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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 7, 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

1,176 listings found

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Lawrence, MA

Unscored
$4,500160,309 mi

Comparison: 5 similar vehicles

Lawrence, MA

2008 Honda Civic EX

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

2008 Honda Civic EX

Lawrence, MA

Unscored
$4,600194,826 mi

Comparison: 12 similar vehicles

Lawrence, MA

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Lawrence, MA

UnscoredInsufficient · 4
$4,800123,335 mi

Comparison: 4 similar vehicles

Lawrence, MA

2015 Honda Pilot EX-L

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

2015 Honda Pilot EX-L

Lawrence, MA

Unscored
$4,900203,494 mi

Comparison: 11 similar vehicles

Lawrence, MA

2014 Ford Escape SE

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

2014 Ford Escape SE

Lawrence, MA

Unscored
$4,990137,334 mi

Comparison: 16 similar vehicles

Lawrence, MA

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Lawrence, MA

Unscored
$4,995171,190 mi

Comparison: 14 similar vehicles

Lawrence, MA

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Lawrence, MA

UnscoredInsufficient · 4
$4,999110,375 mi

Comparison: 4 similar vehicles

Lawrence, MA

2005 Honda CR-V LX

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

2005 Honda CR-V LX

Lawrence, MA

Unscored
$5,450139,284 mi

Comparison: 7 similar vehicles

Lawrence, MA

2016 Subaru Impreza Base

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

2016 Subaru Impreza Base

Lawrence, MA

Unscored
$5,495185,252 mi

Comparison: 11 similar vehicles

Lawrence, MA

2012 Honda Civic LX

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

2012 Honda Civic LX

Lawrence, MA

Unscored
$5,600169,871 mi

Comparison: 15 similar vehicles

Lawrence, MA

2008 Honda CR-V EX-L

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

2008 Honda CR-V EX-L

Lawrence, MA

Unscored
$5,700177,000 mi

Comparison: 18 similar vehicles

Lawrence, MA

2012 Honda CR-V LX

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

2012 Honda CR-V LX

Lawrence, MA

Unscored
$5,750196,000 mi

Comparison: 9 similar vehicles

Lawrence, MA

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Lawrence, MA

Unscored
$5,799159,995 mi

Comparison: 8 similar vehicles

Lawrence, MA

2014 Kia Sorento SX

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

2014 Kia Sorento SX

Lawrence, MA

UnscoredInsufficient · 0
$5,900156,458 mi

Lawrence, MA

2013 Kia Optima LX

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

2013 Kia Optima LX

Lawrence, MA

Unscored
$5,90097,907 mi

Comparison: 9 similar vehicles

Lawrence, MA

2011 Acura MDX Technology Package

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

2011 Acura MDX Technology Package

Lawrence, MA

Unscored
$5,900147,122 mi

Comparison: 9 similar vehicles

Lawrence, MA

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Lawrence, MA

Unscored
$5,995153,281 mi

Comparison: 35 similar vehicles

Lawrence, MA

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Lawrence, MA

Unscored
$6,299171,180 mi

Comparison: 19 similar vehicles

Lawrence, MA

2016 Ford Escape SE

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

2016 Ford Escape SE

Lawrence, MA

Unscored
$6,490141,057 mi

Comparison: 8 similar vehicles

Lawrence, MA

2012 Honda Accord SE

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

2012 Honda Accord SE

Lawrence, MA

Unscored
$6,499183,326 mi

Comparison: 11 similar vehicles

Lawrence, MA

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Lawrence, MA

Unscored
$6,900167,624 mi

Comparison: 8 similar vehicles

Lawrence, MA

2017 Hyundai Tucson Sport

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

2017 Hyundai Tucson Sport

Lawrence, MA

Unscored
$6,900175,717 mi

Comparison: 7 similar vehicles

Lawrence, MA

2012 Honda Accord LX

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

2012 Honda Accord LX

Lawrence, MA

Unscored
$6,900151,569 mi

Comparison: 24 similar vehicles

Lawrence, MA

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Lawrence, MA

Unscored
$6,995126,136 mi

Comparison: 9 similar vehicles

Lawrence, MA

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Lawrence, MA

Unscored
$6,995146,536 mi

Comparison: 11 similar vehicles

Lawrence, MA

2008 Toyota Corolla LE

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

