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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

207 listings found

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Mansfield, MA

Unscored
$3,400159,632 mi

Comparison: 20 similar vehicles

Mansfield, MA

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Mansfield, MA

Unscored
$3,800136,570 mi

Comparison: 5 similar vehicles

Mansfield, MA

2005 Acura TL Base

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

2005 Acura TL Base

Mansfield, MA

Unscored
$3,900163,842 mi

Comparison: 5 similar vehicles

Mansfield, MA

2008 Honda CR-V EX

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

2008 Honda CR-V EX

Mansfield, MA

Unscored
$4,400200,301 mi

Comparison: 6 similar vehicles

Mansfield, MA

2014 Honda Accord LX

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

2014 Honda Accord LX

Mansfield, MA

Unscored
$4,500197,752 mi

Comparison: 15 similar vehicles

Mansfield, MA

2016 Mazda MAZDA3 i Grand Touring

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

2016 Mazda MAZDA3 i Grand Touring

Mansfield, MA

Unscored
$5,300182,556 mi

Comparison: 7 similar vehicles

Mansfield, MA

2008 Honda Accord LX

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

2008 Honda Accord LX

Mansfield, MA

Unscored
$5,500162,697 mi

Comparison: 8 similar vehicles

Mansfield, MA

2007 Toyota Avalon Touring

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

2007 Toyota Avalon Touring

Mansfield, MA

UnscoredInsufficient · 3
$5,500149,200 mi

Comparison: 3 similar vehicles

Mansfield, MA

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Mansfield, MA

Unscored
$5,600162,897 mi

Comparison: 14 similar vehicles

Mansfield, MA

2008 Acura MDX Base

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

2008 Acura MDX Base

Mansfield, MA

UnscoredInsufficient · 3
$5,900134,080 mi

Comparison: 3 similar vehicles

Mansfield, MA

2015 Volkswagen Passat SE

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

2015 Volkswagen Passat SE

Mansfield, MA

Unscored
$6,300139,220 mi

Comparison: 11 similar vehicles

Mansfield, MA

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Mansfield, MA

Fair PriceLimited · 15
$6,500103,643 mi

Market: $4,995 – $11,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Mansfield, MA

2013 Honda Fit Base

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

2013 Honda Fit Base

Mansfield, MA

UnscoredInsufficient · 4
$6,500117,336 mi

Comparison: 4 similar vehicles

Mansfield, MA

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Mansfield, MA

Fair PriceModerate · 20
$6,500117,577 mi

Market: $2,995 – $7,999

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Mansfield, MA

2018 Subaru Outback Premium

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

2018 Subaru Outback Premium

Mansfield, MA

Unscored
$6,900179,080 mi

Comparison: 15 similar vehicles

Mansfield, MA

2015 Audi A3 Sedan Premium

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

2015 Audi A3 Sedan Premium

Mansfield, MA

Great DealModerate · 20
$6,900116,070 mi

Market: $7,495 – $12,990

Comparison: 20 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 79 days listed (based on current market benchmarks)

