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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 3, 2026

6.8M+

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

813 listings found

2007 Chevrolet Aveo5 LS

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

2007 Chevrolet Aveo5 LS

Agawam, MA

UnscoredInsufficient · 0
$3,99587,815 mi

Agawam, MA

2010 Hyundai Tucson GLS

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

2010 Hyundai Tucson GLS

Agawam, MA

UnscoredInsufficient · 3
$3,999113,823 mi

Comparison: 3 similar vehicles

Agawam, MA

2000 Jaguar S-Type

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

2000 Jaguar S-Type

Agawam, MA

UnscoredInsufficient · 0
$4,95077,140 mi

Agawam, MA

2016 Subaru Impreza Base

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

2016 Subaru Impreza Base

Agawam, MA

Unscored
$5,000144,030 mi

Comparison: 7 similar vehicles

Agawam, MA

2015 Ford Focus SE

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

2015 Ford Focus SE

Agawam, MA

UnscoredInsufficient · 3
$5,090121,849 mi

Comparison: 3 similar vehicles

Agawam, MA

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Agawam, MA

Unscored
$5,090122,958 mi

Comparison: 7 similar vehicles

Agawam, MA

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Agawam, MA

Unscored
$5,499204,292 mi

Comparison: 8 similar vehicles

Agawam, MA

2010 Lexus HS Premium

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

2010 Lexus HS Premium

Agawam, MA

Unscored
$5,788228,260 mi

Comparison: 8 similar vehicles

Agawam, MA

2010 Subaru Outback I Premium

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

2010 Subaru Outback I Premium

Agawam, MA

Unscored
$5,890112,749 mi

Comparison: 7 similar vehicles

Agawam, MA

2014 Subaru Outback Premium

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

2014 Subaru Outback Premium

Agawam, MA

UnscoredInsufficient · 0
$5,900159,854 mi

Agawam, MA

2008 Honda Civic LX

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

2008 Honda Civic LX

Agawam, MA

Unscored
$5,995148,000 mi

Comparison: 11 similar vehicles

Agawam, MA

2012 Nissan Titan SV

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

2012 Nissan Titan SV

Agawam, MA

Unscored
$5,999197,278 mi

Comparison: 10 similar vehicles

Agawam, MA

2012 Audi Q5 Premium

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

2012 Audi Q5 Premium

Agawam, MA

Unscored
$6,194138,683 mi

Comparison: 50 similar vehicles

Agawam, MA

2011 Subaru Impreza Outback Sport

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

2011 Subaru Impreza Outback Sport

Agawam, MA

Unscored
$6,450127,109 mi

Comparison: 25 similar vehicles

Agawam, MA

2014 Subaru Forester i

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

2014 Subaru Forester i

Agawam, MA

UnscoredInsufficient · 3
$6,500146,260 mi

Comparison: 3 similar vehicles

Agawam, MA

2007 Toyota Avalon Touring

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

2007 Toyota Avalon Touring

Agawam, MA

UnscoredInsufficient · 3
$6,500161,243 mi

Comparison: 3 similar vehicles

Agawam, MA

2010 Honda Accord LX

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

2010 Honda Accord LX

Agawam, MA

Unscored
$6,600142,513 mi

Comparison: 11 similar vehicles

Agawam, MA

2014 Ford Escape SE

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

2014 Ford Escape SE

Agawam, MA

Unscored
$6,788109,484 mi

Comparison: 8 similar vehicles

Agawam, MA

2012 Volkswagen Passat SE

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

2012 Volkswagen Passat SE

Agawam, MA

Unscored
$6,800146,966 mi

Comparison: 32 similar vehicles

Agawam, MA

2015 Nissan Sentra S

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

2015 Nissan Sentra S

Agawam, MA

Fair PriceLimited · 15
$6,888102,535 mi

Market: $3,995 – $7,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Agawam, MA

