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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 12, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,034 listings found

2008 Chrysler Sebring Limited

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

2008 Chrysler Sebring Limited

Punta Gorda, FL

UnscoredInsufficient · 4
$3,20090,676 mi

Comparison: 4 similar vehicles

Punta Gorda, FL

2005 Subaru Legacy I

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

2005 Subaru Legacy I

Punta Gorda, FL

UnscoredInsufficient · 0
$3,984145,260 mi

Punta Gorda, FL

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Punta Gorda, FL

Unscored
$4,198186,907 mi

Comparison: 30 similar vehicles

Punta Gorda, FL

2016 Ford Focus ST

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

2016 Ford Focus ST

Punta Gorda, FL

Salvage title
$4,302153,852 mi

Punta Gorda, FL

2017 Mitsubishi Mirage ES

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

2017 Mitsubishi Mirage ES

Punta Gorda, FL

UnscoredInsufficient · 4
$4,98474,633 mi

Comparison: 4 similar vehicles

Punta Gorda, FL

2005 Toyota Avalon XLS

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

2005 Toyota Avalon XLS

Punta Gorda, FL

UnscoredInsufficient · 0
$4,990213,837 mi

Punta Gorda, FL

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Punta Gorda, FL

Unscored
$5,484122,403 mi

Comparison: 111 similar vehicles

Punta Gorda, FL

2003 Toyota Tundra Base

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

2003 Toyota Tundra Base

Punta Gorda, FL

UnscoredInsufficient · 0
$5,922Mileage not verified

Punta Gorda, FL

2008 Ford Taurus Limited

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

2008 Ford Taurus Limited

Punta Gorda, FL

UnscoredInsufficient · 0
$5,997183,157 mi

Punta Gorda, FL

2016 Hyundai Elantra Value Edition

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

2016 Hyundai Elantra Value Edition

Punta Gorda, FL

Unscored
$6,484116,806 mi

Comparison: 7 similar vehicles

Punta Gorda, FL

2013 Chevrolet Malibu 2LZ

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

2013 Chevrolet Malibu 2LZ

Punta Gorda, FL

UnscoredInsufficient · 0
$6,988100,635 mi

Punta Gorda, FL

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Punta Gorda, FL

UnscoredInsufficient · 3
$7,988141,062 mi

Comparison: 3 similar vehicles

Punta Gorda, FL

2008 Chevrolet Malibu LS

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

2008 Chevrolet Malibu LS

Punta Gorda, FL

UnscoredInsufficient · 0
$7,98872,683 mi

Punta Gorda, FL

2015 Volkswagen Passat Limited Edition

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

2015 Volkswagen Passat Limited Edition

Punta Gorda, FL

Fair PriceLimited · 17
$8,987116,204 mi

Market: $6,097 – $12,900

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Punta Gorda, FL

2022 Kia Sportage LX

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

2022 Kia Sportage LX

Punta Gorda, FL

Fair PriceRobust · 64
$9,94598,857 mi

Market: $8,900 – $17,974

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Punta Gorda, FL

2015 Chevrolet Malibu 2LZ

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

2015 Chevrolet Malibu 2LZ

Punta Gorda, FL

UnscoredInsufficient · 0
$9,96282,670 mi

Punta Gorda, FL

2005 Lexus LS 430

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

2005 Lexus LS 430

Punta Gorda, FL

UnscoredInsufficient · 3
$9,962123,891 mi

Comparison: 3 similar vehicles

Punta Gorda, FL

2019 Chevrolet Spark LS

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

2019 Chevrolet Spark LS

Punta Gorda, FL

Unscored
$9,98880,783 mi

Comparison: 8 similar vehicles

Punta Gorda, FL

2012 Audi A4 Premium

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

2012 Audi A4 Premium

Punta Gorda, FL

Unscored
$9,98862,347 mi

Comparison: 9 similar vehicles

Punta Gorda, FL

2012 Ford Edge Limited

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

2012 Ford Edge Limited

Punta Gorda, FL

UnscoredInsufficient · 4
$10,19696,788 mi

Comparison: 4 similar vehicles

Punta Gorda, FL

2015 GMC Terrain Denali

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

2015 GMC Terrain Denali

Punta Gorda, FL

UnscoredInsufficient · 4
$10,481137,771 mi

Comparison: 4 similar vehicles

Punta Gorda, FL

2012 Honda Accord LX-P

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

2012 Honda Accord LX-P

Punta Gorda, FL

UnscoredInsufficient · 4
$10,51296,286 mi

Comparison: 4 similar vehicles

Punta Gorda, FL

2015 Toyota RAV4 XLE

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

2015 Toyota RAV4 XLE

Punta Gorda, FL

Unscored
$10,800152,001 mi

Comparison: 70 similar vehicles

Punta Gorda, FL

2012 Ford Transit Connect XL

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

2012 Ford Transit Connect XL

Punta Gorda, FL

Unscored
$10,94397,230 mi

Comparison: 5 similar vehicles

Punta Gorda, FL

2010 Lexus ES 350

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

2010 Lexus ES 350

Punta Gorda, FL

Unscored
$10,952135,805 mi

Comparison: 29 similar vehicles

Punta Gorda, FL

2011 Chevrolet Tahoe LTZ

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

2011 Chevrolet Tahoe LTZ

Punta Gorda, FL

UnscoredInsufficient · 0
$10,982174,581 mi

Punta Gorda, FL