Mansfield, MA

2013 Mazda CX-5 Grand Touring

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

2013 Mazda CX-5 Grand Touring

Mansfield, MA

Unscored
$6,900167,322 mi

Comparison: 10 similar vehicles

Mansfield, MA

2015 Honda Fit EX-L

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

2015 Honda Fit EX-L

Mansfield, MA

Unscored
$7,500163,266 mi

Comparison: 6 similar vehicles

Mansfield, MA

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

Mansfield, MA

Unscored
$7,500167,698 mi

Comparison: 8 similar vehicles

Mansfield, MA

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Mansfield, MA

Unscored
$7,500161,470 mi

Comparison: 12 similar vehicles

Mansfield, MA

2016 BMW 5 Series 528i

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

2016 BMW 5 Series 528i

Mansfield, MA

Unscored
$7,700121,287 mi

Comparison: 5 similar vehicles

Mansfield, MA

2016 Ford Explorer Base

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

2016 Ford Explorer Base

Mansfield, MA

Unscored
$7,900132,200 mi

Comparison: 11 similar vehicles

Mansfield, MA

2014 Honda Pilot EX

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

2014 Honda Pilot EX

Mansfield, MA

Unscored
$7,900154,500 mi

Comparison: 16 similar vehicles

Mansfield, MA

2009 Honda CR-V EX

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

2009 Honda CR-V EX

Mansfield, MA

UnscoredInsufficient · 4
$8,000124,075 mi

Comparison: 4 similar vehicles

Mansfield, MA

2004 Toyota 4Runner Limited

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

2004 Toyota 4Runner Limited

Mansfield, MA

UnscoredInsufficient · 0
$8,000142,927 mi

Mansfield, MA

2012 Toyota Tacoma Base

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

2012 Toyota Tacoma Base

Mansfield, MA

Unscored
$8,700179,717 mi

Comparison: 13 similar vehicles

Mansfield, MA

2010 Toyota Highlander Base

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

2010 Toyota Highlander Base

Mansfield, MA

Unscored
$9,300104,155 mi

Comparison: 5 similar vehicles

Mansfield, MA

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Mansfield, MA

Unscored
$11,000133,489 mi

Comparison: 14 similar vehicles

Mansfield, MA

2018 Mazda CX-5 Sport

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

2018 Mazda CX-5 Sport

Mansfield, MA

Unscored
$11,500151,847 mi

Comparison: 26 similar vehicles

Mansfield, MA

2023 Hyundai Elantra SEL

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

2023 Hyundai Elantra SEL

Mansfield, MA

Fair PriceLimited · 13
$13,81372,197 mi

Market: $13,372 – $16,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Mansfield, MA

2020 Chevrolet Traverse LS

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

2020 Chevrolet Traverse LS

Mansfield, MA

Unscored
$14,988120,708 mi

Comparison: 9 similar vehicles

Mansfield, MA

2017 INFINITI QX50 Base

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

2017 INFINITI QX50 Base

Mansfield, MA

UnscoredInsufficient · 3
$15,000111,039 mi

Comparison: 3 similar vehicles

Mansfield, MA

2020 Hyundai Kona SEL

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

2020 Hyundai Kona SEL

Mansfield, MA

UnscoredInsufficient · 3
$15,36866,259 mi

Comparison: 3 similar vehicles

Mansfield, MA

2024 Kia Soul LX

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

2024 Kia Soul LX

Mansfield, MA

Fair PriceLimited · 17
$16,88852,472 mi

Market: $15,349 – $18,982

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Mansfield, MA

2021 Ford Edge Titanium

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

2021 Ford Edge Titanium

Mansfield, MA

Unscored
$17,68095,097 mi

Comparison: 33 similar vehicles

Mansfield, MA

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Mansfield, MA

Fair PriceRobust · 158
$17,99555,679 mi

Market: $15,276 – $26,076

Comparison: 158 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Mansfield, MA

2021 Subaru Outback Premium

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

2021 Subaru Outback Premium

Mansfield, MA

Unscored
$18,34976,227 mi

Comparison: 7 similar vehicles

Mansfield, MA

2022 Subaru Forester Premium

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

2022 Subaru Forester Premium

Mansfield, MA

Unscored
$18,55193,121 mi

Comparison: 7 similar vehicles

Mansfield, MA

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Mansfield, MA

UnscoredInsufficient · 0
$18,81259,815 mi

Mansfield, MA

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Mansfield, MA

Fair PriceModerate · 22
$18,99256,270 mi

Market: $17,991 – $20,176

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Mansfield, MA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Mansfield, MA

Fair PriceRobust · 75
$18,99555,924 mi

Market: $15,449 – $21,977

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Mansfield, MA

2023 Nissan Sentra SR

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

2023 Nissan Sentra SR

Mansfield, MA

Fair PriceLimited · 12
$19,00032,006 mi

Market: $18,185 – $23,233

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Mansfield, MA

2019 Nissan Murano Platinum

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

2019 Nissan Murano Platinum

Mansfield, MA

Unscored
$19,54760,413 mi

Comparison: 5 similar vehicles

Mansfield, MA

2021 Hyundai Palisade SEL

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

2021 Hyundai Palisade SEL

Mansfield, MA

Fair PriceRobust · 106
$19,57585,981 mi

Market: $16,819 – $24,885

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Mansfield, MA

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Mansfield, MA

Fair PriceModerate · 25
$19,60333,981 mi

Market: $17,680 – $23,743

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Mansfield, MA

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Mansfield, MA

Unscored
$19,99554,203 mi

Comparison: 24 similar vehicles

Mansfield, MA

2019 GMC Terrain SLE

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

2019 GMC Terrain SLE

Mansfield, MA

UnscoredInsufficient · 3
$19,99530,016 mi

Comparison: 3 similar vehicles

Mansfield, MA

2019 Nissan Pathfinder S

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

2019 Nissan Pathfinder S

Mansfield, MA

UnscoredInsufficient · 0
$20,00034,560 mi

Mansfield, MA

2021 Buick Envision Essence

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

2021 Buick Envision Essence

Mansfield, MA

Fair PriceModerate · 27
$20,21277,699 mi

Market: $14,994 – $20,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Mansfield, MA

2021 Volkswagen Atlas SE w/Tech

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

2021 Volkswagen Atlas SE w/Tech

Mansfield, MA

Fair PriceLimited · 18
$21,29177,341 mi

Market: $16,580 – $22,083

Comparison: 18 similar vehicles

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

Mansfield, MA

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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