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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 5, 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

5,288 listings found

2005 Toyota Sienna LE

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

2005 Toyota Sienna LE

Newton, MA

Unscored
$2,995234,508 mi

Comparison: 8 similar vehicles

Newton, MA

2009 Toyota Sienna CE

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

2009 Toyota Sienna CE

Newton, MA

UnscoredInsufficient · 3
$5,200196,911 mi

Comparison: 3 similar vehicles

Newton, MA

2003 Toyota Corolla CE

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

2003 Toyota Corolla CE

Newton, MA

Unscored
$5,250155,775 mi

Comparison: 6 similar vehicles

Newton, MA

2011 Honda Fit Base

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

2011 Honda Fit Base

Newton, MA

Unscored
$5,395160,653 mi

Comparison: 5 similar vehicles

Newton, MA

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Newton, MA

UnscoredInsufficient · 3
$5,45089,544 mi

Comparison: 3 similar vehicles

Newton, MA

2012 Toyota Prius c Two

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

2012 Toyota Prius c Two

Newton, MA

Unscored
$5,895153,546 mi

Comparison: 5 similar vehicles

Newton, MA

2008 Honda Odyssey EX-L

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

2008 Honda Odyssey EX-L

Newton, MA

Fair PriceLimited · 18
$6,295113,143 mi

Market: $2,900 – $6,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Newton, MA

