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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 13, 2026

7.2M+

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

38 listings found

2006 Honda Civic LX

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

2006 Honda Civic LX

Galloway, OH

Unscored
$1,100262,048 mi

Comparison: 19 similar vehicles

Galloway, OH

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Galloway, OH

Unscored
$1,800174,480 mi

Comparison: 7 similar vehicles

Galloway, OH

2007 Honda Civic EX

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

2007 Honda Civic EX

Galloway, OH

Unscored
$1,850305,898 mi

Comparison: 5 similar vehicles

Galloway, OH

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Galloway, OH

Unscored
$2,000262,518 mi

Comparison: 10 similar vehicles

Galloway, OH

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Galloway, OH

UnscoredInsufficient · 4
$2,500173,000 mi

Comparison: 4 similar vehicles

Galloway, OH

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Galloway, OH

Unscored
$2,600165,322 mi

Comparison: 18 similar vehicles

Galloway, OH

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Galloway, OH

Unscored
$3,000162,538 mi

Comparison: 7 similar vehicles

Galloway, OH

2012 Mercedes-Benz C-Class C250 Sport

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

2012 Mercedes-Benz C-Class C250 Sport

Galloway, OH

Unscored
$3,000119,762 mi

Comparison: 5 similar vehicles

Galloway, OH

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Galloway, OH

Unscored
$3,000183,083 mi

Comparison: 10 similar vehicles

Galloway, OH

2014 Hyundai Veloster Base

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

2014 Hyundai Veloster Base

Galloway, OH

Unscored
$3,200110,552 mi

Comparison: 10 similar vehicles

Galloway, OH

2011 Ford Mustang V6

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

2011 Ford Mustang V6

Galloway, OH

Unscored
$3,200185,542 mi

Comparison: 8 similar vehicles

Galloway, OH

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

Galloway, OH

Unscored
$3,300185,100 mi

Comparison: 16 similar vehicles

Galloway, OH

2015 Honda Civic LX

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

2015 Honda Civic LX

Galloway, OH

Unscored
$3,500187,349 mi

Comparison: 21 similar vehicles

Galloway, OH

2009 Toyota Corolla Base

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

2009 Toyota Corolla Base

Galloway, OH

Unscored
$3,600190,326 mi

Comparison: 9 similar vehicles

Galloway, OH

2012 Toyota Corolla LE

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

2012 Toyota Corolla LE

Galloway, OH

Unscored
$3,700201,104 mi

Comparison: 7 similar vehicles

Galloway, OH

2019 Volkswagen Tiguan S

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

2019 Volkswagen Tiguan S

Galloway, OH

Unscored
$4,000120,937 mi

Comparison: 21 similar vehicles

Galloway, OH

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Galloway, OH

Unscored
$4,000207,909 mi

Comparison: 10 similar vehicles

Galloway, OH

2015 Kia Soul +

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

2015 Kia Soul +

Galloway, OH

Unscored
$4,000114,460 mi

Comparison: 59 similar vehicles

Galloway, OH

2010 Honda Civic VP

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

2010 Honda Civic VP

Galloway, OH

UnscoredInsufficient · 0
$4,000267,503 mi

Galloway, OH

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Galloway, OH

Unscored
$4,200159,633 mi

Comparison: 16 similar vehicles

Galloway, OH

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Galloway, OH

Unscored
$4,500131,967 mi

Comparison: 16 similar vehicles

Galloway, OH

2013 Mercedes-Benz C-Class C300 Luxury

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

2013 Mercedes-Benz C-Class C300 Luxury

Galloway, OH

UnscoredInsufficient · 3
$4,90075,265 mi

Comparison: 3 similar vehicles

Galloway, OH

2016 Honda Civic LX

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

2016 Honda Civic LX

Galloway, OH

Unscored
$5,500170,573 mi

Comparison: 12 similar vehicles

Galloway, OH

2017 Honda HR-V EX-L

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

2017 Honda HR-V EX-L

Galloway, OH

Unscored
$6,500142,825 mi

Comparison: 11 similar vehicles

Galloway, OH

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

Galloway, OH

Unscored
$6,500110,705 mi

Comparison: 9 similar vehicles

Galloway, OH

2015 Mercedes-Benz M-Class ML350

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

2015 Mercedes-Benz M-Class ML350

Galloway, OH

Unscored
$7,000161,588 mi

Comparison: 37 similar vehicles

Galloway, OH

2012 Jeep Wrangler Unlimited Sport

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

2012 Jeep Wrangler Unlimited Sport

Galloway, OH

Unscored
$9,000154,946 mi

Comparison: 10 similar vehicles

Galloway, OH

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Galloway, OH

Unscored
$9,500109,350 mi

Comparison: 6 similar vehicles

Galloway, OH

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Galloway, OH

Unscored
$9,500156,555 mi

Comparison: 29 similar vehicles

Galloway, OH

2000 Honda S1999 Base

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

2000 Honda S1999 Base

Galloway, OH

UnscoredInsufficient · 3
$10,000110,087 mi

Comparison: 3 similar vehicles

Galloway, OH

2013 Toyota 4Runner SR5

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

2013 Toyota 4Runner SR5

Galloway, OH

Unscored
$11,000229,717 mi

Comparison: 16 similar vehicles

Galloway, OH

2020 Honda Accord EX-L

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

2020 Honda Accord EX-L

Galloway, OH

Unscored
$12,500174,559 mi

Comparison: 11 similar vehicles

Galloway, OH

2018 Toyota Camry LE

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

2018 Toyota Camry LE

Galloway, OH

Fair PriceLimited · 18
$13,650111,342 mi

Market: $9,500 – $19,443

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 204 days listed (based on current market benchmarks)

Galloway, OH

2012 Toyota 4Runner Limited

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

2012 Toyota 4Runner Limited

Galloway, OH

UnscoredInsufficient · 3
$14,000192,020 mi

Comparison: 3 similar vehicles

Galloway, OH

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Galloway, OH

Unscored
$21,00033,439 mi

Comparison: 6 similar vehicles

Galloway, OH

2022 Toyota Camry SE Nightshade

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

2022 Toyota Camry SE Nightshade

Galloway, OH

Unscored
$22,00097,371 mi

Comparison: 5 similar vehicles

Galloway, OH

2020 Chevrolet Corvette 3LT

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

2020 Chevrolet Corvette 3LT

Galloway, OH

Unscored
$25,00017,058 mi

Comparison: 15 similar vehicles

Galloway, OH

2024 Toyota Tundra SR5

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

2024 Toyota Tundra SR5

Galloway, OH

Unscored
$31,00011,890 mi

Comparison: 5 similar vehicles

Galloway, OH

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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