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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

6,034 listings found

2015 Mitsubishi Mirage DE

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

2015 Mitsubishi Mirage DE

Cranston, RI

Unscored
$5,418158,441 mi

Comparison: 5 similar vehicles

Cranston, RI

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Cranston, RI

Unscored
$5,995144,600 mi

Comparison: 6 similar vehicles

Cranston, RI

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Cranston, RI

Unscored
$5,99595,668 mi

Comparison: 6 similar vehicles

Cranston, RI

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Cranston, RI

Unscored
$5,995205,351 mi

Comparison: 16 similar vehicles

Cranston, RI

2008 Volvo S60 2.5T

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

2008 Volvo S60 2.5T

Cranston, RI

UnscoredInsufficient · 3
$5,999217,918 mi

Comparison: 3 similar vehicles

Cranston, RI

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Cranston, RI

Unscored
$6,30097,827 mi

Comparison: 6 similar vehicles

Cranston, RI

2015 Ford Focus SE

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

2015 Ford Focus SE

Cranston, RI

Fair PriceLimited · 10
$6,417113,845 mi

Market: $3,695 – $7,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Cranston, RI

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Cranston, RI

Unscored
$6,499120,060 mi

Comparison: 5 similar vehicles

Cranston, RI

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Cranston, RI

Unscored
$6,900172,520 mi

Comparison: 13 similar vehicles

Cranston, RI

2016 Scion iA Base

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

2016 Scion iA Base

Cranston, RI

Unscored
$6,995168,500 mi

Comparison: 12 similar vehicles

Cranston, RI

2016 Subaru Impreza Premium

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

2016 Subaru Impreza Premium

Cranston, RI

Unscored
$6,995178,085 mi

Comparison: 21 similar vehicles

Cranston, RI

2010 Volvo S80 3.2

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

2010 Volvo S80 3.2

Cranston, RI

Salvage title
$6,999142,500 mi

Cranston, RI

2015 Kia Optima EX

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

2015 Kia Optima EX

Cranston, RI

Unscored
$7,044121,686 mi

Comparison: 23 similar vehicles

Cranston, RI

2007 Volvo S60 2.5T

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

2007 Volvo S60 2.5T

Cranston, RI

Unscored
$7,200119,439 mi

Comparison: 5 similar vehicles

Cranston, RI

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Cranston, RI

UnscoredInsufficient · 4
$7,418151,226 mi

Comparison: 4 similar vehicles

Cranston, RI

2012 Audi Q5 Premium Plus

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

2012 Audi Q5 Premium Plus

Cranston, RI

Unscored
$7,799167,000 mi

Comparison: 9 similar vehicles

Cranston, RI

2007 Chevrolet Tahoe LT

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

2007 Chevrolet Tahoe LT

Cranston, RI

UnscoredInsufficient · 0
$7,852149,948 mi

Cranston, RI

2012 Toyota Sienna SE

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

2012 Toyota Sienna SE

Cranston, RI

UnscoredInsufficient · 0
$7,900157,143 mi

Cranston, RI

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Cranston, RI

Fair PriceModerate · 21
$7,988101,200 mi

Market: $2,500 – $9,900

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Cranston, RI

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Cranston, RI

Unscored
$7,995108,357 mi

Comparison: 7 similar vehicles

Cranston, RI

2012 Acura MDX Technology Package

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

2012 Acura MDX Technology Package

Cranston, RI

Unscored
$7,995120,896 mi

Comparison: 6 similar vehicles

Cranston, RI

2010 BMW 7 Series 750i

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

2010 BMW 7 Series 750i

Cranston, RI

Unscored
$7,995150,299 mi

Comparison: 5 similar vehicles

Cranston, RI

2012 Volvo S60 T5

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

2012 Volvo S60 T5

Cranston, RI

UnscoredInsufficient · 4
$7,999109,875 mi

Comparison: 4 similar vehicles

Cranston, RI

2012 Volvo XC60 3.2

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

2012 Volvo XC60 3.2

Cranston, RI

UnscoredInsufficient · 4
$7,999205,239 mi

Comparison: 4 similar vehicles

Cranston, RI

2013 Volvo S60 T5 Platinum

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

2013 Volvo S60 T5 Platinum

Cranston, RI

UnscoredInsufficient · 3
$8,200157,592 mi

Comparison: 3 similar vehicles

Cranston, RI

2013 Volvo S60 T5 Platinum

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

2013 Volvo S60 T5 Platinum

Cranston, RI

UnscoredInsufficient · 3
$8,499165,597 mi

Comparison: 3 similar vehicles

Cranston, RI

2015 Volvo S60 T5 Premier

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

