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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

362 listings found

2012 Hyundai Elantra Touring GLS

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

2012 Hyundai Elantra Touring GLS

Webster, MA

Salvage title
$2,290208,970 mi

Webster, MA

2002 Lexus RX 300

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

2002 Lexus RX 300

Webster, MA

UnscoredInsufficient · 3
$3,490159,165 mi

Comparison: 3 similar vehicles

Webster, MA

2006 Subaru Outback I

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

2006 Subaru Outback I

Webster, MA

UnscoredInsufficient · 4
$4,490165,290 mi

Comparison: 4 similar vehicles

Webster, MA

2009 Toyota Matrix S

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

2009 Toyota Matrix S

Webster, MA

Unscored
$4,999174,163 mi

Comparison: 12 similar vehicles

Webster, MA

2015 Mitsubishi Lancer SE

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

2015 Mitsubishi Lancer SE

Webster, MA

UnscoredInsufficient · 0
$5,490163,655 mi

Webster, MA

2012 Volkswagen Touareg Sport

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

2012 Volkswagen Touareg Sport

Webster, MA

UnscoredInsufficient · 0
$5,490150,050 mi

Webster, MA

2011 Volkswagen Tiguan S

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

2011 Volkswagen Tiguan S

Webster, MA

Unscored
$5,490131,179 mi

Comparison: 9 similar vehicles

Webster, MA

2010 Suzuki SX4 Crossover Technology

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

2010 Suzuki SX4 Crossover Technology

Webster, MA

UnscoredInsufficient · 0
$5,49067,180 mi

Webster, MA

2014 Subaru Impreza 2.0I Premium

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

2014 Subaru Impreza 2.0I Premium

Webster, MA

UnscoredInsufficient · 3
$5,990155,060 mi

Comparison: 3 similar vehicles

Webster, MA

2011 Honda Civic LX

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

2011 Honda Civic LX

Webster, MA

Unscored
$5,990134,860 mi

Comparison: 13 similar vehicles

Webster, MA

2009 Toyota Matrix Base

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

2009 Toyota Matrix Base

Webster, MA

UnscoredInsufficient · 3
$5,990139,625 mi

Comparison: 3 similar vehicles

Webster, MA

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Webster, MA

Fair PriceModerate · 32
$6,490109,570 mi

Market: $4,500 – $12,935

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Webster, MA

2013 Subaru Impreza 2.0I Limited

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

2013 Subaru Impreza 2.0I Limited

Webster, MA

Unscored
$6,490134,325 mi

Comparison: 13 similar vehicles

Webster, MA

2012 Honda Civic EX

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

2012 Honda Civic EX

Webster, MA

Unscored
$6,490169,765 mi

Comparison: 12 similar vehicles

Webster, MA

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Webster, MA

Unscored
$6,990136,990 mi

Comparison: 9 similar vehicles

Webster, MA

2013 Nissan cube S

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

2013 Nissan cube S

Webster, MA

UnscoredInsufficient · 0
$6,99574,924 mi

Webster, MA

2016 Subaru Outback Premium

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

2016 Subaru Outback Premium

Webster, MA

UnscoredInsufficient · 3
$6,999155,286 mi

Comparison: 3 similar vehicles

Webster, MA

2015 Acura TLX Technology Package

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

2015 Acura TLX Technology Package

Webster, MA

Unscored
$7,490180,150 mi

Comparison: 16 similar vehicles

Webster, MA

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Webster, MA

Unscored
$7,490102,925 mi

Comparison: 5 similar vehicles

Webster, MA

2010 Lexus IS 250

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

2010 Lexus IS 250

Webster, MA

UnscoredInsufficient · 4
$7,490149,075 mi

Comparison: 4 similar vehicles

Webster, MA

2010 Honda Civic EX

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

2010 Honda Civic EX

Webster, MA

UnscoredInsufficient · 3
$7,999118,200 mi

Comparison: 3 similar vehicles

Webster, MA

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Webster, MA

Salvage title
$8,490109,430 mi

Webster, MA

2016 Ford Focus ST

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

2016 Ford Focus ST

Webster, MA

UnscoredInsufficient · 4
$8,490132,025 mi

Comparison: 4 similar vehicles

Webster, MA

2012 Toyota Highlander SE

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

2012 Toyota Highlander SE

Webster, MA

Unscored
$8,490158,275 mi

Comparison: 7 similar vehicles

Webster, MA

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Webster, MA

Unscored
$8,500159,566 mi

Comparison: 8 similar vehicles

Webster, MA

2005 GMC Savana

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

