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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 11, 2026

7.3M+

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

8,386 listings found

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Wilton, ME

UnscoredInsufficient · 0
$2,400189,000 mi

Wilton, ME

2011 GMC Yukon XL SLT

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

2011 GMC Yukon XL SLT

Windsor, ME

UnscoredInsufficient · 0
$2,500250,110 mi

Windsor, ME

2010 Volvo S80 3.2

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

2010 Volvo S80 3.2

Pittsfield, ME

UnscoredInsufficient · 0
$2,500276,746 mi

Pittsfield, ME

2014 FIAT 500 Pop

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

2014 FIAT 500 Pop

Bangor, ME

UnscoredInsufficient · 0
$2,95070,536 mi

Bangor, ME

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Bangor, ME

UnscoredInsufficient · 0
$2,95074,623 mi

Bangor, ME

2013 GMC Terrain SLE-1

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

2013 GMC Terrain SLE-1

Belfast, ME

UnscoredInsufficient · 0
$3,401108,859 mi

Belfast, ME

2018 Hyundai Elantra SEL

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

2018 Hyundai Elantra SEL

Bangor, ME

Unscored
$3,555167,652 mi

Comparison: 12 similar vehicles

Bangor, ME

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Farmington, ME

UnscoredInsufficient · 4
$3,899214,142 mi

Comparison: 4 similar vehicles

Farmington, ME

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

Belfast, ME

Unscored
$4,249197,029 mi

Comparison: 8 similar vehicles

Belfast, ME

2012 Honda Fit Base

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

2012 Honda Fit Base

New Sharon, ME

Unscored
$4,288205,466 mi

Comparison: 8 similar vehicles

New Sharon, ME

2016 Dodge Dart SXT Sport

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

2016 Dodge Dart SXT Sport

Waterville, ME

UnscoredInsufficient · 0
$4,300118,934 mi

Waterville, ME

2015 Chevrolet Malibu 2LT

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

2015 Chevrolet Malibu 2LT

Cornville, ME

UnscoredInsufficient · 0
$4,400177,800 mi

Cornville, ME

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Belfast, ME

UnscoredInsufficient · 4
$4,40999,989 mi

Comparison: 4 similar vehicles

Belfast, ME

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

New Sharon, ME

Unscored
$4,488185,583 mi

Comparison: 10 similar vehicles

New Sharon, ME

2007 Acura TL Base

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

2007 Acura TL Base

Orrington, ME

UnscoredInsufficient · 0
$4,500157,479 mi

Orrington, ME

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Bangor, ME

UnscoredInsufficient · 0
$4,550219,455 mi

Bangor, ME

2018 Buick Encore Preferred

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

2018 Buick Encore Preferred

Belfast, ME

UnscoredInsufficient · 3
$4,611151,966 mi

Comparison: 3 similar vehicles

Belfast, ME

2008 Buick Lucerne CXL

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

2008 Buick Lucerne CXL

Belfast, ME

UnscoredInsufficient · 0
$4,790146,280 mi

Belfast, ME

2016 Chevrolet Cruze LS

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

2016 Chevrolet Cruze LS

Cornville, ME

UnscoredInsufficient · 3
$4,900134,380 mi

Comparison: 3 similar vehicles

Cornville, ME

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Cornville, ME

UnscoredInsufficient · 3
$4,900191,695 mi

Comparison: 3 similar vehicles

Cornville, ME

2003 Toyota 4Runner Limited

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

2003 Toyota 4Runner Limited

Waterville, ME

UnscoredInsufficient · 0
$4,900169,851 mi

Waterville, ME

2009 Honda CR-V EX-L

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

2009 Honda CR-V EX-L

Bangor, ME

UnscoredInsufficient · 0
$4,950157,305 mi

Bangor, ME

2016 Chevrolet Equinox LS

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

2016 Chevrolet Equinox LS

Belfast, ME

UnscoredInsufficient · 3
$4,980110,385 mi

Comparison: 3 similar vehicles

Belfast, ME

2014 Subaru Outback Base

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

2014 Subaru Outback Base

New Sharon, ME

Unscored
$4,988206,237 mi

Comparison: 7 similar vehicles

New Sharon, ME

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Farmington, ME

Unscored
$5,39479,000 mi

Comparison: 6 similar vehicles

Farmington, ME

