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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 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

2,104 listings found

2009 Chevrolet Traverse 1LT

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

2009 Chevrolet Traverse 1LT

Lighthouse Point, FL

UnscoredInsufficient · 0
$4,495140,435 mi

Lighthouse Point, FL

2005 INFINITI FX 35

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

2005 INFINITI FX 35

Lighthouse Point, FL

UnscoredInsufficient · 3
$4,995171,930 mi

Comparison: 3 similar vehicles

Lighthouse Point, FL

2019 Ford Escape SE

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

2019 Ford Escape SE

Lighthouse Point, FL

Unscored
$5,890172,970 mi

Comparison: 10 similar vehicles

Lighthouse Point, FL

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Lighthouse Point, FL

Unscored
$5,995150,003 mi

Comparison: 5 similar vehicles

Lighthouse Point, FL

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Lighthouse Point, FL

Fair PriceLimited · 13
$5,995113,049 mi

Market: $4,988 – $7,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Lighthouse Point, FL

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Lighthouse Point, FL

Unscored
$5,995132,191 mi

Comparison: 11 similar vehicles

Lighthouse Point, FL

2011 Mercedes-Benz GL-Class GL450

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

2011 Mercedes-Benz GL-Class GL450

Lighthouse Point, FL

Unscored
$5,995178,237 mi

Comparison: 5 similar vehicles

Lighthouse Point, FL

2008 Audi A4 Base

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

2008 Audi A4 Base

Lighthouse Point, FL

Unscored
$5,99590,038 mi

Comparison: 6 similar vehicles

Lighthouse Point, FL

2006 Cadillac DTS Luxury

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

2006 Cadillac DTS Luxury

Lighthouse Point, FL

UnscoredInsufficient · 0
$5,99591,352 mi

Lighthouse Point, FL

2013 Mercedes-Benz E-Class E350 Luxury

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

2013 Mercedes-Benz E-Class E350 Luxury

Lighthouse Point, FL

UnscoredInsufficient · 4
$6,995132,217 mi

Comparison: 4 similar vehicles

Lighthouse Point, FL

2006 Chevrolet TrailBlazer LT

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

2006 Chevrolet TrailBlazer LT

Lighthouse Point, FL

UnscoredInsufficient · 0
$6,995103,646 mi

Lighthouse Point, FL

2016 MINI Cooper Base

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

2016 MINI Cooper Base

Lighthouse Point, FL

Unscored
$7,87598,229 mi

Comparison: 5 similar vehicles

Lighthouse Point, FL

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Lighthouse Point, FL

UnscoredInsufficient · 3
$7,880159,838 mi

Comparison: 3 similar vehicles

Lighthouse Point, FL

2013 FIAT 500 Sport

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

2013 FIAT 500 Sport

Lighthouse Point, FL

UnscoredInsufficient · 3
$7,90068,713 mi

Comparison: 3 similar vehicles

Lighthouse Point, FL

2012 Toyota Camry L

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

2012 Toyota Camry L

Lighthouse Point, FL

Unscored
$7,980123,152 mi

Comparison: 6 similar vehicles

Lighthouse Point, FL

2012 Audi Q5 Premium

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

2012 Audi Q5 Premium

Lighthouse Point, FL

UnscoredInsufficient · 4
$7,995122,436 mi

Comparison: 4 similar vehicles

Lighthouse Point, FL

2010 Jaguar XF Premium

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

2010 Jaguar XF Premium

Lighthouse Point, FL

UnscoredInsufficient · 0
$7,99580,187 mi

Lighthouse Point, FL

2016 Kia Optima EX

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

2016 Kia Optima EX

Lighthouse Point, FL

Unscored
$8,449109,680 mi

Comparison: 7 similar vehicles

Lighthouse Point, FL

2010 Cadillac DTS Base

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

2010 Cadillac DTS Base

Lighthouse Point, FL

UnscoredInsufficient · 0
$8,49570,833 mi

Lighthouse Point, FL

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Lighthouse Point, FL

UnscoredInsufficient · 0
$8,78063,862 mi

Lighthouse Point, FL

2014 Audi A6 Premium

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

2014 Audi A6 Premium

Lighthouse Point, FL

UnscoredInsufficient · 4
$8,995125,326 mi

Comparison: 4 similar vehicles

Lighthouse Point, FL

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

Lighthouse Point, FL

UnscoredInsufficient · 3
$8,995167,945 mi

Comparison: 3 similar vehicles

Lighthouse Point, FL

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Lighthouse Point, FL

Fair PriceModerate · 24
$9,27983,787 mi

Market: $5,999 – $11,989

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Lighthouse Point, FL

2022 Kia Rio S

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

2022 Kia Rio S

Lighthouse Point, FL

UnscoredInsufficient · 4
$9,495125,558 mi

Comparison: 4 similar vehicles

Lighthouse Point, FL

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Lighthouse Point, FL

Unscored
$9,880132,022 mi

Comparison: 10 similar vehicles

Lighthouse Point, FL

2015 Volkswagen Tiguan SE

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

2015 Volkswagen Tiguan SE

Lighthouse Point, FL

UnscoredInsufficient · 4
$9,89986,658 mi

Comparison: 4 similar vehicles

Lighthouse Point, FL

2016 Kia Sorento EX