2005 GMC Savana

Webster, MA

UnscoredInsufficient · 0
$9,00097,976 mi

Webster, MA

2011 Subaru Forester X Premium Package

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

2011 Subaru Forester X Premium Package

Webster, MA

UnscoredInsufficient · 3
$9,35093,805 mi

Comparison: 3 similar vehicles

Webster, MA

2019 Kia FORTE FE

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

2019 Kia FORTE FE

Webster, MA

Salvage title
$9,49042,032 mi

Webster, MA

2016 Volvo XC60 T6

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

2016 Volvo XC60 T6

Webster, MA

Fair PriceModerate · 32
$9,490109,090 mi

Market: $9,195 – $11,287

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Webster, MA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Webster, MA

Unscored
$9,490113,815 mi

Comparison: 8 similar vehicles

Webster, MA

2012 Acura TSX Technology Package

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

2012 Acura TSX Technology Package

Webster, MA

Unscored
$9,490117,625 mi

Comparison: 8 similar vehicles

Webster, MA

2003 Toyota Sequoia Limited

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

2003 Toyota Sequoia Limited

Webster, MA

UnscoredInsufficient · 0
$9,550263,000 mi

Webster, 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

Webster, MA

Unscored
$9,999143,200 mi

Comparison: 17 similar vehicles

Webster, MA

2014 Jeep Wrangler Rubicon

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

2014 Jeep Wrangler Rubicon

Webster, MA

UnscoredInsufficient · 0
$9,99996,902 mi

Webster, MA

2013 BMW X1 28i

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

2013 BMW X1 28i

Webster, MA

Fair PriceModerate · 26
$9,99973,090 mi

Market: $4,997 – $13,990

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Webster, MA

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Webster, MA

Fair PriceRobust · 91
$10,181114,345 mi

Market: $8,199 – $16,798

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Webster, MA

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Webster, MA

Salvage title
$10,49022,593 mi

Webster, MA

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Webster, MA

Salvage title
$10,49050,540 mi

Webster, MA

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Webster, MA

Salvage title
$10,49023,275 mi

Webster, MA

2014 Mazda CX-5 Grand Touring

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

2014 Mazda CX-5 Grand Touring

Webster, MA

UnscoredInsufficient · 4
$10,490115,030 mi

Comparison: 4 similar vehicles

Webster, MA

2007 Lincoln Town Car Signature Limited

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

2007 Lincoln Town Car Signature Limited

Webster, MA

Salvage title
$10,49070,276 mi

Webster, MA

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Webster, MA

Unscored
$11,99997,197 mi

Comparison: 8 similar vehicles

Webster, MA

2016 Honda Civic LX

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

2016 Honda Civic LX

Webster, MA

Fair PriceLimited · 17
$12,490117,585 mi

Market: $9,595 – $15,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Webster, MA

2017 Jeep Wrangler Sport S

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

2017 Jeep Wrangler Sport S

Webster, MA

Fair PriceRobust · 55
$12,99976,898 mi

Market: $12,988 – $19,990

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Webster, MA

2013 Jeep Wrangler Sahara

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

2013 Jeep Wrangler Sahara

Webster, MA

Fair PriceLimited · 12
$12,999119,800 mi

Market: $8,295 – $20,000

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Webster, MA

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Webster, MA

Fair PriceModerate · 39
$13,49075,265 mi

Market: $8,495 – $20,099

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Webster, MA

2015 Honda Odyssey EX-L

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

2015 Honda Odyssey EX-L

Webster, MA

Unscored
$13,997140,360 mi

Comparison: 6 similar vehicles

Webster, MA

2019 RAM 2500 Pickup Big Horn

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

2019 RAM 2500 Pickup Big Horn

Webster, MA

Unscored
$13,999172,350 mi

Comparison: 9 similar vehicles

Webster, MA

2017 RAM 2500 Pickup Tradesman

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

2017 RAM 2500 Pickup Tradesman

Webster, MA

Unscored
$13,999149,901 mi

Comparison: 15 similar vehicles

Webster, MA

2018 Jeep All-New Wrangler Unlimited Sport

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

2018 Jeep All-New Wrangler Unlimited Sport

Webster, MA

UnscoredInsufficient · 4
$14,69998,600 mi

Comparison: 4 similar vehicles

Webster, 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 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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