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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

339 listings found

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

Unscored
$2,500173,730 mi

Comparison: 23 similar vehicles

Beverly, MA

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Beverly, MA

UnscoredInsufficient · 4
$6,495138,395 mi

Comparison: 4 similar vehicles

Beverly, MA

2006 Porsche Cayenne Base

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

2006 Porsche Cayenne Base

Beverly, MA

UnscoredInsufficient · 0
$6,500159,719 mi

Beverly, MA

2006 Porsche Cayenne Turbo

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

2006 Porsche Cayenne Turbo

Beverly, MA

UnscoredInsufficient · 0
$6,999154,895 mi

Beverly, MA

2016 Nissan Pathfinder Platinum

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

2016 Nissan Pathfinder Platinum

Beverly, MA

UnscoredInsufficient · 0
$7,395138,317 mi

Beverly, MA

2017 Volvo XC60 T5 Inscription

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

2017 Volvo XC60 T5 Inscription

Beverly, MA

Unscored
$7,495168,830 mi

Comparison: 5 similar vehicles

Beverly, MA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Beverly, MA

Unscored
$7,495102,670 mi

Comparison: 9 similar vehicles

Beverly, 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

Beverly, MA

Unscored
$7,495178,008 mi

Comparison: 33 similar vehicles

Beverly, MA

2014 Nissan Rogue S

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

2014 Nissan Rogue S

Beverly, MA

Unscored
$7,85099,040 mi

Comparison: 9 similar vehicles

Beverly, MA

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Beverly, MA

Unscored
$7,99587,922 mi

Comparison: 9 similar vehicles

Beverly, MA

2005 Saab 9-3 Aero

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

2005 Saab 9-3 Aero

Beverly, MA

UnscoredInsufficient · 0
$7,99995,096 mi

Beverly, MA

2014 Nissan Rogue SV

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

2014 Nissan Rogue SV

Beverly, MA

Fair PriceModerate · 21
$8,19994,397 mi

Market: $6,499 – $10,985

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Beverly, MA

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Beverly, MA

Unscored
$8,350128,433 mi

Comparison: 12 similar vehicles

Beverly, MA

2017 Subaru Outback Base

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

2017 Subaru Outback Base

Beverly, MA

Unscored
$8,495154,103 mi

Comparison: 7 similar vehicles

Beverly, MA

2015 Nissan Rogue S

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

2015 Nissan Rogue S

Beverly, MA

Unscored
$8,495115,127 mi

Comparison: 6 similar vehicles

Beverly, MA

2014 Honda CR-V EX

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

2014 Honda CR-V EX

Beverly, MA

Unscored
$8,495169,497 mi

Comparison: 39 similar vehicles

Beverly, MA

2008 Jeep Wrangler Unlimited X

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

2008 Jeep Wrangler Unlimited X

Beverly, MA

Unscored
$8,500133,022 mi

Comparison: 6 similar vehicles

Beverly, MA

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Beverly, MA

Unscored
$8,650122,235 mi

Comparison: 12 similar vehicles

Beverly, MA

2019 Ford Escape SE

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

2019 Ford Escape SE

Beverly, MA

Fair PriceLimited · 19
$8,995109,593 mi

Market: $9,450 – $14,490

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 5 days listed (based on current market benchmarks)