2012 Nissan Murano LE

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

2012 Nissan Murano LE

Agawam, MA

UnscoredInsufficient · 4
$6,888123,934 mi

Comparison: 4 similar vehicles

Agawam, MA

2012 Subaru Outback Limited

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

2012 Subaru Outback Limited

Agawam, MA

Unscored
$6,899141,183 mi

Comparison: 6 similar vehicles

Agawam, MA

2017 Subaru Outback Base

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

2017 Subaru Outback Base

Agawam, MA

UnscoredInsufficient · 4
$6,900157,213 mi

Comparison: 4 similar vehicles

Agawam, MA

2016 Subaru Impreza Sport Premium

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

2016 Subaru Impreza Sport Premium

Agawam, MA

UnscoredInsufficient · 3
$6,900146,278 mi

Comparison: 3 similar vehicles

Agawam, MA

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

Agawam, MA

UnscoredInsufficient · 3
$6,900148,452 mi

Comparison: 3 similar vehicles

Agawam, MA

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Agawam, MA

UnscoredInsufficient · 4
$6,950168,013 mi

Comparison: 4 similar vehicles

Agawam, MA

2007 Mitsubishi Outlander XLS 4wd

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

2007 Mitsubishi Outlander XLS 4wd

Agawam, MA

UnscoredInsufficient · 0
$6,95097,327 mi

Agawam, MA

2001 Ford Mustang GT

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

2001 Ford Mustang GT

Agawam, MA

UnscoredInsufficient · 3
$6,995120,500 mi

Comparison: 3 similar vehicles

Agawam, MA

2014 Buick Enclave Premium

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

2014 Buick Enclave Premium

Agawam, MA

Unscored
$6,999142,567 mi

Comparison: 10 similar vehicles

Agawam, MA

2012 Acura MDX Base

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

2012 Acura MDX Base

Agawam, MA

Unscored
$6,999176,934 mi

Comparison: 12 similar vehicles

Agawam, MA

2012 Hyundai Sonata Limited

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

2012 Hyundai Sonata Limited

Agawam, MA

Unscored
$6,999162,171 mi

Comparison: 10 similar vehicles

Agawam, MA

2012 Subaru Outback Base

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

2012 Subaru Outback Base

Agawam, MA

Unscored
$7,090128,188 mi

Comparison: 20 similar vehicles

Agawam, MA

2012 Nissan Maxima SV

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

2012 Nissan Maxima SV

Agawam, MA

Unscored
$7,390127,674 mi

Comparison: 25 similar vehicles

Agawam, MA

2009 Ford E-Series Econoline Van Commercial

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

2009 Ford E-Series Econoline Van Commercial

Agawam, MA

Unscored
$7,399160,000 mi

Comparison: 8 similar vehicles

Agawam, MA

2006 Subaru Forester X

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

2006 Subaru Forester X

Agawam, MA

Unscored
$7,45081,295 mi

Comparison: 12 similar vehicles

Agawam, MA

2016 Nissan Altima S

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

2016 Nissan Altima S

Agawam, MA

Unscored
$7,488126,854 mi

Comparison: 5 similar vehicles

Agawam, MA

2012 Nissan Frontier SL

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

2012 Nissan Frontier SL

Agawam, MA

Unscored
$7,488184,635 mi

Comparison: 6 similar vehicles

Agawam, MA

2012 BMW 7 Series 750i

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

2012 BMW 7 Series 750i

Agawam, MA

UnscoredInsufficient · 3
$7,500110,688 mi

Comparison: 3 similar vehicles

Agawam, MA

2013 Honda CR-V LX

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

2013 Honda CR-V LX

Agawam, MA

Unscored
$7,600148,117 mi

Comparison: 11 similar vehicles

Agawam, MA

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Agawam, MA

UnscoredInsufficient · 0
$7,85056,062 mi

Agawam, MA

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Agawam, MA

Unscored
$7,900202,977 mi

Comparison: 17 similar vehicles

Agawam, MA

2013 Subaru XV Crosstrek Premium

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

2013 Subaru XV Crosstrek Premium

Agawam, MA

UnscoredInsufficient · 4
$7,900113,917 mi

Comparison: 4 similar vehicles

Agawam, MA

2013 Cadillac XTS Luxury Collection

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

2013 Cadillac XTS Luxury Collection

Agawam, MA

Unscored
$7,995120,100 mi

Comparison: 11 similar vehicles

Agawam, MA

2015 RAM 1500 Pickup Express

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

2015 RAM 1500 Pickup Express

Agawam, MA

Unscored
$8,100201,000 mi

Comparison: 10 similar vehicles

Agawam, MA

2015 Chevrolet Silverado 2500HD LT

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

2015 Chevrolet Silverado 2500HD LT

Agawam, MA

Unscored
$8,100292,684 mi

Comparison: 34 similar vehicles

Agawam, MA

2009 Hyundai Elantra SE

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

2009 Hyundai Elantra SE

Agawam, MA

UnscoredInsufficient · 0
$8,45018,351 mi

Agawam, MA

2017 Nissan Juke SV

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

2017 Nissan Juke SV

Agawam, MA

UnscoredInsufficient · 4
$8,488116,214 mi

Comparison: 4 similar vehicles

Agawam, MA

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Agawam, MA

Fair PriceLimited · 17
$8,500105,463 mi

Market: $4,999 – $14,950

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Agawam, MA

2010 Hyundai Elantra SE

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

2010 Hyundai Elantra SE

Agawam, MA

UnscoredInsufficient · 0
$8,50046,241 mi

Agawam, 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

Agawam, MA

Unscored
$8,788143,821 mi

Comparison: 16 similar vehicles

Agawam, MA

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 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.
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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