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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

1,187 listings found

1998 Chevrolet Malibu Base

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

1998 Chevrolet Malibu Base

Torrington, CT

UnscoredInsufficient · 0
$2,69589,980 mi

Torrington, CT

1998 Saturn S-Series Base

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

1998 Saturn S-Series Base

Torrington, CT

UnscoredInsufficient · 0
$2,695122,318 mi

Torrington, CT

2003 Chevrolet Cavalier Base

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

2003 Chevrolet Cavalier Base

Torrington, CT

UnscoredInsufficient · 0
$2,995169,235 mi

Torrington, CT

2001 Chrysler 300M Base

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

2001 Chrysler 300M Base

Torrington, CT

UnscoredInsufficient · 0
$2,995186,109 mi

Torrington, CT

1995 Toyota 4Runner SR5 V6

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

1995 Toyota 4Runner SR5 V6

Torrington, CT

UnscoredInsufficient · 0
$2,995217,000 mi

Torrington, CT

2001 Chevrolet Cavalier Base

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

2001 Chevrolet Cavalier Base

Torrington, CT

UnscoredInsufficient · 0
$3,295116,430 mi

Torrington, CT

2001 Ford Expedition Base

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

2001 Ford Expedition Base

Torrington, CT

UnscoredInsufficient · 0
$3,495100,123 mi

Torrington, CT

2011 Cadillac CTS Premium Collection

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

2011 Cadillac CTS Premium Collection

Torrington, CT

UnscoredInsufficient · 3
$3,688111,047 mi

Comparison: 3 similar vehicles

Torrington, CT

2012 MINI Cooper Base

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

2012 MINI Cooper Base

Torrington, CT

Unscored
$3,995203,224 mi

Comparison: 13 similar vehicles

Torrington, CT

2004 Dodge Stratus SE

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

2004 Dodge Stratus SE

Torrington, CT

UnscoredInsufficient · 0
$3,995133,143 mi

Torrington, CT

2003 Nissan Altima

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

2003 Nissan Altima

Torrington, CT

UnscoredInsufficient · 0
$3,995174,871 mi

Torrington, CT

2002 Dodge Durango SPORT

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

2002 Dodge Durango SPORT

Torrington, CT

UnscoredInsufficient · 0
$3,995109,961 mi

Torrington, CT

2002 Chevrolet Impala LS

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

2002 Chevrolet Impala LS

Torrington, CT

UnscoredInsufficient · 0
$3,995124,083 mi

Torrington, CT

2008 Chevrolet Express Cargo Work Van

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

2008 Chevrolet Express Cargo Work Van

Torrington, CT

Unscored
$3,998251,091 mi

Comparison: 12 similar vehicles

Torrington, CT

2011 Ford Focus S

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

2011 Ford Focus S

Torrington, CT

UnscoredInsufficient · 4
$4,000106,543 mi

Comparison: 4 similar vehicles

Torrington, CT

2012 Ford Focus SE

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

2012 Ford Focus SE

Torrington, CT

Unscored
$4,500136,748 mi

Comparison: 6 similar vehicles

Torrington, CT

2015 Subaru XV Crosstrek Premium

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

2015 Subaru XV Crosstrek Premium

Torrington, CT

Unscored
$4,995251,715 mi

Comparison: 10 similar vehicles

Torrington, CT

2004 Nissan Xterra XE

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

2004 Nissan Xterra XE

Torrington, CT

UnscoredInsufficient · 0
$5,299113,525 mi

Torrington, CT

2010 Ford Escape XLS

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

2010 Ford Escape XLS

Torrington, CT

UnscoredInsufficient · 0
$5,399149,171 mi

Torrington, CT

2012 Nissan Maxima SV

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

2012 Nissan Maxima SV

Torrington, CT

Unscored
$5,499142,842 mi

Comparison: 29 similar vehicles

Torrington, CT

2010 Mazda CX-9 Touring

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

2010 Mazda CX-9 Touring

Torrington, CT

Unscored
$5,499175,710 mi

Comparison: 5 similar vehicles

Torrington, CT

2004 Lexus RX 330

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

2004 Lexus RX 330

Torrington, CT

Unscored
$5,499180,482 mi

Comparison: 18 similar vehicles

Torrington, CT

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Torrington, CT

Unscored
$5,595201,956 mi

Comparison: 30 similar vehicles

Torrington, CT

2011 Dodge Grand Caravan Mainstreet

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

2011 Dodge Grand Caravan Mainstreet

Torrington, CT

UnscoredInsufficient · 4
$5,899134,397 mi

Comparison: 4 similar vehicles

Torrington, CT

2018 Nissan Sentra S

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

2018 Nissan Sentra S

Torrington, CT

Unscored
