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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 6, 2026

7.1M+

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

81 listings found

2011 Hyundai Elantra Touring GLS

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

2011 Hyundai Elantra Touring GLS

Cohasset, MA

UnscoredInsufficient · 0
$4,990105,268 mi

Cohasset, MA

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

Cohasset, MA

Unscored
$4,990132,815 mi

Comparison: 5 similar vehicles

Cohasset, MA

2009 Toyota Venza Base

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

2009 Toyota Venza Base

Cohasset, MA

UnscoredInsufficient · 4
$6,490148,669 mi

Comparison: 4 similar vehicles

Cohasset, MA

2013 Honda Odyssey Touring Elite

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

2013 Honda Odyssey Touring Elite

Cohasset, MA

UnscoredInsufficient · 0
$7,390193,775 mi

Cohasset, MA

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Cohasset, MA

Unscored
$7,490129,597 mi

Comparison: 23 similar vehicles

Cohasset, MA

2013 Subaru Forester X Premium Package

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

2013 Subaru Forester X Premium Package

Cohasset, MA

Unscored
$7,990123,627 mi

Comparison: 14 similar vehicles

Cohasset, MA

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Cohasset, MA

Unscored
$8,690146,376 mi

Comparison: 37 similar vehicles

Cohasset, MA

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Cohasset, MA

Fair PriceModerate · 21
$8,69076,790 mi

Market: $4,995 – $9,995

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Cohasset, MA

2015 Volkswagen Passat SEL Premium

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

2015 Volkswagen Passat SEL Premium

Cohasset, MA

UnscoredInsufficient · 0
$8,79090,414 mi

Cohasset, MA

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Cohasset, MA

UnscoredInsufficient · 0
$8,99059,440 mi

Cohasset, MA

2010 Honda Civic LX

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

2010 Honda Civic LX

Cohasset, MA

OverpricedLimited · 17
$9,39070,852 mi

Market: $3,495 – $9,287

Comparison: 17 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Cohasset, MA

2013 Honda Civic LX

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

2013 Honda Civic LX

Cohasset, MA

Fair PriceModerate · 21
$9,990112,591 mi

Market: $5,494 – $12,900

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Cohasset, MA

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Cohasset, MA

Fair PriceLimited · 10
$9,990106,325 mi

Market: $6,500 – $12,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Cohasset, MA

2010 Toyota Venza Base

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

2010 Toyota Venza Base

Cohasset, MA

Unscored
$9,99099,348 mi

Comparison: 7 similar vehicles

Cohasset, MA

2006 Mercedes-Benz CLK-Class CLK350

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

2006 Mercedes-Benz CLK-Class CLK350

Cohasset, MA

UnscoredInsufficient · 0
$9,99064,887 mi

Cohasset, MA

2017 Volkswagen Passat SE

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

2017 Volkswagen Passat SE

Cohasset, MA

Fair PriceModerate · 21
$10,53295,563 mi

Market: $8,495 – $14,885

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Cohasset, MA

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Cohasset, MA

Fair PriceLimited · 12
$10,79099,612 mi

Market: $6,995 – $17,687

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Cohasset, MA

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Cohasset, MA

Fair PriceRobust · 62
$10,95684,668 mi

Market: $4,700 – $13,999

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Cohasset, MA

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Cohasset, MA

UnscoredInsufficient · 3
$10,99082,953 mi

Comparison: 3 similar vehicles

Cohasset, MA

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Cohasset, MA

Fair PriceModerate · 20
$10,99087,180 mi

Market: $8,995 – $15,193

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 209 days listed (based on current market benchmarks)

