Suzuki Kizashi GTS

Hudsonville, MI

UnscoredInsufficient · 0
$3,500156,000 mi

Hudsonville, MI

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Hudsonville, MI

Unscored
$3,900204,000 mi

Comparison: 23 similar vehicles

Hudsonville, MI

2008 Toyota Highlander Sport

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

2008 Toyota Highlander Sport

Hudsonville, MI

Unscored
$3,990309,034 mi

Comparison: 12 similar vehicles

Hudsonville, MI

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Hudsonville, MI

UnscoredInsufficient · 4
$4,308129,746 mi

Comparison: 4 similar vehicles

Hudsonville, MI

2009 Ford Edge Limited

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

2009 Ford Edge Limited

Hudsonville, MI

Unscored
$4,313175,808 mi

Comparison: 8 similar vehicles

Hudsonville, MI

2012 Honda Fit Base

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

2012 Honda Fit Base

Hudsonville, MI

UnscoredInsufficient · 0
$4,500211,305 mi

Hudsonville, MI

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Hudsonville, MI

Unscored
$4,500253,000 mi

Comparison: 20 similar vehicles

Hudsonville, MI

2003 Honda Accord LX

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

2003 Honda Accord LX

Hudsonville, MI

UnscoredInsufficient · 0
$4,500161,448 mi

Hudsonville, MI

2012 Buick Enclave Leather

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

2012 Buick Enclave Leather

Hudsonville, MI

Unscored
$4,502178,255 mi

Comparison: 37 similar vehicles

Hudsonville, MI

2007 Toyota Avalon XLS

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

2007 Toyota Avalon XLS

Hudsonville, MI

UnscoredInsufficient · 0
$4,790254,915 mi

Hudsonville, MI

2013 Ford Escape Titanium

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

2013 Ford Escape Titanium

Hudsonville, MI

Unscored
$4,813184,033 mi

Comparison: 25 similar vehicles

Hudsonville, MI

2008 Toyota Highlander Base

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

2008 Toyota Highlander Base

Hudsonville, MI

Unscored
$4,990260,435 mi

Comparison: 13 similar vehicles

Hudsonville, MI

2010 Honda Odyssey Touring

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

2010 Honda Odyssey Touring

Hudsonville, MI

UnscoredInsufficient · 4
$5,190187,465 mi

Comparison: 4 similar vehicles

Hudsonville, MI

2013 Honda Odyssey EX-L

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

2013 Honda Odyssey EX-L

Hudsonville, MI

Unscored
$5,500230,815 mi

Comparison: 37 similar vehicles

Hudsonville, MI

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Hudsonville, MI

Unscored
$5,590202,653 mi

Comparison: 8 similar vehicles

Hudsonville, MI

2010 Subaru Impreza 2.5i Premium

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

2010 Subaru Impreza 2.5i Premium

Hudsonville, MI

Unscored
$5,995123,346 mi

Comparison: 9 similar vehicles

Hudsonville, MI

2012 Honda Odyssey EX-L

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

2012 Honda Odyssey EX-L

Hudsonville, MI

UnscoredInsufficient · 3
$6,000230,296 mi

Comparison: 3 similar vehicles

Hudsonville, MI

2012 Chevrolet Suburban LTZ

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

2012 Chevrolet Suburban LTZ

Hudsonville, MI

Unscored
$6,313201,678 mi

Comparison: 14 similar vehicles

Hudsonville, MI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Hudsonville, MI

