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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

521 listings found

2003 Saab 9-3 Linear

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

2003 Saab 9-3 Linear

Lutz, FL

UnscoredInsufficient · 0
$3,895106,372 mi

Lutz, FL

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

Lutz, FL

UnscoredInsufficient · 3
$3,900102,340 mi

Comparison: 3 similar vehicles

Lutz, FL

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Lutz, FL

UnscoredInsufficient · 3
$3,900127,910 mi

Comparison: 3 similar vehicles

Lutz, FL

2007 Honda CR-V EX

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

2007 Honda CR-V EX

Lutz, FL

Unscored
$4,400184,928 mi

Comparison: 9 similar vehicles

Lutz, FL

2014 Kia Soul Base

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

2014 Kia Soul Base

Lutz, FL

Unscored
$4,998168,956 mi

Comparison: 10 similar vehicles

Lutz, FL

2005 Volvo S40 2.4i

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

2005 Volvo S40 2.4i

Lutz, FL

UnscoredInsufficient · 0
$5,29089,007 mi

Lutz, FL

2018 Ford Fiesta SE

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

2018 Ford Fiesta SE

Lutz, FL

Fair PriceLimited · 13
$5,30081,887 mi

Market: $3,950 – $10,500

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Lutz, FL

2003 Buick LeSabre Limited

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

2003 Buick LeSabre Limited

Lutz, FL

UnscoredInsufficient · 0
$5,500108,525 mi

Lutz, FL

2002 Jaguar XJ Series XJ8

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

2002 Jaguar XJ Series XJ8

Lutz, FL

UnscoredInsufficient · 0
$5,750135,248 mi

Lutz, FL

2004 Buick Regal LS

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

2004 Buick Regal LS

Lutz, FL

UnscoredInsufficient · 0
$5,80064,200 mi

Lutz, FL

2017 MINI Cooper Base

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

2017 MINI Cooper Base

Lutz, FL

Great DealLimited · 13
$5,900110,451 mi

Market: $7,995 – $14,700

Comparison: 13 similar vehicles

Competitively priced ~26% below the typical range compared to similar vehicles · 122 days listed (based on current market benchmarks)

Lutz, FL

2002 BMW 3 Series Base

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

2002 BMW 3 Series Base

Lutz, FL

Unscored
$5,900100,734 mi

Comparison: 8 similar vehicles

Lutz, FL

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Lutz, FL

Unscored
$5,999111,354 mi

Comparison: 7 similar vehicles

Lutz, FL

2018 Nissan Kicks S

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

2018 Nissan Kicks S

Lutz, FL

UnscoredInsufficient · 3
$6,490110,020 mi

Comparison: 3 similar vehicles

Lutz, FL

2018 INFINITI QX30 Base

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

2018 INFINITI QX30 Base

Lutz, FL

UnscoredInsufficient · 0
$6,500121,533 mi

Lutz, FL

1998 Toyota 4Runner SR5 V6

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

1998 Toyota 4Runner SR5 V6

Lutz, FL

UnscoredInsufficient · 0
$6,900211,280 mi

Lutz, FL

2020 Nissan Rogue S

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

2020 Nissan Rogue S

Lutz, FL

Unscored
$7,490129,139 mi

Comparison: 18 similar vehicles

Lutz, FL

2017 Kia Forte LX

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

2017 Kia Forte LX

Lutz, FL

Fair PriceModerate · 22
$7,490119,031 mi

Market: $5,000 – $11,998

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Lutz, FL

2016 Kia Soul Base

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

2016 Kia Soul Base

Lutz, FL

Fair PriceRobust · 56
$7,900117,795 mi

Market: $3,900 – $11,995

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Lutz, FL

2014 Subaru Forester i Touring

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

2014 Subaru Forester i Touring

Lutz, FL

Unscored
$7,990119,601 mi

Comparison: 5 similar vehicles

Lutz, FL

2012 Cadillac SRX Luxury Collection

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

2012 Cadillac SRX Luxury Collection

Lutz, FL

Unscored
$7,990128,834 mi

Comparison: 5 similar vehicles

Lutz, FL

2012 Mercedes-Benz C-Class C250 Luxury

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

2012 Mercedes-Benz C-Class C250 Luxury

Lutz, FL

Unscored
$7,990107,862 mi

Comparison: 6 similar vehicles

Lutz, FL

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Lutz, FL

UnscoredInsufficient · 3
$7,999152,997 mi

Comparison: 3 similar vehicles

Lutz, FL

2013 Ford Flex SEL

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

2013 Ford Flex SEL

Lutz, FL

UnscoredInsufficient · 0
$7,999142,022 mi

Lutz, FL

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Lutz, FL

Unscored
$7,999158,077 mi

Comparison: 5 similar vehicles

Lutz, FL

2016 Volvo XC60 Premier

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

2016 Volvo XC60 Premier

Lutz, FL

Fair PriceLimited · 15
$8,290105,727 mi

Market: $2,600 – $12,188

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Lutz, FL

2019 Jaguar XE Base

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

2019 Jaguar XE Base

Lutz, FL

Unscored
$8,49987,322 mi

Comparison: 7 similar vehicles

Lutz, FL

2018 Nissan Pathfinder SV

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

2018 Nissan Pathfinder SV

Lutz, FL

Fair PriceModerate · 20
$8,790119,962 mi

Market: $6,233 – $14,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Lutz, FL