2008 Toyota Corolla LE

Lawrence, MA

UnscoredInsufficient · 3
$6,995109,950 mi

Comparison: 3 similar vehicles

Lawrence, MA

2017 Lincoln MKC Premiere

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

2017 Lincoln MKC Premiere

Lawrence, MA

Unscored
$6,999160,000 mi

Comparison: 7 similar vehicles

Lawrence, MA

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Lawrence, MA

Unscored
$6,999139,000 mi

Comparison: 13 similar vehicles

Lawrence, MA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Lawrence, MA

UnscoredInsufficient · 0
$6,99950,000 mi

Lawrence, MA

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Lawrence, MA

Unscored
$7,000165,000 mi

Comparison: 15 similar vehicles

Lawrence, MA

2015 Honda Accord Sport

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

2015 Honda Accord Sport

Lawrence, MA

Unscored
$7,099224,349 mi

Comparison: 6 similar vehicles

Lawrence, MA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Lawrence, MA

Unscored
$7,300144,196 mi

Comparison: 10 similar vehicles

Lawrence, MA

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Lawrence, MA

UnscoredInsufficient · 4
$7,399177,877 mi

Comparison: 4 similar vehicles

Lawrence, MA

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Lawrence, MA

Unscored
$7,400140,832 mi

Comparison: 6 similar vehicles

Lawrence, MA

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Lawrence, MA

Unscored
$7,490160,084 mi

Comparison: 15 similar vehicles

Lawrence, MA

2016 Subaru Legacy 2.5i Premium

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

2016 Subaru Legacy 2.5i Premium

Lawrence, MA

UnscoredInsufficient · 4
$7,495163,065 mi

Comparison: 4 similar vehicles

Lawrence, MA

2016 Subaru Impreza Base

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

2016 Subaru Impreza Base

Lawrence, MA

Unscored
$7,495155,580 mi

Comparison: 11 similar vehicles

Lawrence, MA

2011 Honda Civic LX

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

2011 Honda Civic LX

Lawrence, MA

UnscoredInsufficient · 4
$7,495147,208 mi

Comparison: 4 similar vehicles

Lawrence, MA

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Lawrence, MA

Unscored
$7,499154,073 mi

Comparison: 18 similar vehicles

Lawrence, MA

2014 Honda Odyssey EX

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

2014 Honda Odyssey EX

Lawrence, MA

UnscoredInsufficient · 4
$7,500167,000 mi

Comparison: 4 similar vehicles

Lawrence, MA

2012 Acura TL Technology Package

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

2012 Acura TL Technology Package

Lawrence, MA

Unscored
$7,500101,402 mi

Comparison: 6 similar vehicles

Lawrence, MA

2014 Kia Sorento EX

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

2014 Kia Sorento EX

Lawrence, MA

UnscoredInsufficient · 4
$7,800108,871 mi

Comparison: 4 similar vehicles

Lawrence, MA

2017 Hyundai Sonata Limited

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

2017 Hyundai Sonata Limited

Lawrence, MA

Unscored
$7,900152,862 mi

Comparison: 7 similar vehicles

Lawrence, MA

2016 Honda CR-V LX

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

2016 Honda CR-V LX

Lawrence, MA

Unscored
$7,900185,100 mi

Comparison: 16 similar vehicles

Lawrence, MA

2014 Honda CR-V EX-L

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

2014 Honda CR-V EX-L

Lawrence, MA

Unscored
$7,900185,123 mi

Comparison: 84 similar vehicles

Lawrence, MA

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Lawrence, MA

UnscoredInsufficient · 3
$7,900205,372 mi

Comparison: 3 similar vehicles

Lawrence, MA

2013 BMW 5 Series 535i

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

2013 BMW 5 Series 535i

Lawrence, MA

Unscored
$7,900170,703 mi

Comparison: 15 similar vehicles

Lawrence, MA

2012 Honda Civic EX

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

2012 Honda Civic EX

Lawrence, MA

Unscored
$7,900170,195 mi

Comparison: 11 similar vehicles

Lawrence, MA

2012 Honda CR-V EX

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

2012 Honda CR-V EX

Lawrence, MA

Unscored
$7,900186,741 mi

Comparison: 35 similar vehicles

Lawrence, MA

2012 Toyota RAV4 Base

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

2012 Toyota RAV4 Base

Lawrence, MA

Unscored
$7,900181,013 mi

Comparison: 12 similar vehicles

Lawrence, 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 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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