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Newton, MA

Unscored
$6,495175,678 mi

Comparison: 9 similar vehicles

Newton, MA

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Newton, MA

UnscoredInsufficient · 3
$6,49579,295 mi

Comparison: 3 similar vehicles

Newton, MA

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Newton, MA

Unscored
$6,500403,600 mi

Comparison: 5 similar vehicles

Newton, MA

2009 Honda Civic EX

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

2009 Honda Civic EX

Newton, MA

Unscored
$6,555125,656 mi

Comparison: 5 similar vehicles

Newton, MA

2006 Honda Civic EX

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

2006 Honda Civic EX

Newton, MA

Unscored
$7,000120,181 mi

Comparison: 12 similar vehicles

Newton, MA

2013 Toyota Yaris L

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

2013 Toyota Yaris L

Newton, MA

UnscoredInsufficient · 0
$7,095113,350 mi

Newton, MA

2010 Honda Civic LX

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

2010 Honda Civic LX

Newton, MA

Fair PriceLimited · 12
$7,295111,961 mi

Market: $3,999 – $9,390

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Newton, MA

2010 Toyota Prius IV

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

2010 Toyota Prius IV

Newton, MA

Unscored
$7,345125,219 mi

Comparison: 7 similar vehicles

Newton, MA

2015 Toyota Prius v Three

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

2015 Toyota Prius v Three

Newton, MA

UnscoredInsufficient · 3
$7,350215,965 mi

Comparison: 3 similar vehicles

Newton, MA

2012 Volvo S60 T6

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

2012 Volvo S60 T6

Newton, MA

UnscoredInsufficient · 3
$7,45087,394 mi

Comparison: 3 similar vehicles

Newton, MA

2010 Volvo XC60 T6

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

2010 Volvo XC60 T6

Newton, MA

Unscored
$7,45082,127 mi

Comparison: 7 similar vehicles

Newton, MA

2009 Honda Civic LX

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

2009 Honda Civic LX

Newton, MA

UnscoredInsufficient · 3
$7,49583,148 mi

Comparison: 3 similar vehicles

Newton, MA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Newton, MA

Fair PriceLimited · 17
$7,63496,296 mi

Market: $4,490 – $10,351

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Newton, MA

2010 Toyota Highlander Base

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

2010 Toyota Highlander Base

Newton, MA

Unscored
$7,675149,080 mi

Comparison: 6 similar vehicles

Newton, MA

2018 Kia Soul +

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

2018 Kia Soul +

Newton, MA

Unscored
$7,75077,572 mi

Comparison: 5 similar vehicles

Newton, MA

2013 Toyota Prius Plug-In Base

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

2013 Toyota Prius Plug-In Base

Newton, MA

Unscored
$7,795139,690 mi

Comparison: 6 similar vehicles

Newton, MA

2014 Toyota Corolla S Plus

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

2014 Toyota Corolla S Plus

Newton, MA

UnscoredInsufficient · 4
$7,950161,746 mi

Comparison: 4 similar vehicles

Newton, MA

2013 Subaru Legacy I Limited

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

2013 Subaru Legacy I Limited

Newton, MA

UnscoredInsufficient · 4
$7,95089,209 mi

Comparison: 4 similar vehicles

Newton, MA

2011 Honda CR-V SE

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

2011 Honda CR-V SE

Newton, MA

Unscored
$7,950138,869 mi

Comparison: 9 similar vehicles

Newton, MA

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Newton, MA

Unscored
$7,995122,336 mi

Comparison: 23 similar vehicles

Newton, MA

2014 Mazda MAZDA5 Touring

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

2014 Mazda MAZDA5 Touring

Newton, MA

UnscoredInsufficient · 0
$7,99577,525 mi

Newton, MA

2012 Honda Accord SE

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

2012 Honda Accord SE

Newton, MA

Unscored
$7,995144,663 mi

Comparison: 11 similar vehicles

Newton, MA

2017 Volvo S60 T5 Dynamic

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

2017 Volvo S60 T5 Dynamic

Newton, MA

Unscored
$8,000122,072 mi

Comparison: 31 similar vehicles

Newton, MA

2010 Honda Fit Base

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

2010 Honda Fit Base

Newton, MA

Unscored
$8,09486,948 mi

Comparison: 5 similar vehicles

Newton, MA

2016 Volvo S80 Base

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

2016 Volvo S80 Base

Newton, MA

UnscoredInsufficient · 0
$8,095116,692 mi

Newton, MA

2013 Honda Civic EX

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

2013 Honda Civic EX

Newton, MA

Unscored
$8,195125,324 mi

Comparison: 8 similar vehicles

Newton, MA

2013 Volvo S60 T5

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

2013 Volvo S60 T5

Newton, MA

Unscored
$8,22075,285 mi

Comparison: 9 similar vehicles

Newton, MA

2011 Toyota Sienna LE

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

2011 Toyota Sienna LE

Newton, MA

Unscored
$8,255169,246 mi

Comparison: 21 similar vehicles

Newton, MA

2015 Toyota Sienna L

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

2015 Toyota Sienna L

Newton, MA

UnscoredInsufficient · 0
$8,295181,276 mi

Newton, MA

2014 Toyota Prius c Two

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

2014 Toyota Prius c Two

Newton, MA

UnscoredInsufficient · 4
$8,295117,626 mi

Comparison: 4 similar vehicles

Newton, MA

2012 Nissan Maxima S

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

2012 Nissan Maxima S

Newton, MA

UnscoredInsufficient · 0
$8,45058,128 mi

Newton, MA

2009 Honda Odyssey EX

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

2009 Honda Odyssey EX

Newton, MA

UnscoredInsufficient · 3
$8,45072,054 mi

Comparison: 3 similar vehicles

Newton, MA

2008 Lexus RX 350

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

2008 Lexus RX 350

Newton, MA

UnscoredInsufficient · 3
$8,450122,568 mi

Comparison: 3 similar vehicles

Newton, MA

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Newton, MA

Unscored
$8,495142,246 mi

Comparison: 14 similar vehicles

Newton, MA

2013 Toyota Prius c Two

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

2013 Toyota Prius c Two

Newton, MA

UnscoredInsufficient · 3
$8,495117,838 mi

Comparison: 3 similar vehicles

Newton, MA

2013 MINI Countryman S

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

2013 MINI Countryman S

Newton, MA

UnscoredInsufficient · 3
$8,49571,603 mi

Comparison: 3 similar vehicles

Newton, MA

2007 Lexus ES 350

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

2007 Lexus ES 350

Newton, MA

Unscored
$8,500133,697 mi

Comparison: 9 similar vehicles

Newton, MA

2007 Lexus ES 350

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

2007 Lexus ES 350

Newton, MA

Unscored
$8,500133,699 mi

Comparison: 8 similar vehicles

Newton, MA

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Newton, MA

Unscored
$8,50583,210 mi

Comparison: 6 similar vehicles

Newton, MA

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Newton, MA

Unscored
$8,595121,935 mi

Comparison: 5 similar vehicles

Newton, MA

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Newton, MA

Unscored
$8,66473,179 mi

Comparison: 5 similar vehicles

Newton, MA

2013 Honda Insight LX

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

2013 Honda Insight LX

Newton, MA

UnscoredInsufficient · 0
$8,79575,528 mi

Newton, MA

2015 Subaru WRX Premium

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

2015 Subaru WRX Premium

Newton, MA

Unscored
$8,995151,125 mi

Comparison: 11 similar vehicles

Newton, 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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