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

2016 Kia Sorento EX

Lighthouse Point, FL

Unscored
$9,929124,846 mi

Comparison: 7 similar vehicles

Lighthouse Point, FL

2020 Kia FORTE GT-Line

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

2020 Kia FORTE GT-Line

Lighthouse Point, FL

UnscoredInsufficient · 4
$9,94776,093 mi

Comparison: 4 similar vehicles

Lighthouse Point, FL

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Lighthouse Point, FL

Unscored
$9,991157,431 mi

Comparison: 66 similar vehicles

Lighthouse Point, FL

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Lighthouse Point, FL

Fair PriceLimited · 16
$9,99586,919 mi

Market: $7,999 – $16,798

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Lighthouse Point, FL

2013 RAM 1500 Pickup Tradesman

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

2013 RAM 1500 Pickup Tradesman

Lighthouse Point, FL

UnscoredInsufficient · 3
$9,995134,898 mi

Comparison: 3 similar vehicles

Lighthouse Point, FL

2011 Lincoln MKZ Base

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

2011 Lincoln MKZ Base

Lighthouse Point, FL

UnscoredInsufficient · 0
$9,99594,248 mi

Lighthouse Point, FL

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Lighthouse Point, FL

Fair PriceRobust · 66
$9,996100,105 mi

Market: $5,995 – $19,000

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Lighthouse Point, FL

2020 Nissan Rogue SL

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

2020 Nissan Rogue SL

Lighthouse Point, FL

Fair PriceModerate · 22
$10,750103,100 mi

Market: $9,995 – $14,936

Comparison: 22 similar vehicles

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

Lighthouse Point, FL

2019 Subaru Ascent Premium

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

2019 Subaru Ascent Premium

Lighthouse Point, FL

Unscored
$10,895122,519 mi

Comparison: 21 similar vehicles

Lighthouse Point, FL

2019 Volkswagen Atlas SEL

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

2019 Volkswagen Atlas SEL

Lighthouse Point, FL

Great DealModerate · 20
$10,953117,738 mi

Market: $12,678 – $16,068

Comparison: 20 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 54 days listed (based on current market benchmarks)

Lighthouse Point, FL

2008 Toyota Tacoma Base

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

2008 Toyota Tacoma Base

Lighthouse Point, FL

Unscored
$10,980117,119 mi

Comparison: 5 similar vehicles

Lighthouse Point, FL

2017 INFINITI Q50 Signature Edition

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

2017 INFINITI Q50 Signature Edition

Lighthouse Point, FL

Fair PriceLimited · 10
$10,99991,563 mi

Market: $5,000 – $13,433

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Lighthouse Point, FL

2020 Nissan Rogue Sport S

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

2020 Nissan Rogue Sport S

Lighthouse Point, FL

Fair PriceModerate · 26
$11,38981,803 mi

Market: $8,500 – $14,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Lighthouse Point, FL

2019 Honda Pilot EX

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

2019 Honda Pilot EX

Lighthouse Point, FL

UnscoredInsufficient · 4
$11,499161,495 mi

Comparison: 4 similar vehicles

Lighthouse Point, FL

2021 Kia Forte GT-Line

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

2021 Kia Forte GT-Line

Lighthouse Point, FL

Unscored
$11,59584,749 mi

Comparison: 9 similar vehicles

Lighthouse Point, FL

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

Lighthouse Point, FL

UnscoredInsufficient · 0
$11,68099,131 mi

Lighthouse Point, FL

2015 Acura MDX Base

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

2015 Acura MDX Base

Lighthouse Point, FL

UnscoredInsufficient · 0
$11,689111,248 mi

Lighthouse Point, FL

2012 Toyota Camry XLE

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

2012 Toyota Camry XLE

Lighthouse Point, FL

UnscoredInsufficient · 3
$11,880123,008 mi

Comparison: 3 similar vehicles

Lighthouse Point, FL

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

Lighthouse Point, FL

UnscoredInsufficient · 4
$11,98082,701 mi

Comparison: 4 similar vehicles

Lighthouse Point, FL

2000 Cadillac DeVille DTS

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

2000 Cadillac DeVille DTS

Lighthouse Point, FL

UnscoredInsufficient · 0
$11,99558,335 mi

Lighthouse Point, FL

2019 Ford Ecosport Titanium

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

2019 Ford Ecosport Titanium

Lighthouse Point, FL

UnscoredInsufficient · 0
$11,99843,531 mi

Lighthouse Point, FL

2014 Toyota Camry XLE Hybrid

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

2014 Toyota Camry XLE Hybrid

Lighthouse Point, FL

Unscored
$11,998104,382 mi

Comparison: 7 similar vehicles

Lighthouse Point, FL

2013 Mercedes-Benz E-Class E350 Sport

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

2013 Mercedes-Benz E-Class E350 Sport

Lighthouse Point, FL

Unscored
$11,998124,635 mi

Comparison: 5 similar vehicles

Lighthouse Point, FL

2021 Nissan Sentra SR

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

2021 Nissan Sentra SR

Lighthouse Point, FL

Unscored
$12,49994,484 mi

Comparison: 9 similar vehicles

Lighthouse Point, 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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