Skip to main content
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 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 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

50,000+ listings found(add a location or filter to narrow results)

1987 Suzuki

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

1987 Suzuki

Auburn, NH

UnscoredInsufficient · 0
$1,49511,858 mi

Auburn, NH

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Auburn, MA

UnscoredLimited · 6
$1,500168,450 mi

Comparison: 6 similar vehicles

Auburn, MA

2008 Lincoln Navigator Luxury

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

2008 Lincoln Navigator Luxury

Derry, NH

UnscoredInsufficient · 0
$1,500161,505 mi

Derry, NH

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Salem, MA

UnscoredLimited · 10
$1,69994,745 mi

Comparison: 10 similar vehicles

Salem, MA

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Brockton, MA

UnscoredLimited · 15
$1,750245,000 mi

Comparison: 15 similar vehicles

Brockton, MA

2012 Chevrolet Impala 1FL

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

2012 Chevrolet Impala 1FL

Brimfield, MA

UnscoredInsufficient · 0
$1,795Mileage not verified

Brimfield, MA

2004 Toyota Corolla

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

2004 Toyota Corolla

Worcester, MA

UnscoredInsufficient · 0
$1,950Mileage not verified

Worcester, MA

2003 Honda Accord EX

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

2003 Honda Accord EX

Worcester, MA

UnscoredLimited · 9
$1,950239,496 mi

Comparison: 9 similar vehicles

Worcester, MA

2006 Chevrolet Cobalt LT

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

2006 Chevrolet Cobalt LT

Brockton, MA

UnscoredInsufficient · 0
$1,990182,537 mi

Brockton, MA

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Brockton, MA

UnscoredLimited · 8
$1,990256,595 mi

Comparison: 8 similar vehicles

Brockton, MA

2012 Mazda Mazda2 Touring

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

2012 Mazda Mazda2 Touring

Manchester, NH

UnscoredInsufficient · 0
$1,995187,455 mi

Manchester, NH

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Brimfield, MA

UnscoredModerate · 37
$1,995296,747 mi

Comparison: 37 similar vehicles

Brimfield, MA

2000 Honda CR-V LX

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

2000 Honda CR-V LX

Worcester, MA

UnscoredInsufficient · 0
$1,995272,000 mi

Worcester, MA

2000 Honda Accord LX

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

2000 Honda Accord LX

Manchester, NH

UnscoredInsufficient · 0
$1,995127,000 mi

Manchester, NH

1987 Cadillac DeVille

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

1987 Cadillac DeVille

Auburn, NH

UnscoredInsufficient · 0
$1,99558,118 mi

Auburn, NH

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Methuen, MA

UnscoredLimited · 5
$2,000326,197 mi

Comparison: 5 similar vehicles

Methuen, MA

2010 Subaru Forester X Limited

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

2010 Subaru Forester X Limited

Southborough, MA

UnscoredInsufficient · 4
$2,000288,276 mi

Comparison: 4 similar vehicles

Southborough, MA

2007 Nissan Altima S

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

2007 Nissan Altima S

East Providence, RI

UnscoredLimited · 12
$2,000142,000 mi

Comparison: 12 similar vehicles

East Providence, RI

2006 Chevrolet Express Cargo Work

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

2006 Chevrolet Express Cargo Work

Brimfield, MA

UnscoredInsufficient · 3
$2,000274,422 mi

Comparison: 3 similar vehicles

Brimfield, MA

2007 Ford Econoline Van Commercial

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

2007 Ford Econoline Van Commercial

Salem, NH

UnscoredLimited · 7
$2,100186,634 mi

Comparison: 7 similar vehicles

Salem, NH

2005 Saturn ION 1

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

2005 Saturn ION 1

Brockton, MA

UnscoredInsufficient · 0
$2,150163,880 mi

Brockton, MA

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Haverhill, MA

UnscoredLimited · 19
$2,200203,000 mi

Comparison: 19 similar vehicles

Haverhill, MA

2010 Chevrolet Traverse 1LT

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

2010 Chevrolet Traverse 1LT

Manchester, NH

UnscoredLimited · 8
$2,200149,850 mi

Comparison: 8 similar vehicles

Manchester, NH

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Haverhill, MA

UnscoredLimited · 5
$2,200111,711 mi

Comparison: 5 similar vehicles

Haverhill, MA

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Manchester, NH

UnscoredLimited · 5
