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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 9, 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

6,116 listings found

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

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

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Bangor, ME

Unscored
$3,950159,263 mi

Comparison: 6 similar vehicles

Bangor, 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

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

Oakland, ME

UnscoredInsufficient · 0
$4,300118,934 mi

Oakland, 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

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

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

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: 5 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

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

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Bangor, ME

UnscoredInsufficient · 0
$5,95052,583 mi

Bangor, 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

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

2017 GMC Savana Cargo Work Van

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

2017 GMC Savana Cargo Work Van

Waterville, ME

UnscoredInsufficient · 0
$6,000220,223 mi

Waterville, 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

2014 Ford Focus SE

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

2014 Ford Focus SE

Lincoln, ME

UnscoredInsufficient · 3
$6,299Mileage not verified

Comparison: 3 similar vehicles

Lincoln, ME

2014 Ford F-150

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

2014 Ford F-150

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

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Waterville, ME

Unscored
$6,500164,911 mi

Comparison: 37 similar vehicles

Waterville, ME

2013 Ford Focus SE

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

2013 Ford Focus SE

Anson, ME

Unscored
$6,995111,280 mi

Comparison: 5 similar vehicles

Anson, ME

2000 Dodge Ram Pickup ST

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

2000 Dodge Ram Pickup ST

Orrington, ME

UnscoredInsufficient · 0
$6,999181,254 mi

Orrington, ME

2016 Ford Transit Base

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

2016 Ford Transit Base

Waterville, ME

Unscored
$7,000178,456 mi

Comparison: 13 similar vehicles

Waterville, ME

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Belfast, ME

Unscored
$7,488142,060 mi

Comparison: 34 similar vehicles

Belfast, ME

2016 Ford Flex Limited

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

2016 Ford Flex Limited

Belfast, ME

UnscoredInsufficient · 4
$7,48995,147 mi

Comparison: 4 similar vehicles

Belfast, ME

2020 Subaru Outback Limited

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

2020 Subaru Outback Limited

Belfast, ME

Unscored
$7,495100,695 mi

Comparison: 14 similar vehicles

Belfast, ME

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Canaan, ME

Unscored
$7,500149,788 mi

Comparison: 6 similar vehicles

Canaan, ME

2009 Dodge Charger SXT

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

2009 Dodge Charger SXT

Ellsworth, ME

UnscoredInsufficient · 0
$7,600155,060 mi

Ellsworth, 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

Cornville, ME

Unscored
$7,900139,200 mi

Comparison: 7 similar vehicles

Cornville, ME

2020 Volkswagen Jetta SE

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

2020 Volkswagen Jetta SE

Bangor, ME

UnscoredInsufficient · 0
$7,955107,521 mi

Bangor, ME

2019 Chevrolet Trax LS

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

2019 Chevrolet Trax LS

Belfast, ME

UnscoredInsufficient · 3
$7,971131,244 mi

Comparison: 3 similar vehicles

Belfast, ME

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Pittsfield, ME

UnscoredInsufficient · 3
$7,988139,207 mi

Comparison: 3 similar vehicles

Pittsfield, ME

2017 Chevrolet Spark LS

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

2017 Chevrolet Spark LS

Skowhegan, ME

UnscoredInsufficient · 0
$7,99070,179 mi

Skowhegan, ME

2012 Subaru Forester X Touring

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

2012 Subaru Forester X Touring

Belfast, ME

UnscoredInsufficient · 0
$7,990133,658 mi

Belfast, ME

2012 Kia Sportage LX

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

2012 Kia Sportage LX

Oakland, ME

UnscoredInsufficient · 0
$7,99057,210 mi

Oakland, ME

2014 Chevrolet Captiva Sport LTZ

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

2014 Chevrolet Captiva Sport LTZ

Hampden, ME

UnscoredInsufficient · 0
$7,99596,119 mi

Hampden, ME

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Oakland, ME

UnscoredInsufficient · 3
$7,995140,827 mi

Comparison: 3 similar vehicles

Oakland, ME

1998 Ford Mustang Base

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

1998 Ford Mustang Base

Palmyra, ME

UnscoredInsufficient · 0
$7,995107,522 mi

Palmyra, ME

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Ellsworth, ME

Unscored
$7,999147,661 mi

Comparison: 19 similar vehicles

Ellsworth, 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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