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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

440 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

2002 Toyota Camry LE

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

2002 Toyota Camry LE

Bangor, ME

UnscoredLimited · 7
$2,550166,398 mi

Comparison: 7 similar vehicles

Bangor, ME

2005 Honda Accord EX

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

2005 Honda Accord EX

Jefferson, ME

UnscoredInsufficient · 0
$3,500195,323 mi

Jefferson, 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

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
$4,700118,934 mi

Waterville, ME

2018 Kia FORTE LX

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

2018 Kia FORTE LX

Bangor, ME

UnscoredInsufficient · 0
$4,950143,270 mi

Bangor, 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

UnscoredLimited · 14
$5,400233,900 mi

Comparison: 14 similar vehicles

Jefferson, 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

UnscoredInsufficient · 3
$5,50092,000 mi

Comparison: 3 similar vehicles

Wilton, 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

2014 Chevrolet Impala 1LZ

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

2014 Chevrolet Impala 1LZ

New Sharon, ME

UnscoredInsufficient · 0
$5,988133,937 mi

New Sharon, ME

2014 Kia Forte LX

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

2014 Kia Forte LX

Windsor, ME

UnscoredInsufficient · 0
$5,99558,026 mi

Windsor, ME

2014 Subaru Legacy 2.5i Limited

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

2014 Subaru Legacy 2.5i Limited

Farmingdale, ME

UnscoredInsufficient · 4
$6,495170,185 mi

Comparison: 4 similar vehicles

Farmingdale, ME

2010 Kia Forte EX

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

2010 Kia Forte EX

Farmingdale, ME

UnscoredInsufficient · 0
$6,495123,759 mi

Farmingdale, ME

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

Wilton, ME

UnscoredInsufficient · 3
$6,800141,000 mi

Comparison: 3 similar vehicles

Wilton, ME

2007 Mercedes-Benz E-Class E550

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

2007 Mercedes-Benz E-Class E550

Wilton, ME

UnscoredInsufficient · 0
$6,800130,000 mi

Wilton, ME

2009 Honda Accord EX

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

2009 Honda Accord EX

New Sharon, ME

UnscoredInsufficient · 4
$6,988107,179 mi

Comparison: 4 similar vehicles

New Sharon, ME

2014 Volkswagen Jetta S

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

2014 Volkswagen Jetta S

Canaan, ME

UnscoredLimited · 7
$6,99591,232 mi

Comparison: 7 similar vehicles

Canaan, ME

2009 Buick Lucerne CX

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

2009 Buick Lucerne CX

Farmingdale, ME

UnscoredInsufficient · 0
$7,09991,238 mi

Farmingdale, ME

2017 Kia Forte S

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

2017 Kia Forte S

Wilton, ME

UnscoredInsufficient · 0
$7,300127,000 mi

Wilton, ME

2017 Subaru Impreza Sport

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

2017 Subaru Impreza Sport

Belfast, ME

UnscoredLimited · 5
$7,301144,267 mi

Comparison: 5 similar vehicles

Belfast, ME

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Farmingdale, ME

UnscoredInsufficient · 0
$7,468157,909 mi

Farmingdale, ME

2010 Hyundai Accent GLS

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

2010 Hyundai Accent GLS

Farmingdale, ME

UnscoredInsufficient · 0
$7,468124,399 mi

Farmingdale, ME

2012 Kia Forte EX

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

2012 Kia Forte EX

Farmingdale, ME

UnscoredInsufficient · 4
$7,49577,353 mi

Comparison: 4 similar vehicles

Farmingdale, ME

2015 Volkswagen Jetta S

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

2015 Volkswagen Jetta S

Wilton, ME

UnscoredInsufficient · 3
$7,500108,000 mi

Comparison: 3 similar vehicles

Wilton, ME

2017 Nissan Sentra SR Turbo

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

2017 Nissan Sentra SR Turbo

Wilton, ME

UnscoredInsufficient · 0
$7,600150,000 mi

Wilton, ME