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Punta Gorda, FL

UnscoredInsufficient · 4
$10,98495,396 mi

Comparison: 4 similar vehicles

Punta Gorda, FL

2014 GMC Yukon Denali

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

2014 GMC Yukon Denali

Punta Gorda, FL

UnscoredInsufficient · 0
$11,556157,184 mi

Punta Gorda, FL

2019 Nissan Kicks SV

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

2019 Nissan Kicks SV

Punta Gorda, FL

Fair PriceModerate · 42
$11,82390,231 mi

Market: $4,444 – $14,998

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Punta Gorda, FL

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Punta Gorda, FL

Unscored
$11,984122,407 mi

Comparison: 48 similar vehicles

Punta Gorda, FL

2014 Mercedes-Benz CLA-Class CLA250

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

2014 Mercedes-Benz CLA-Class CLA250

Punta Gorda, FL

Fair PriceModerate · 40
$11,98785,461 mi

Market: $5,500 – $14,489

Comparison: 40 similar vehicles

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

Punta Gorda, FL

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Punta Gorda, FL

Unscored
$11,98869,178 mi

Comparison: 5 similar vehicles

Punta Gorda, FL

2021 Hyundai Kona SEL

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

2021 Hyundai Kona SEL

Punta Gorda, FL

Fair PriceLimited · 14
$12,201103,221 mi

Market: $10,950 – $15,537

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Punta Gorda, FL

2020 Hyundai Accent SE

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

2020 Hyundai Accent SE

Punta Gorda, FL

UnscoredInsufficient · 0
$12,58730,777 mi

Punta Gorda, FL

2017 RAM Promaster City Tradesman

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

2017 RAM Promaster City Tradesman

Punta Gorda, FL

Fair PriceLimited · 18
$12,87299,046 mi

Market: $8,895 – $18,772

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Punta Gorda, FL

2021 Kia Soul LX

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

2021 Kia Soul LX

Punta Gorda, FL

Fair PriceLimited · 11
$12,98856,810 mi

Market: $11,704 – $13,246

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Punta Gorda, FL

2020 Kia Optima LX

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

2020 Kia Optima LX

Punta Gorda, FL

Fair PriceRobust · 65
$12,98875,893 mi

Market: $5,850 – $16,995

Comparison: 65 similar vehicles

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

Punta Gorda, FL

2018 FIAT 500X Trekking

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

2018 FIAT 500X Trekking

Punta Gorda, FL

UnscoredInsufficient · 0
$12,98876,320 mi

Punta Gorda, FL

2017 Ford Taurus SEL

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

2017 Ford Taurus SEL

Punta Gorda, FL

Unscored
$12,98880,850 mi

Comparison: 7 similar vehicles

Punta Gorda, FL

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Punta Gorda, FL

UnscoredInsufficient · 4
$12,988114,156 mi

Comparison: 4 similar vehicles

Punta Gorda, FL

2005 Toyota Camry XLE

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

2005 Toyota Camry XLE

Punta Gorda, FL

UnscoredInsufficient · 0
$12,99531,727 mi

Punta Gorda, FL

2020 Nissan Altima SR

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

2020 Nissan Altima SR

Punta Gorda, FL

UnscoredInsufficient · 3
$12,999105,603 mi

Comparison: 3 similar vehicles

Punta Gorda, FL

2020 Chevrolet Trax LT

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

2020 Chevrolet Trax LT

Punta Gorda, FL

Fair PriceRobust · 71
$13,24663,000 mi

Market: $4,990 – $15,600

Comparison: 71 similar vehicles

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

Punta Gorda, FL

2018 FIAT 500c Pop

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

2018 FIAT 500c Pop

Punta Gorda, FL

UnscoredInsufficient · 0
$13,38737,538 mi

Punta Gorda, FL

2009 Mercedes-Benz SLK-Class SLK350

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

2009 Mercedes-Benz SLK-Class SLK350

Punta Gorda, FL

UnscoredInsufficient · 0
$13,70951,442 mi

Punta Gorda, FL

2018 Nissan NV200 S

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

2018 Nissan NV200 S

Punta Gorda, FL

Unscored
$13,77587,791 mi

Comparison: 5 similar vehicles

Punta Gorda, FL

2022 Kia Soul LX

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

2022 Kia Soul LX

Punta Gorda, FL

Fair PriceLimited · 12
$13,98435,235 mi

Market: $12,900 – $19,997

Comparison: 12 similar vehicles

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

Punta Gorda, FL

2017 Subaru Outback Touring

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

2017 Subaru Outback Touring

Punta Gorda, FL

Fair PriceLimited · 14
$13,984103,054 mi

Market: $14,004 – $18,139

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 42 days listed (based on current market benchmarks)

Punta Gorda, FL

2017 Kia Soul +

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

2017 Kia Soul +

Punta Gorda, FL

UnscoredInsufficient · 0
$13,98427,175 mi

Punta Gorda, FL

2014 Volkswagen Beetle R-Line

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

2014 Volkswagen Beetle R-Line

Punta Gorda, FL

UnscoredInsufficient · 0
$13,98877,879 mi

Punta Gorda, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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