Cohasset, MA

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

Cohasset, MA

Fair PriceLimited · 18
$10,99098,895 mi

Market: $5,999 – $13,998

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Cohasset, MA

2015 Volvo XC60 T6 Platinum

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

2015 Volvo XC60 T6 Platinum

Cohasset, MA

UnscoredInsufficient · 3
$11,49095,835 mi

Comparison: 3 similar vehicles

Cohasset, MA

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Cohasset, MA

Fair PriceLimited · 19
$11,79092,803 mi

Market: $7,999 – $21,997

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Cohasset, MA

2014 Honda Accord EX-L V-6

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

2014 Honda Accord EX-L V-6

Cohasset, MA

Fair PriceLimited · 16
$11,884105,226 mi

Market: $5,200 – $18,213

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Cohasset, MA

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Cohasset, MA

Unscored
$11,98692,857 mi

Comparison: 9 similar vehicles

Cohasset, MA

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Cohasset, MA

Fair PriceModerate · 25
$11,99087,267 mi

Market: $5,995 – $15,998

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Cohasset, MA

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Cohasset, MA

Unscored
$11,990114,499 mi

Comparison: 9 similar vehicles

Cohasset, MA

2012 Toyota Tacoma Base

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

2012 Toyota Tacoma Base

Cohasset, MA

Unscored
$11,990214,680 mi

Comparison: 5 similar vehicles

Cohasset, MA

2019 Volkswagen Jetta SE

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

2019 Volkswagen Jetta SE

Cohasset, MA

Unscored
$12,138116,510 mi

Comparison: 9 similar vehicles

Cohasset, MA

2017 Jeep Grand Cherokee Laredo E

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

2017 Jeep Grand Cherokee Laredo E

Cohasset, MA

Fair PriceModerate · 24
$12,294101,535 mi

Market: $5,499 – $16,950

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

Cohasset, MA

2017 Jeep Wrangler 75th Anniversary Edition

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

2017 Jeep Wrangler 75th Anniversary Edition

Cohasset, MA

Unscored
$12,487147,853 mi

Comparison: 12 similar vehicles

Cohasset, MA

2013 Acura RDX Base

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

2013 Acura RDX Base

Cohasset, MA

Unscored
$12,49093,299 mi

Comparison: 9 similar vehicles

Cohasset, MA

2014 Jeep Wrangler Sahara

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

2014 Jeep Wrangler Sahara

Cohasset, MA

Unscored
$12,985120,580 mi

Comparison: 21 similar vehicles

Cohasset, MA

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Cohasset, MA

UnscoredInsufficient · 4
$12,990116,308 mi

Comparison: 4 similar vehicles

Cohasset, MA

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

Cohasset, MA

Great DealLimited · 17
$13,94595,075 mi

Market: $14,495 – $18,995

Comparison: 17 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 49 days listed (based on current market benchmarks)

Cohasset, MA

2017 Honda Pilot EX-L

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

2017 Honda Pilot EX-L

Cohasset, MA

Unscored
$14,490129,239 mi

Comparison: 13 similar vehicles

Cohasset, MA

2018 Hyundai Elantra Sport

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

2018 Hyundai Elantra Sport

Cohasset, MA

Unscored
$15,03669,209 mi

Comparison: 9 similar vehicles

Cohasset, MA

2016 Toyota Tacoma SR

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

2016 Toyota Tacoma SR

Cohasset, MA

Unscored
$15,975120,887 mi

Comparison: 8 similar vehicles

Cohasset, MA

2017 Honda Pilot Touring

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

2017 Honda Pilot Touring

Cohasset, MA

Unscored
$17,695100,324 mi

Comparison: 6 similar vehicles

Cohasset, MA

2019 Jeep Grand Cherokee Altitude

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

2019 Jeep Grand Cherokee Altitude

Cohasset, MA

Fair PriceModerate · 43
$17,99065,875 mi

Market: $12,990 – $21,095

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Cohasset, MA

2023 Nissan Altima S

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

2023 Nissan Altima S

Cohasset, MA

UnscoredInsufficient · 0
$18,86833,296 mi

Cohasset, MA

2015 Toyota Tacoma Base

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

2015 Toyota Tacoma Base

Cohasset, MA

Fair PriceRobust · 50
$19,920109,135 mi

Market: $14,995 – $26,286

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Cohasset, MA

2025 Nissan KICKS PLAY Base

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

2025 Nissan KICKS PLAY Base

Cohasset, MA

UnscoredInsufficient · 3
$19,9858,131 mi

Comparison: 3 similar vehicles

Cohasset, MA

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Cohasset, MA

Fair PriceRobust · 87
$19,99060,463 mi

Market: $12,194 – $24,642

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Cohasset, MA

2023 Volkswagen Taos SE

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

2023 Volkswagen Taos SE

Cohasset, MA

Unscored
$21,87441,253 mi

Comparison: 6 similar vehicles

Cohasset, MA

2023 Jeep Wrangler 4xe Willys 4XE

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

2023 Jeep Wrangler 4xe Willys 4XE

Cohasset, MA

Fair PriceModerate · 46
$22,39745,809 mi

Market: $19,695 – $31,329

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 225 days listed (based on current market benchmarks)

Cohasset, MA

2024 Volkswagen Taos SE

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

2024 Volkswagen Taos SE

Cohasset, MA

Fair PriceModerate · 22
$23,09835,416 mi

Market: $21,699 – $23,912

Comparison: 22 similar vehicles

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

Cohasset, MA

2024 Volkswagen Taos SE

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

2024 Volkswagen Taos SE

Cohasset, MA

Fair PriceModerate · 28
$23,23224,891 mi

Market: $20,574 – $23,495

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Cohasset, MA

2024 Volkswagen Tiguan S

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

2024 Volkswagen Tiguan S

Cohasset, MA

Fair PriceModerate · 34
$23,38627,994 mi

Market: $20,974 – $23,941

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Cohasset, MA

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Cohasset, MA

Fair PriceRobust · 229
$23,38629,803 mi

Market: $19,998 – $27,424

Comparison: 229 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Cohasset, MA

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 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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