2017 Subaru Legacy Premium

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

2017 Subaru Legacy Premium

Jefferson, ME

Unscored
$5,400233,900 mi

Comparison: 15 similar vehicles

Jefferson, ME

2014 GMC Sierra 1500 SLT

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

2014 GMC Sierra 1500 SLT

Bangor, ME

Unscored
$5,450266,169 mi

Comparison: 6 similar vehicles

Bangor, ME

2012 Subaru Outback Base

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

2012 Subaru Outback Base

Belfast, ME

Unscored
$5,485131,079 mi

Comparison: 9 similar vehicles

Belfast, ME

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Belfast, ME

Unscored
$5,488256,091 mi

Comparison: 5 similar vehicles

Belfast, ME

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

Belfast, ME

Unscored
$5,488227,479 mi

Comparison: 8 similar vehicles

Belfast, ME

2007 Nissan Sentra 2.0 SL

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

2007 Nissan Sentra 2.0 SL

Farmingdale, ME

UnscoredInsufficient · 0
$5,495138,515 mi

Farmingdale, ME

2015 Hyundai Elantra Limited

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

2015 Hyundai Elantra Limited

Wilton, ME

Great DealLimited · 11
$5,50092,000 mi

Market: $8,448 – $12,197

Comparison: 11 similar vehicles

Competitively priced ~35% below the typical range compared to similar vehicles · 227 days listed (based on current market benchmarks)

Wilton, ME

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Orrington, ME

UnscoredInsufficient · 0
$5,500185,495 mi

Orrington, ME

1998 Ford H series

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

1998 Ford H series

Corinth, ME

UnscoredInsufficient · 0
$5,500171,511 mi

Corinth, ME

2014 Nissan JUKE S

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

2014 Nissan JUKE S

Wilton, ME

UnscoredInsufficient · 4
$5,700161,000 mi

Comparison: 4 similar vehicles

Wilton, ME

2011 Audi Q5 Premium Plus

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

2011 Audi Q5 Premium Plus

Randolph, ME

UnscoredInsufficient · 3
$5,850181,100 mi

Comparison: 3 similar vehicles

Randolph, ME

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Farmington, ME

Unscored
$5,898186,031 mi

Comparison: 7 similar vehicles

Farmington, ME

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Oakland, ME

Unscored
$5,900164,911 mi

Comparison: 57 similar vehicles

Oakland, ME

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Wilton, ME

Salvage title
$5,900132,000 mi

Wilton, ME

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

New Sharon, ME

Unscored
$5,988280,646 mi

Comparison: 5 similar vehicles

New Sharon, ME

2016 Buick Enclave Leather

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

2016 Buick Enclave Leather

Hudson, ME

Unscored
$5,995190,247 mi

Comparison: 5 similar vehicles

Hudson, ME

2015 Chrysler 200 C

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

2015 Chrysler 200 C

Hampden, ME

Unscored
$5,995143,129 mi

Comparison: 6 similar vehicles

Hampden, ME

2015 Dodge Journey SXT

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

2015 Dodge Journey SXT

Windsor, ME

UnscoredInsufficient · 0
$5,995129,746 mi

Windsor, ME

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Hudson, ME

UnscoredInsufficient · 0
$5,995190,873 mi

Hudson, ME

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Wilton, ME

Unscored
$6,000154,000 mi

Comparison: 11 similar vehicles

Wilton, ME

2014 Chevrolet Express Cutaway Base

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

2014 Chevrolet Express Cutaway Base

Bangor, ME

UnscoredInsufficient · 0
$6,000279,092 mi

Bangor, ME

2019 Hyundai Elantra SEL

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

2019 Hyundai Elantra SEL

Pittsfield, ME

UnscoredInsufficient · 0
$6,120123,340 mi

Pittsfield, ME

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Wilton, ME

Unscored
$6,200150,000 mi

Comparison: 13 similar vehicles

Wilton, ME

2014 Ford F-150 Platinum

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

2014 Ford F-150 Platinum

Skowhegan, ME

UnscoredInsufficient · 0
$6,398148,265 mi

Skowhegan, ME

2017 GMC Terrain SLE-1

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

2017 GMC Terrain SLE-1

Belfast, ME

UnscoredInsufficient · 0
$6,48057,759 mi

Belfast, ME

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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