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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

10,042 listings found

2008 Ford Escape Limited

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

2008 Ford Escape Limited

Brockton, MA

UnscoredInsufficient · 3
$2,950180,030 mi

Comparison: 3 similar vehicles

Brockton, MA

2008 Chevrolet Tahoe LS

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

2008 Chevrolet Tahoe LS

Middleborough, MA

UnscoredInsufficient · 0
$3,000258,102 mi

Middleborough, MA

2006 Ford Escape Hybrid

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

2006 Ford Escape Hybrid

Whitman, MA

UnscoredInsufficient · 0
$3,099189,096 mi

Whitman, MA

2005 Hyundai Tucson GLS

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

2005 Hyundai Tucson GLS

Brockton, MA

UnscoredInsufficient · 0
$3,70094,580 mi

Brockton, MA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Dartmouth, MA

UnscoredInsufficient · 3
$3,995221,597 mi

Comparison: 3 similar vehicles

Dartmouth, MA

2006 Jeep Liberty Renegade

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

2006 Jeep Liberty Renegade

Halifax, MA

UnscoredInsufficient · 0
$3,99588,044 mi

Halifax, MA

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Whitman, MA

UnscoredLimited · 14
$3,999141,870 mi

Comparison: 14 similar vehicles

Whitman, MA

2004 Honda Element EX

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

2004 Honda Element EX

Brockton, MA

UnscoredInsufficient · 4
$4,250175,635 mi

Comparison: 4 similar vehicles

Brockton, MA

2011 Jeep Compass Latitude

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

2011 Jeep Compass Latitude

Brockton, MA

UnscoredInsufficient · 3
$4,495107,121 mi

Comparison: 3 similar vehicles

Brockton, MA

2011 Subaru Forester X

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

2011 Subaru Forester X

Wareham, MA

UnscoredLimited · 8
$4,495170,342 mi

Comparison: 8 similar vehicles

Wareham, MA

2012 Nissan Rogue S

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

2012 Nissan Rogue S

New Bedford, MA

Salvage title
$4,500159,000 mi

New Bedford, MA

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Barnstable, MA

UnscoredInsufficient · 3
$4,500130,896 mi

Comparison: 3 similar vehicles

Barnstable, MA

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Brockton, MA

UnscoredLimited · 13
$4,800173,945 mi

Comparison: 13 similar vehicles

Brockton, MA

2005 Kia Sportage EX

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

2005 Kia Sportage EX

Whitman, MA

UnscoredInsufficient · 0
$4,80074,372 mi

Whitman, MA

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Brockton, MA

UnscoredLimited · 9
$4,850187,589 mi

Comparison: 9 similar vehicles

Brockton, MA

2005 Volvo XC90 Base

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

2005 Volvo XC90 Base

Brockton, MA

UnscoredInsufficient · 0
$4,900124,795 mi

Brockton, MA

2007 Volvo XC90 3.2

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

2007 Volvo XC90 3.2

Brockton, MA

UnscoredInsufficient · 0
$4,950107,400 mi

Brockton, MA

2006 Toyota Highlander Base

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

2006 Toyota Highlander Base

New Bedford, MA

UnscoredLimited · 6
$4,950183,475 mi

Comparison: 6 similar vehicles

New Bedford, MA

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Rockland, MA

UnscoredModerate · 37
$4,990184,694 mi

Comparison: 37 similar vehicles

Rockland, MA

2009 Jeep Grand Cherokee Laredo

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

2009 Jeep Grand Cherokee Laredo

Halifax, MA

UnscoredLimited · 9
$4,990165,102 mi

Comparison: 9 similar vehicles

Halifax, MA

2005 Jeep Liberty Sport

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

2005 Jeep Liberty Sport

Halifax, MA

UnscoredInsufficient · 0
$4,990139,497 mi

Halifax, MA

2015 Nissan JUKE SL

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

2015 Nissan JUKE SL

Fairhaven, MA

UnscoredInsufficient · 0
$4,995176,029 mi

Fairhaven, MA

2014 Nissan JUKE NISMO

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

2014 Nissan JUKE NISMO

Raynham, MA

UnscoredInsufficient · 0
$4,995149,200 mi

Raynham, MA

2011 Mazda CX-9 Touring

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

2011 Mazda CX-9 Touring

Rockland, MA

UnscoredLimited · 10
$4,995191,275 mi

Comparison: 10 similar vehicles

Rockland, MA

2009 Subaru Forester 2.5X Limited

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

2009 Subaru Forester 2.5X Limited

Whitman, MA

UnscoredLimited · 6
$4,995126,495 mi

Comparison: 6 similar vehicles

Whitman, MA