Beverly, MA

2016 Cadillac SRX Performance Collection

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

2016 Cadillac SRX Performance Collection

Beverly, MA

UnscoredInsufficient · 4
$8,995132,480 mi

Comparison: 4 similar vehicles

Beverly, MA

2014 Honda Civic EX

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

2014 Honda Civic EX

Beverly, MA

Fair PriceLimited · 15
$8,995115,181 mi

Market: $5,000 – $14,900

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Beverly, MA

2014 Nissan Pathfinder SL

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

2014 Nissan Pathfinder SL

Beverly, MA

Unscored
$8,99575,848 mi

Comparison: 7 similar vehicles

Beverly, MA

2013 Subaru XV Crosstrek Premium

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

2013 Subaru XV Crosstrek Premium

Beverly, MA

Unscored
$8,995109,103 mi

Comparison: 8 similar vehicles

Beverly, MA

2008 Toyota Highlander Sport

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

2008 Toyota Highlander Sport

Beverly, MA

Unscored
$8,995108,220 mi

Comparison: 6 similar vehicles

Beverly, MA

2019 Ford Escape SE

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

2019 Ford Escape SE

Beverly, MA

Fair PriceLimited · 19
$9,450101,418 mi

Market: $8,995 – $14,490

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Beverly, MA

2018 Nissan Pathfinder S

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

2018 Nissan Pathfinder S

Beverly, MA

Unscored
$9,450114,525 mi

Comparison: 8 similar vehicles

Beverly, MA

2016 Ford Escape SE

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

2016 Ford Escape SE

Beverly, MA

UnscoredInsufficient · 4
$9,45061,609 mi

Comparison: 4 similar vehicles

Beverly, MA

2016 Nissan Murano SV

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

2016 Nissan Murano SV

Beverly, MA

Unscored
$9,495111,850 mi

Comparison: 6 similar vehicles

Beverly, MA

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Beverly, MA

Unscored
$9,495157,858 mi

Comparison: 34 similar vehicles

Beverly, MA

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Beverly, MA

Unscored
$9,659129,795 mi

Comparison: 19 similar vehicles

Beverly, MA

2014 Audi A6 Premium Plus

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

2014 Audi A6 Premium Plus

Beverly, MA

Unscored
$9,750107,871 mi

Comparison: 9 similar vehicles

Beverly, MA

2013 BMW X3 xDrive28i

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

2013 BMW X3 xDrive28i

Beverly, MA

Unscored
$9,92566,782 mi

Comparison: 6 similar vehicles

Beverly, MA

2016 Honda Civic EX

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

2016 Honda Civic EX

Beverly, MA

Unscored
$9,995167,148 mi

Comparison: 6 similar vehicles

Beverly, MA

2017 Volkswagen Jetta GLI

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

2017 Volkswagen Jetta GLI

Beverly, MA

Unscored
$9,999130,693 mi

Comparison: 17 similar vehicles

Beverly, MA

2003 Saab 9-5 Aero

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

2003 Saab 9-5 Aero

Beverly, MA

UnscoredInsufficient · 0
$9,99985,375 mi

Beverly, MA

2015 Jeep Cherokee Altitude

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

2015 Jeep Cherokee Altitude

Beverly, MA

UnscoredInsufficient · 0
$10,49587,132 mi

Beverly, MA

2012 Volkswagen Beetle 2.0

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

2012 Volkswagen Beetle 2.0

Beverly, MA

UnscoredInsufficient · 0
$10,49583,304 mi

Beverly, MA

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Beverly, MA

Unscored
$10,70076,930 mi

Comparison: 8 similar vehicles

Beverly, MA

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Beverly, MA

Fair PriceModerate · 48
$10,70097,955 mi

Market: $8,495 – $15,806

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Beverly, MA

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Beverly, MA

Unscored
$10,99562,096 mi

Comparison: 6 similar vehicles

Beverly, MA

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Beverly, MA

Fair PriceLimited · 15
$11,25083,025 mi

Market: $9,199 – $14,326

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Beverly, MA

2017 BMW 3 Series 320i

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

2017 BMW 3 Series 320i

Beverly, MA

Unscored
$11,495124,968 mi

Comparison: 24 similar vehicles

Beverly, MA

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Beverly, MA

Fair PriceModerate · 29
$11,49574,855 mi

Market: $8,000 – $14,900

Comparison: 29 similar vehicles

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

Beverly, MA

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Beverly, MA

UnscoredInsufficient · 3
$11,700106,118 mi

Comparison: 3 similar vehicles

Beverly, MA

2015 Honda CR-V LX

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

2015 Honda CR-V LX

Beverly, MA

Fair PriceModerate · 20
$11,995111,512 mi

Market: $8,995 – $16,031

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Beverly, MA

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Beverly, MA

Unscored
$12,495129,035 mi

Comparison: 21 similar vehicles

Beverly, MA

2017 Mazda CX-5 Grand Touring

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

2017 Mazda CX-5 Grand Touring

Beverly, MA

UnscoredInsufficient · 4
$12,495148,354 mi

Comparison: 4 similar vehicles

Beverly, MA

2013 Toyota Camry SE

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

2013 Toyota Camry SE

Beverly, MA

Unscored
$12,495123,538 mi

Comparison: 11 similar vehicles

Beverly, MA

2017 Toyota Corolla LE Eco

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

2017 Toyota Corolla LE Eco

Beverly, MA

UnscoredInsufficient · 4
$12,75093,877 mi

Comparison: 4 similar vehicles

Beverly, MA

2016 Honda CR-V EX

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

2016 Honda CR-V EX

Beverly, MA

Unscored
$12,995149,198 mi

Comparison: 51 similar vehicles

Beverly, MA

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.
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.

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