2015 Volvo S60 T5 Premier

Cranston, RI

Unscored
$8,500259,284 mi

Comparison: 16 similar vehicles

Cranston, RI

2014 Volvo XC60 T6

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

2014 Volvo XC60 T6

Cranston, RI

UnscoredInsufficient · 3
$8,600196,280 mi

Comparison: 3 similar vehicles

Cranston, RI

2014 Honda Civic LX

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

2014 Honda Civic LX

Cranston, RI

Unscored
$8,688166,001 mi

Comparison: 17 similar vehicles

Cranston, RI

2014 Ford Explorer Sport

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

2014 Ford Explorer Sport

Cranston, RI

Unscored
$8,900149,387 mi

Comparison: 12 similar vehicles

Cranston, RI

2014 Honda CR-V LX

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

2014 Honda CR-V LX

Cranston, RI

Unscored
$8,900187,618 mi

Comparison: 28 similar vehicles

Cranston, RI

2018 Chevrolet Traverse LS

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

2018 Chevrolet Traverse LS

Cranston, RI

Unscored
$8,995132,725 mi

Comparison: 7 similar vehicles

Cranston, RI

2014 Toyota Corolla L

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

2014 Toyota Corolla L

Cranston, RI

Unscored
$8,995151,186 mi

Comparison: 15 similar vehicles

Cranston, RI

2012 Volvo XC60 T6

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

2012 Volvo XC60 T6

Cranston, RI

Unscored
$8,995186,014 mi

Comparison: 11 similar vehicles

Cranston, RI

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Cranston, RI

Fair PriceLimited · 13
$8,99993,356 mi

Market: $5,950 – $11,599

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Cranston, RI

2016 Volkswagen e-Golf SEL Premium

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

2016 Volkswagen e-Golf SEL Premium

Cranston, RI

UnscoredInsufficient · 0
$9,20891,359 mi

Cranston, RI

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Cranston, RI

UnscoredInsufficient · 3
$9,499129,000 mi

Comparison: 3 similar vehicles

Cranston, RI

2016 Hyundai Sonata Limited

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

2016 Hyundai Sonata Limited

Cranston, RI

Fair PriceModerate · 23
$9,50095,001 mi

Market: $7,500 – $14,175

Comparison: 23 similar vehicles

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

Cranston, RI

2006 Chevrolet Silverado 1500 LT1

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

2006 Chevrolet Silverado 1500 LT1

Cranston, RI

UnscoredInsufficient · 3
$9,500190,896 mi

Comparison: 3 similar vehicles

Cranston, RI

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Cranston, RI

Unscored
$9,900181,370 mi

Comparison: 13 similar vehicles

Cranston, RI

2015 Volvo XC60 T6

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

2015 Volvo XC60 T6

Cranston, RI

Unscored
$9,900164,722 mi

Comparison: 5 similar vehicles

Cranston, RI

2013 Honda Civic LX

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

2013 Honda Civic LX

Cranston, RI

Unscored
$9,900135,129 mi

Comparison: 28 similar vehicles

Cranston, RI

2016 Volvo XC60 Premier

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

2016 Volvo XC60 Premier

Cranston, RI

UnscoredInsufficient · 3
$9,995196,333 mi

Comparison: 3 similar vehicles

Cranston, RI

2014 Nissan Armada Platinum

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

2014 Nissan Armada Platinum

Cranston, RI

Great DealLimited · 10
$9,995116,575 mi

Market: $15,287 – $15,407

Comparison: 10 similar vehicles

Competitively priced ~35% below the typical range compared to similar vehicles · 18 days listed (based on current market benchmarks)

Cranston, RI

2012 Toyota Corolla S

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

2012 Toyota Corolla S

Cranston, RI

Unscored
$9,995125,522 mi

Comparison: 6 similar vehicles

Cranston, RI

2007 Mercedes-Benz SLK-Class SLK280

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

2007 Mercedes-Benz SLK-Class SLK280

Cranston, RI

UnscoredInsufficient · 0
$9,995154,799 mi

Cranston, RI

2000 Mercedes-Benz SL-Class SL500

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

2000 Mercedes-Benz SL-Class SL500

Cranston, RI

UnscoredInsufficient · 0
$9,995107,700 mi

Cranston, RI

2017 Kia Sorento SX

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

2017 Kia Sorento SX

Cranston, RI

Unscored
$9,999161,902 mi

Comparison: 5 similar vehicles

Cranston, RI

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Cranston, RI

Unscored
$9,999171,002 mi

Comparison: 15 similar vehicles

Cranston, RI

2020 Ford Escape SE

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

2020 Ford Escape SE

Cranston, RI

Unscored
$10,308137,211 mi

Comparison: 12 similar vehicles

Cranston, RI

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.
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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