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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

562 listings found

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

Belmont, NH

UnscoredLimited · 19
$2,495289,587 mi

Comparison: 19 similar vehicles

Belmont, NH

2012 Mazda MAZDA6 i Touring

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

2012 Mazda MAZDA6 i Touring

Belmont, NH

UnscoredLimited · 6
$2,495231,886 mi

Comparison: 6 similar vehicles

Belmont, NH

2010 Nissan Altima S

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

2010 Nissan Altima S

Belmont, NH

UnscoredLimited · 16
$2,495207,629 mi

Comparison: 16 similar vehicles

Belmont, NH

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Belmont, NH

UnscoredInsufficient · 0
$2,495191,565 mi

Belmont, NH

2009 Honda Civic LX

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

2009 Honda Civic LX

Tilton, NH

UnscoredModerate · 27
$2,900274,280 mi

Comparison: 27 similar vehicles

Tilton, NH

2007 Honda Accord EX

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

2007 Honda Accord EX

Tilton, NH

UnscoredLimited · 8
$2,900202,167 mi

Comparison: 8 similar vehicles

Tilton, NH

2011 Mazda MAZDA3 i Sport

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

2011 Mazda MAZDA3 i Sport

Belmont, NH

UnscoredLimited · 7
$2,995188,160 mi

Comparison: 7 similar vehicles

Belmont, NH

No Photo

2011 BMW 3 Series 328i

Tilton, NH

UnscoredRobust · 53
$3,500145,193 mi

Comparison: 53 similar vehicles

Tilton, NH

2009 Subaru Legacy I Special Edition

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

2009 Subaru Legacy I Special Edition

Rutland, VT

UnscoredInsufficient · 3
$3,995147,505 mi

Comparison: 3 similar vehicles

Rutland, VT

2002 Honda Accord EX

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

2002 Honda Accord EX

Rutland, VT

UnscoredInsufficient · 0
$3,995164,272 mi

Rutland, VT

2015 Nissan Altima S

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

2015 Nissan Altima S

Rutland, VT

UnscoredRobust · 83
$4,222200,947 mi

Comparison: 83 similar vehicles

Rutland, VT

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

Tilton, NH

UnscoredLimited · 7
$4,700149,380 mi

Comparison: 7 similar vehicles

Tilton, NH

2008 Ford Focus SE

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

2008 Ford Focus SE

Pittsford, VT

UnscoredLimited · 6
$4,950101,500 mi

Comparison: 6 similar vehicles

Pittsford, VT

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Rutland, VT

UnscoredModerate · 22
$4,995134,701 mi

Comparison: 22 similar vehicles

Rutland, VT

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Rutland, VT

UnscoredLimited · 6
$4,995131,129 mi

Comparison: 6 similar vehicles

Rutland, VT

2012 Volvo S80 T6

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

2012 Volvo S80 T6

Rutland, VT

UnscoredInsufficient · 3
$4,995172,189 mi

Comparison: 3 similar vehicles

Rutland, VT

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Rutland, VT

UnscoredLimited · 5
$4,99596,243 mi

Comparison: 5 similar vehicles

Rutland, VT

2009 Cadillac DTS 1SC

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

2009 Cadillac DTS 1SC

Pittsford, VT

UnscoredInsufficient · 3
$4,995153,900 mi

Comparison: 3 similar vehicles

Pittsford, VT

2008 Nissan Altima S

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

2008 Nissan Altima S

Rutland, VT

UnscoredLimited · 6
$4,99579,046 mi

Comparison: 6 similar vehicles

Rutland, VT

2007 Honda Accord SE

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

2007 Honda Accord SE

Barre Town, VT

UnscoredInsufficient · 4
$4,995137,746 mi

Comparison: 4 similar vehicles

Barre Town, VT

2012 Nissan Altima S

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

2012 Nissan Altima S

Rutland, VT

UnscoredModerate · 43
$5,421145,056 mi

Comparison: 43 similar vehicles

Rutland, VT

2015 Subaru Legacy 2.5i Premium

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

2015 Subaru Legacy 2.5i Premium

Rutland, VT

UnscoredRobust · 55
$5,495215,524 mi

Comparison: 55 similar vehicles

Rutland, VT

2016 BMW 3 Series 320i

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

2016 BMW 3 Series 320i

Tilton, NH

UnscoredLimited · 6
$5,900127,000 mi

Comparison: 6 similar vehicles

Tilton, NH

2013 Subaru Impreza 2.0I

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

2013 Subaru Impreza 2.0I

Tilton, NH

Fair PriceLimited · 17
$5,90080,522 mi

Market: $3,495 – $9,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Tilton, NH