2007 Nissan 350Z Roadster Touring

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

2007 Nissan 350Z Roadster Touring

Lutz, FL

UnscoredInsufficient · 0
$8,799140,000 mi

Lutz, FL

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

Lutz, FL

Fair PriceLimited · 13
$8,90086,067 mi

Market: $7,499 – $16,399

Comparison: 13 similar vehicles

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

Lutz, FL

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Lutz, FL

OverpricedLimited · 16
$8,900118,359 mi

Market: $3,000 – $8,699

Comparison: 16 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Lutz, FL

2016 MINI Countryman S

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

2016 MINI Countryman S

Lutz, FL

UnscoredInsufficient · 3
$8,990100,386 mi

Comparison: 3 similar vehicles

Lutz, FL

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Lutz, FL

UnscoredInsufficient · 4
$8,990116,348 mi

Comparison: 4 similar vehicles

Lutz, FL

2015 Volvo XC60 Premier Plus

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

2015 Volvo XC60 Premier Plus

Lutz, FL

UnscoredInsufficient · 0
$8,990124,430 mi

Lutz, FL

2012 Toyota Prius One

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

2012 Toyota Prius One

Lutz, FL

UnscoredInsufficient · 0
$8,990164,687 mi

Lutz, FL

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Lutz, FL

UnscoredInsufficient · 3
$8,99094,000 mi

Comparison: 3 similar vehicles

Lutz, FL

2016 BMW 4 Series 428i

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

2016 BMW 4 Series 428i

Lutz, FL

Unscored
$9,290168,371 mi

Comparison: 7 similar vehicles

Lutz, FL

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Lutz, FL

Fair PriceLimited · 10
$9,49078,214 mi

Market: $5,500 – $13,888

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Lutz, FL

2018 Volkswagen Tiguan SE

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

2018 Volkswagen Tiguan SE

Lutz, FL

UnscoredInsufficient · 4
$9,49092,180 mi

Comparison: 4 similar vehicles

Lutz, FL

2013 Ford Edge SE

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

2013 Ford Edge SE

Lutz, FL

UnscoredInsufficient · 3
$9,49977,630 mi

Comparison: 3 similar vehicles

Lutz, FL

2021 Nissan Rogue Sport S

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

2021 Nissan Rogue Sport S

Lutz, FL

Unscored
$9,90064,828 mi

Comparison: 5 similar vehicles

Lutz, FL

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Lutz, FL

Fair PriceModerate · 20
$9,90081,455 mi

Market: $5,999 – $15,000

Comparison: 20 similar vehicles

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

Lutz, FL

2018 BMW 3 Series 320i

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

2018 BMW 3 Series 320i

Lutz, FL

Unscored
$9,900100,543 mi

Comparison: 5 similar vehicles

Lutz, FL

2015 Honda Civic LX

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

2015 Honda Civic LX

Lutz, FL

Unscored
$9,900137,000 mi

Comparison: 29 similar vehicles

Lutz, FL

2016 Subaru Outback Premium

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

2016 Subaru Outback Premium

Lutz, FL

UnscoredInsufficient · 3
$9,99073,994 mi

Comparison: 3 similar vehicles

Lutz, FL

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Lutz, FL

UnscoredInsufficient · 4
$9,995158,422 mi

Comparison: 4 similar vehicles

Lutz, FL

2018 Audi Q7 Premium Plus

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

2018 Audi Q7 Premium Plus

Lutz, FL

Unscored
$10,290157,932 mi

Comparison: 24 similar vehicles

Lutz, FL

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Lutz, FL

OverpricedLimited · 14
$10,899110,680 mi

Market: $4,499 – $7,990

Comparison: 14 similar vehicles

Priced ~36% above the typical market range for similar vehicles (based on current market benchmarks)

Lutz, FL

2021 Buick Encore GX Select

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

2021 Buick Encore GX Select

Lutz, FL

Unscored
$10,90096,946 mi

Comparison: 5 similar vehicles

Lutz, FL

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Lutz, FL

Fair PriceLimited · 15
$10,90085,440 mi

Market: $6,995 – $13,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Lutz, FL

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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