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

Farmingdale, ME

UnscoredInsufficient · 3
$7,995103,669 mi

Comparison: 3 similar vehicles

Farmingdale, ME

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

Farmingdale, ME

UnscoredInsufficient · 3
$7,995121,299 mi

Comparison: 3 similar vehicles

Farmingdale, ME

2010 Honda Civic LX

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

2010 Honda Civic LX

Anson, ME

UnscoredLimited · 6
$7,995137,649 mi

Comparison: 6 similar vehicles

Anson, ME

2008 Hyundai Accent GLS

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

2008 Hyundai Accent GLS

Randolph, ME

UnscoredInsufficient · 0
$7,99545,178 mi

Randolph, ME

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Bangor, ME

UnscoredInsufficient · 0
$8,14991,056 mi

Bangor, ME

2017 Kia Forte LX

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

2017 Kia Forte LX

Ellsworth, ME

UnscoredLimited · 6
$8,25087,110 mi

Comparison: 6 similar vehicles

Ellsworth, ME

2010 Lexus HS Premium

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

2010 Lexus HS Premium

Randolph, ME

UnscoredInsufficient · 0
$8,350208,600 mi

Randolph, 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
$8,395155,060 mi

Ellsworth, ME

2011 Toyota Camry XLE

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

2011 Toyota Camry XLE

Farmingdale, ME

UnscoredLimited · 14
$8,468208,189 mi

Comparison: 14 similar vehicles

Farmingdale, ME

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Farmingdale, ME

Fair PriceModerate · 22
$8,49574,533 mi

Market: $4,490 – $8,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Farmingdale, ME

2010 Lexus ES 350

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

2010 Lexus ES 350

Oakland, ME

UnscoredInsufficient · 3
$8,900158,672 mi

Comparison: 3 similar vehicles

Oakland, ME

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Randolph, ME

UnscoredInsufficient · 0
$8,90042,224 mi

Randolph, ME

2015 Subaru Impreza Premium

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

2015 Subaru Impreza Premium

Kenduskeag, ME

UnscoredModerate · 24
$8,995136,241 mi

Comparison: 24 similar vehicles

Kenduskeag, ME

2006 Subaru Impreza i

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

2006 Subaru Impreza i

Farmingdale, ME

UnscoredInsufficient · 0
$8,995124,480 mi

Farmingdale, ME

2014 Chevrolet Impala 1LT

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

2014 Chevrolet Impala 1LT

Warren, ME

UnscoredInsufficient · 0
$8,999126,417 mi

Warren, ME

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Brewer, ME

UnscoredInsufficient · 0
$8,999106,344 mi

Brewer, ME

2014 Dodge Avenger SXT

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

2014 Dodge Avenger SXT

Farmingdale, ME

UnscoredInsufficient · 0
$9,124144,370 mi

Farmingdale, ME

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Farmingdale, ME

UnscoredInsufficient · 4
$9,324148,385 mi

Comparison: 4 similar vehicles

Farmingdale, ME

2019 Subaru Legacy Base

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

2019 Subaru Legacy Base

Farmingdale, ME

UnscoredInsufficient · 0
$9,495157,084 mi

Farmingdale, ME

2016 Ford Fusion S

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

2016 Ford Fusion S

Wilton, ME

UnscoredInsufficient · 0
$9,50066,000 mi

Wilton, 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
$9,554107,521 mi

Bangor, ME

2015 Toyota Camry XLE

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

2015 Toyota Camry XLE

Augusta, ME

Salvage title
$9,900108,615 mi

Augusta, ME

2012 Hyundai Sonata Limited

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

2012 Hyundai Sonata Limited

Waterville, ME

UnscoredInsufficient · 0
$9,94437,410 mi

Waterville, ME

2013 Honda Accord Sport

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

2013 Honda Accord Sport

Orrington, ME

UnscoredLimited · 6
$9,999155,526 mi

Comparison: 6 similar vehicles

Orrington, ME

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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