$2,200225,949 mi

Comparison: 5 similar vehicles

Manchester, NH

2003 Chevrolet Tahoe LS

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

2003 Chevrolet Tahoe LS

Haverhill, MA

UnscoredInsufficient · 3
$2,200132,386 mi

Comparison: 3 similar vehicles

Haverhill, MA

2007 Saturn Aura XE

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

2007 Saturn Aura XE

Sturbridge, MA

UnscoredLimited · 6
$2,250113,528 mi

Comparison: 6 similar vehicles

Sturbridge, MA

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

2007 Hyundai Santa Fe Limited

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

2007 Hyundai Santa Fe Limited

Hooksett, NH

UnscoredInsufficient · 0
$2,295181,188 mi

Hooksett, NH

2006 Honda Accord SE

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

2006 Honda Accord SE

Hooksett, NH

UnscoredInsufficient · 4
$2,295193,512 mi

Comparison: 4 similar vehicles

Hooksett, NH

2007 Hyundai Accent GLS

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

2007 Hyundai Accent GLS

Hooksett, NH

UnscoredInsufficient · 0
$2,398119,938 mi

Hooksett, NH

2012 Nissan Altima S

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

2012 Nissan Altima S

Manchester, NH

UnscoredLimited · 7
$2,400146,607 mi

Comparison: 7 similar vehicles

Manchester, NH

2011 Ford Focus SES

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

2011 Ford Focus SES

Southborough, MA

UnscoredInsufficient · 0
$2,427237,000 mi

Southborough, MA

2008 Toyota Yaris Base

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

2008 Toyota Yaris Base

Attleboro, MA

UnscoredInsufficient · 4
$2,450216,000 mi

Comparison: 4 similar vehicles

Attleboro, MA

2003 GMC Safari Base

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

2003 GMC Safari Base

Attleboro, MA

UnscoredInsufficient · 0
$2,450197,000 mi

Attleboro, MA

2008 Hyundai Accent GS

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

2008 Hyundai Accent GS

Brockton, MA

UnscoredInsufficient · 0
$2,490118,944 mi

Brockton, MA

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Brockton, MA

UnscoredLimited · 5
$2,490239,650 mi

Comparison: 5 similar vehicles

Brockton, MA

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Hooksett, NH

UnscoredInsufficient · 4
$2,495205,847 mi

Comparison: 4 similar vehicles

Hooksett, NH

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Derry, NH

UnscoredInsufficient · 4
$2,495178,661 mi

Comparison: 4 similar vehicles

Derry, NH

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Brockton, MA

UnscoredLimited · 9
$2,495224,750 mi

Comparison: 9 similar vehicles

Brockton, MA

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Derry, NH

UnscoredInsufficient · 3
$2,495149,876 mi

Comparison: 3 similar vehicles

Derry, NH

2007 Honda Fit Base

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

2007 Honda Fit Base

Auburn, MA

UnscoredLimited · 5
$2,495157,000 mi

Comparison: 5 similar vehicles

Auburn, MA

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Hooksett, NH

UnscoredLimited · 14
$2,495203,959 mi

Comparison: 14 similar vehicles

Hooksett, NH

2004 Honda CR-V EX

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

2004 Honda CR-V EX

Haverhill, MA

UnscoredInsufficient · 4
$2,495270,000 mi

Comparison: 4 similar vehicles

Haverhill, MA

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Worcester, MA

UnscoredInsufficient · 4
$2,499144,509 mi

Comparison: 4 similar vehicles

Worcester, MA

2008 Nissan Altima S

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

2008 Nissan Altima S

Worcester, MA

UnscoredInsufficient · 3
$2,499145,460 mi

Comparison: 3 similar vehicles

Worcester, MA

2016 Ford Focus SE

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

2016 Ford Focus SE

Salem, MA

UnscoredRobust · 58
$2,500162,805 mi

Comparison: 58 similar vehicles

Salem, MA

2013 Subaru Outback Premium

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

2013 Subaru Outback Premium

Beverly, MA

UnscoredModerate · 24
$2,500173,730 mi

Comparison: 24 similar vehicles

Beverly, MA

2011 Chevrolet Malibu 1LS

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

2011 Chevrolet Malibu 1LS

Manchester, NH

UnscoredInsufficient · 0
$2,500287,000 mi

Manchester, NH

2011 Hyundai Sonata Limited

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

2011 Hyundai Sonata Limited

Worcester, MA

UnscoredInsufficient · 3
$2,500203,110 mi

Comparison: 3 similar vehicles

Worcester, 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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.