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Abington, MA

UnscoredLimited · 5
$4,995228,250 mi

Comparison: 5 similar vehicles

Abington, MA

2012 Jeep Compass Latitude

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

2012 Jeep Compass Latitude

Whitman, MA

Fair PriceLimited · 10
$4,999109,056 mi

Market: $2,995 – $6,912

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Whitman, MA

2012 Ford Edge SEL

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

2012 Ford Edge SEL

New Bedford, MA

UnscoredInsufficient · 4
$4,999159,170 mi

Comparison: 4 similar vehicles

New Bedford, MA

2012 Acura RDX Technology Package

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

2012 Acura RDX Technology Package

New Bedford, MA

UnscoredLimited · 6
$4,999180,840 mi

Comparison: 6 similar vehicles

New Bedford, MA

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

New Bedford, MA

UnscoredLimited · 5
$4,99981,190 mi

Comparison: 5 similar vehicles

New Bedford, MA

2008 Mercedes-Benz M-Class ML350

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

2008 Mercedes-Benz M-Class ML350

New Bedford, MA

UnscoredLimited · 9
$4,999116,550 mi

Comparison: 9 similar vehicles

New Bedford, MA

2010 Acura MDX Technology & Entertainment Package

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

2010 Acura MDX Technology & Entertainment Package

Bridgewater, MA

UnscoredInsufficient · 3
$5,240181,853 mi

Comparison: 3 similar vehicles

Bridgewater, MA

2011 Dodge Journey Mainstreet

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

2011 Dodge Journey Mainstreet

Sandwich, MA

UnscoredInsufficient · 0
$5,280196,264 mi

Sandwich, MA

2008 Hyundai Santa Fe Limited

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

2008 Hyundai Santa Fe Limited

Bridgewater, MA

UnscoredInsufficient · 4
$5,400104,915 mi

Comparison: 4 similar vehicles

Bridgewater, MA

2011 Toyota RAV4 Sport

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

2011 Toyota RAV4 Sport

Bridgewater, MA

UnscoredLimited · 9
$5,450191,290 mi

Comparison: 9 similar vehicles

Bridgewater, MA

2010 Land Rover LR4 Base

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

2010 Land Rover LR4 Base

Brockton, MA

UnscoredInsufficient · 0
$5,450168,320 mi

Brockton, MA

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Middleborough, MA

UnscoredLimited · 6
$5,495144,301 mi

Comparison: 6 similar vehicles

Middleborough, MA

No Photo

2016 Jeep Renegade Latitude

Whitman, MA

UnscoredInsufficient · 4
$5,495173,000 mi

Comparison: 4 similar vehicles

Whitman, MA

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Middleborough, MA

UnscoredLimited · 8
$5,495136,299 mi

Comparison: 8 similar vehicles

Middleborough, MA

No Photo

2011 Subaru Forester X

Whitman, MA

UnscoredLimited · 8
$5,495135,000 mi

Comparison: 8 similar vehicles

Whitman, 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

Abington, MA

UnscoredInsufficient · 3
$5,495178,016 mi

Comparison: 3 similar vehicles

Abington, MA

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Middleborough, MA

UnscoredLimited · 12
$5,495160,281 mi

Comparison: 12 similar vehicles

Middleborough, MA

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Whitman, MA

UnscoredLimited · 17
$5,500125,723 mi

Comparison: 17 similar vehicles

Whitman, MA

2014 Ford Escape SE

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

2014 Ford Escape SE

West Bridgewater, MA

UnscoredLimited · 12
$5,500150,730 mi

Comparison: 12 similar vehicles

West Bridgewater, MA

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Hanson, MA

UnscoredLimited · 16
$5,500137,887 mi

Comparison: 16 similar vehicles

Hanson, MA

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

New Bedford, MA

UnscoredLimited · 16
$5,500193,753 mi

Comparison: 16 similar vehicles

New Bedford, MA

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Whitman, MA

UnscoredLimited · 5
$5,50069,317 mi

Comparison: 5 similar vehicles

Whitman, MA

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Hanson, MA

UnscoredInsufficient · 3
$5,500121,000 mi

Comparison: 3 similar vehicles

Hanson, MA

2010 Jeep Grand Cherokee Laredo

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

2010 Jeep Grand Cherokee Laredo

Halifax, MA

UnscoredLimited · 15
$5,500123,497 mi

Comparison: 15 similar vehicles

Halifax, MA

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Dartmouth, MA

UnscoredLimited · 6
$5,500130,250 mi

Comparison: 6 similar vehicles

Dartmouth, 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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