$5,995133,531 mi

Comparison: 32 similar vehicles

Torrington, CT

2003 Cadillac CTS Base

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

2003 Cadillac CTS Base

Torrington, CT

UnscoredInsufficient · 0
$5,995145,389 mi

Torrington, CT

2004 Toyota 4Runner SR5

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

2004 Toyota 4Runner SR5

Torrington, CT

Unscored
$6,188199,000 mi

Comparison: 10 similar vehicles

Torrington, CT

2006 Nissan Titan XE

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

2006 Nissan Titan XE

Torrington, CT

Unscored
$6,299137,150 mi

Comparison: 13 similar vehicles

Torrington, CT

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Torrington, CT

Unscored
$6,399160,525 mi

Comparison: 7 similar vehicles

Torrington, CT

2011 Toyota RAV4 Base

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

2011 Toyota RAV4 Base

Torrington, CT

Unscored
$6,499185,200 mi

Comparison: 9 similar vehicles

Torrington, CT

2016 Ford Focus S

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

2016 Ford Focus S

Torrington, CT

Unscored
$6,88865,000 mi

Comparison: 9 similar vehicles

Torrington, CT

2017 Ford Escape SE

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

2017 Ford Escape SE

Torrington, CT

Unscored
$6,995124,713 mi

Comparison: 18 similar vehicles

Torrington, CT

2013 MINI Countryman S

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

2013 MINI Countryman S

Torrington, CT

Unscored
$6,995137,900 mi

Comparison: 19 similar vehicles

Torrington, CT

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Torrington, CT

UnscoredInsufficient · 3
$7,499165,972 mi

Comparison: 3 similar vehicles

Torrington, CT

2010 Suzuki Kizashi SE

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

2010 Suzuki Kizashi SE

Torrington, CT

UnscoredInsufficient · 0
$7,80066,752 mi

Torrington, CT

2014 Subaru XV Crosstrek Premium

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

2014 Subaru XV Crosstrek Premium

Torrington, CT

Unscored
$7,898146,484 mi

Comparison: 22 similar vehicles

Torrington, CT

2016 Chevrolet Impala 2LT

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

2016 Chevrolet Impala 2LT

Torrington, CT

Unscored
$7,999150,783 mi

Comparison: 17 similar vehicles

Torrington, CT

2010 Jeep Wrangler Unlimited Sport

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

2010 Jeep Wrangler Unlimited Sport

Torrington, CT

UnscoredInsufficient · 3
$8,000161,385 mi

Comparison: 3 similar vehicles

Torrington, CT

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Torrington, CT

Unscored
$8,369123,159 mi

Comparison: 7 similar vehicles

Torrington, CT

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Torrington, CT

UnscoredInsufficient · 4
$8,894152,884 mi

Comparison: 4 similar vehicles

Torrington, CT

2004 Chrysler Sebring LIMITED

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

2004 Chrysler Sebring LIMITED

Torrington, CT

UnscoredInsufficient · 0
$8,95062,801 mi

Torrington, CT

2018 Nissan Rogue Sport S

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

2018 Nissan Rogue Sport S

Torrington, CT

UnscoredInsufficient · 3
$8,995131,330 mi

Comparison: 3 similar vehicles

Torrington, CT

2014 Honda Civic LX

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

2014 Honda Civic LX

Torrington, CT

Unscored
$8,999136,506 mi

Comparison: 13 similar vehicles

Torrington, CT

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Torrington, CT

UnscoredInsufficient · 3
$9,899109,635 mi

Comparison: 3 similar vehicles

Torrington, CT

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Torrington, CT

UnscoredInsufficient · 0
$9,89959,021 mi

Torrington, CT

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Torrington, CT

Fair PriceLimited · 19
$10,399105,980 mi

Market: $7,700 – $14,648

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Torrington, CT

2017 Volkswagen Jetta S

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

2017 Volkswagen Jetta S

Torrington, CT

Unscored
$10,62591,279 mi

Comparison: 8 similar vehicles

Torrington, CT

2014 BMW 3 Series 328i

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

2014 BMW 3 Series 328i

Torrington, CT

Unscored
$10,89976,465 mi

Comparison: 8 similar vehicles

Torrington, CT

2013 Subaru Impreza 2.0I Limited

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

2013 Subaru Impreza 2.0I Limited

Torrington, CT

UnscoredInsufficient · 3
$10,950112,063 mi

Comparison: 3 similar vehicles

Torrington, CT

2015 Audi Q7 Premium Plus

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

2015 Audi Q7 Premium Plus

Torrington, CT

Unscored
$11,49588,023 mi

Comparison: 5 similar vehicles

Torrington, CT

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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