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Belmont, NH

UnscoredModerate · 33
$5,995175,919 mi

Comparison: 33 similar vehicles

Belmont, NH

2015 Subaru Legacy 2.5i Limited

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

2015 Subaru Legacy 2.5i Limited

Rutland, VT

UnscoredModerate · 22
$5,995223,376 mi

Comparison: 22 similar vehicles

Rutland, VT

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Tamworth, NH

Fair PriceLimited · 10
$5,99585,242 mi

Market: $4,750 – $7,578

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Tamworth, NH

2014 Subaru Impreza 2.0I Premium

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

2014 Subaru Impreza 2.0I Premium

Rutland, VT

UnscoredModerate · 23
$5,995154,285 mi

Comparison: 23 similar vehicles

Rutland, VT

2016 Nissan Altima SL

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

2016 Nissan Altima SL

Belmont, NH

UnscoredLimited · 12
$5,999138,000 mi

Comparison: 12 similar vehicles

Belmont, NH

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Claremont, NH

UnscoredRobust · 93
$6,000189,000 mi

Comparison: 93 similar vehicles

Claremont, NH

2011 Subaru Legacy I Premium

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

2011 Subaru Legacy I Premium

Barre, VT

UnscoredLimited · 19
$6,000125,105 mi

Comparison: 19 similar vehicles

Barre, VT

2014 Hyundai Sonata SE

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

2014 Hyundai Sonata SE

Belmont, NH

Fair PriceLimited · 10
$6,39497,000 mi

Market: $5,888 – $8,280

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Belmont, NH

2014 Honda Accord LX

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

2014 Honda Accord LX

Rutland, VT

UnscoredInsufficient · 4
$6,995190,143 mi

Comparison: 4 similar vehicles

Rutland, VT

2012 Honda Civic LX

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

2012 Honda Civic LX

Rutland, VT

UnscoredRobust · 83
$6,995182,300 mi

Comparison: 83 similar vehicles

Rutland, VT

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Barre, VT

UnscoredLimited · 7
$6,99566,000 mi

Comparison: 7 similar vehicles

Barre, VT

2008 Honda Civic HYBRID

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

2008 Honda Civic HYBRID

Tilton, NH

UnscoredInsufficient · 0
$7,00072,000 mi

Tilton, NH

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Rutland, VT

Fair PriceLimited · 14
$7,495108,640 mi

Market: $4,495 – $9,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Rutland, VT

2015 Nissan Altima S

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

2015 Nissan Altima S

Saint Johnsbury, VT

UnscoredRobust · 74
$7,500136,519 mi

Comparison: 74 similar vehicles

Saint Johnsbury, VT

2014 BMW 5 Series 528i

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

2014 BMW 5 Series 528i

Tilton, NH

UnscoredLimited · 8
$7,700131,000 mi

Comparison: 8 similar vehicles

Tilton, NH

2017 Subaru Legacy Limited

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

2017 Subaru Legacy Limited

Albany, NH

UnscoredModerate · 24
$8,475148,498 mi

Comparison: 24 similar vehicles

Albany, NH

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Tilton, NH

UnscoredLimited · 9
$8,495128,126 mi

Comparison: 9 similar vehicles

Tilton, NH

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

Claremont, NH

UnscoredModerate · 27
$8,497152,548 mi

Comparison: 27 similar vehicles

Claremont, NH

No Photo

2012 Honda Civic LX

Franklin, NH

UnscoredRobust · 76
$8,500166,564 mi

Comparison: 76 similar vehicles

Franklin, NH

2013 Subaru Impreza 2.0I Premium

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

2013 Subaru Impreza 2.0I Premium

Springfield, VT

Fair PriceModerate · 48
$8,694109,747 mi

Market: $2,000 – $11,995

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Springfield, VT

2008 Saab 9-5 Base

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

2008 Saab 9-5 Base

Barre Town, VT

UnscoredInsufficient · 0
$8,750104,539 mi

Barre Town, VT

2017 Nissan Altima S

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

2017 Nissan Altima S

Saint Johnsbury, VT

UnscoredLimited · 17
$8,900130,060 mi

Comparison: 17 similar vehicles

Saint Johnsbury, VT

2014 Volkswagen Jetta SEL

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

2014 Volkswagen Jetta SEL

Saint Johnsbury, VT

UnscoredInsufficient · 4
$8,900107,626 mi

Comparison: 4 similar vehicles

Saint Johnsbury, VT

2021 Chevrolet Malibu 1LT

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

2021 Chevrolet Malibu 1LT

Bristol, NH

Fair PriceModerate · 27
$8,995119,120 mi

Market: $7,499 – $16,008

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 422 days listed (based on current market benchmarks)

Bristol, NH

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Bristol, NH

Fair PriceModerate · 38
$8,995101,200 mi

Market: $5,995 – $14,998

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Bristol, NH

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Rutland, VT

Fair PriceRobust · 63
$8,995119,032 mi

Market: $5,995 – $14,998

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Rutland, VT

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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