Unscored
$6,495165,911 mi

Comparison: 27 similar vehicles

Hudsonville, MI

2014 Honda Odyssey EX-L

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

2014 Honda Odyssey EX-L

Hudsonville, MI

Unscored
$6,500223,775 mi

Comparison: 11 similar vehicles

Hudsonville, MI

2012 Audi A4 Premium

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

2012 Audi A4 Premium

Hudsonville, MI

Unscored
$6,814205,852 mi

Comparison: 12 similar vehicles

Hudsonville, MI

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Hudsonville, MI

Unscored
$6,988157,000 mi

Comparison: 26 similar vehicles

Hudsonville, MI

2015 Honda CR-V LX

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

2015 Honda CR-V LX

Hudsonville, MI

Unscored
$7,000212,230 mi

Comparison: 8 similar vehicles

Hudsonville, MI

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Hudsonville, MI

Unscored
$7,044121,614 mi

Comparison: 9 similar vehicles

Hudsonville, MI

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Hudsonville, MI

Unscored
$7,308122,589 mi

Comparison: 104 similar vehicles

Hudsonville, MI

2011 Toyota Camry XLE

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

2011 Toyota Camry XLE

Hudsonville, MI

Unscored
$7,490191,191 mi

Comparison: 16 similar vehicles

Hudsonville, MI

2010 Honda Odyssey EX

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

2010 Honda Odyssey EX

Hudsonville, MI

Unscored
$7,490149,490 mi

Comparison: 9 similar vehicles

Hudsonville, MI

2017 Dodge Journey Crossroad Plus

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

2017 Dodge Journey Crossroad Plus

Hudsonville, MI

Unscored
$7,500123,961 mi

Comparison: 30 similar vehicles

Hudsonville, MI

2010 Subaru Forester X Premium Package

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

2010 Subaru Forester X Premium Package

Hudsonville, MI

OverpricedLimited · 10
$7,588135,780 mi

Market: $6,888 – $7,301

Comparison: 10 similar vehicles

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

Hudsonville, MI

2010 Toyota Matrix S

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

2010 Toyota Matrix S

Hudsonville, MI

Unscored
$7,590132,925 mi

Comparison: 6 similar vehicles

Hudsonville, MI

2011 Chevrolet Avalanche LS

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

2011 Chevrolet Avalanche LS

Hudsonville, MI

Unscored
$7,802157,438 mi

Comparison: 8 similar vehicles

Hudsonville, MI

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Hudsonville, MI

Fair PriceRobust · 60
$7,98885,339 mi

Market: $2,995 – $14,486

Comparison: 60 similar vehicles

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

Hudsonville, MI

2015 Honda Civic EX-L

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

2015 Honda Civic EX-L

Hudsonville, MI

Unscored
$7,990207,968 mi

Comparison: 31 similar vehicles

Hudsonville, MI

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Hudsonville, MI

Unscored
$7,990184,037 mi

Comparison: 36 similar vehicles

Hudsonville, MI

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Hudsonville, MI

Unscored
$8,000175,343 mi

Comparison: 18 similar vehicles

Hudsonville, MI

2009 Toyota RAV4 Base

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

2009 Toyota RAV4 Base

Hudsonville, MI

Unscored
$8,290197,170 mi

Comparison: 18 similar vehicles

Hudsonville, MI

2015 Volvo S60 T5 Premier

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

2015 Volvo S60 T5 Premier

Hudsonville, MI

Unscored
$8,455126,727 mi

Comparison: 17 similar vehicles

Hudsonville, MI

2016 Chevrolet Express Cutaway Base

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

2016 Chevrolet Express Cutaway Base

Hudsonville, MI

Unscored
$8,500154,657 mi

Comparison: 19 similar vehicles

Hudsonville, MI

2014 Subaru Outback 2.5i Limited

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

2014 Subaru Outback 2.5i Limited

Hudsonville, MI

Unscored
$8,500158,218 mi

Comparison: 5 similar vehicles

Hudsonville, MI

2015 Volvo S60 T5 Premier

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

2015 Volvo S60 T5 Premier

Hudsonville, MI

Unscored
$8,885128,875 mi

Comparison: 17 similar vehicles

Hudsonville, MI

2014 Ford Escape SE

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

2014 Ford Escape SE

Hudsonville, MI

Unscored
$8,95075,000 mi

Comparison: 8 similar vehicles

Hudsonville, MI

2011 GMC Acadia SLT1

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

2011 GMC Acadia SLT1

Hudsonville, MI

OverpricedModerate · 28
$8,95096,000 mi

Market: $3,098 – $7,997

Comparison: 28 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Hudsonville, MI

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Hudsonville, MI

Unscored
$8,988131,515 mi

Comparison: 7 similar vehicles

Hudsonville, MI

2017 GMC Savana Cutaway Work Van

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

2017 GMC Savana Cutaway Work Van

Hudsonville, MI

UnscoredInsufficient · 3
$8,995233,731 mi

Comparison: 3 similar vehicles

Hudsonville, MI

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Hudsonville, MI

Unscored
$8,995205,425 mi

Comparison: 37 similar vehicles

Hudsonville, MI

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Hudsonville, MI

Unscored
$9,000193,399 mi

Comparison: 90 similar vehicles

Hudsonville, MI

2012 Honda Pilot EX-L

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

2012 Honda Pilot EX-L

Hudsonville, MI

UnscoredInsufficient · 4
$9,000167,020 mi

Comparison: 4 similar vehicles

Hudsonville, 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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