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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 8, 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

4,844 listings found

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Coral Gables, FL

Unscored
$3,995100,250 mi

Comparison: 5 similar vehicles

Coral Gables, FL

2014 Nissan Versa Sedan S

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

2014 Nissan Versa Sedan S

Coral Gables, FL

UnscoredInsufficient · 0
$4,99597,039 mi

Coral Gables, FL

2012 Hyundai Elantra Limited

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

2012 Hyundai Elantra Limited

Coral Gables, FL

Unscored
$4,995189,714 mi

Comparison: 7 similar vehicles

Coral Gables, FL

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Coral Gables, FL

UnscoredInsufficient · 0
$5,495185,308 mi

Coral Gables, FL

2013 Subaru Legacy I Premium

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

2013 Subaru Legacy I Premium

Coral Gables, FL

UnscoredInsufficient · 0
$5,995162,333 mi

Coral Gables, FL

2009 BMW 1 Series 128i

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

2009 BMW 1 Series 128i

Coral Gables, FL

Salvage title
$5,995169,297 mi

Coral Gables, FL

2016 Ford Escape SE

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

2016 Ford Escape SE

Coral Gables, FL

Fair PriceLimited · 19
$6,995100,112 mi

Market: $3,300 – $8,991

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 407 days listed (based on current market benchmarks)

Coral Gables, FL

2016 Audi A3 Sedan Premium

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

2016 Audi A3 Sedan Premium

Coral Gables, FL

Unscored
$6,995143,629 mi

Comparison: 11 similar vehicles

Coral Gables, FL

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Coral Gables, FL

Unscored
$7,990118,245 mi

Comparison: 7 similar vehicles

Coral Gables, FL

2015 Nissan Altima Base

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

2015 Nissan Altima Base

Coral Gables, FL

UnscoredInsufficient · 0
$7,995126,054 mi

Coral Gables, FL

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Coral Gables, FL

UnscoredInsufficient · 4
$7,995110,500 mi

Comparison: 4 similar vehicles

Coral Gables, FL

2014 Ford Escape SE

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

2014 Ford Escape SE

Coral Gables, FL

OverpricedModerate · 20
$7,995130,230 mi

Market: $2,999 – $7,989

Comparison: 20 similar vehicles

Coral Gables, FL

2020 Kia Optima LX

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

2020 Kia Optima LX

Coral Gables, FL

Fair PriceModerate · 23
$8,995103,446 mi

Market: $6,500 – $12,400

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 467 days listed (based on current market benchmarks)

Coral Gables, FL

2018 Hyundai Sonata SE

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

2018 Hyundai Sonata SE

Coral Gables, FL

Fair PriceModerate · 20
$8,995100,369 mi

Market: $4,190 – $13,000

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 607 days listed (based on current market benchmarks)

Coral Gables, FL

2017 Hyundai Sonata Limited

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

2017 Hyundai Sonata Limited

Coral Gables, FL

UnscoredInsufficient · 3
$8,995115,589 mi

Comparison: 3 similar vehicles

Coral Gables, FL

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Coral Gables, FL

Unscored
$8,995145,723 mi

Comparison: 11 similar vehicles

Coral Gables, FL

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Coral Gables, FL

Unscored
$8,995101,437 mi

Comparison: 6 similar vehicles

Coral Gables, FL

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Coral Gables, FL

UnscoredInsufficient · 4
$8,99599,869 mi

Comparison: 4 similar vehicles

Coral Gables, FL

2015 Kia Optima EX

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

2015 Kia Optima EX

Coral Gables, FL

Unscored
$8,99591,323 mi

Comparison: 19 similar vehicles

Coral Gables, FL

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Coral Gables, FL

Unscored
$8,99591,267 mi

Comparison: 8 similar vehicles

Coral Gables, FL

2012 Honda Accord LX

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

2012 Honda Accord LX

Coral Gables, FL

UnscoredInsufficient · 4
$8,995123,382 mi

Comparison: 4 similar vehicles

Coral Gables, FL

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Coral Gables, FL

Unscored
$9,506116,122 mi

Comparison: 5 similar vehicles

Coral Gables, FL

2018 Hyundai Elantra GT

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

2018 Hyundai Elantra GT

Coral Gables, FL

UnscoredInsufficient · 4
$9,995109,221 mi

Comparison: 4 similar vehicles

Coral Gables, FL

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Coral Gables, FL

UnscoredInsufficient · 4
$9,995108,693 mi

Comparison: 4 similar vehicles

Coral Gables, FL

2015 Dodge Charger SE

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

2015 Dodge Charger SE

Coral Gables, FL

Unscored
$9,995129,307 mi

Comparison: 7 similar vehicles

Coral Gables, FL

2020 Kia FORTE LXS

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

2020 Kia FORTE LXS

Coral Gables, FL

Fair PriceLimited · 13
$10,99583,964 mi

Market: $8,900 – $21,652

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Coral Gables, FL

2019 Ford Fusion Hybrid Titanium

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

2019 Ford Fusion Hybrid Titanium

Coral Gables, FL

UnscoredInsufficient · 0
$10,995111,621 mi

Coral Gables, FL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Coral Gables, FL

Fair PriceModerate · 20
$10,995106,464 mi

Market: $7,900 – $14,200

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 607 days listed (based on current market benchmarks)

Coral Gables, FL

2018 Honda HR-V LX

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

2018 Honda HR-V LX

Coral Gables, FL

UnscoredInsufficient · 4
$10,995133,065 mi

Comparison: 4 similar vehicles

Coral Gables, FL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Coral Gables, FL

Fair PriceModerate · 20
$10,995116,086 mi

Market: $7,900 – $14,200

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Coral Gables, FL

2015 Audi A6 Premium Plus

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

2015 Audi A6 Premium Plus

Coral Gables, FL

UnscoredInsufficient · 4
$10,995123,900 mi

Comparison: 4 similar vehicles

Coral Gables, FL

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Coral Gables, FL

Unscored
$10,99592,201 mi

Comparison: 6 similar vehicles

Coral Gables, FL

2020 Chrysler Pacifica Touring L

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

2020 Chrysler Pacifica Touring L

Coral Gables, FL

Unscored
$11,995145,729 mi

Comparison: 13 similar vehicles

Coral Gables, FL

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Coral Gables, FL

Fair PriceModerate · 30
$11,995109,519 mi

Market: $6,590 – $20,000

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 192 days listed (based on current market benchmarks)

Coral Gables, FL

2019 Toyota Corolla SE

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

2019 Toyota Corolla SE

Coral Gables, FL

Salvage title
$11,99567,323 mi

Coral Gables, FL

2019 Hyundai Tucson SEL

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

2019 Hyundai Tucson SEL

Coral Gables, FL

UnscoredInsufficient · 3
$11,99592,290 mi

Comparison: 3 similar vehicles

Coral Gables, FL

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Coral Gables, FL

Unscored
$12,99576,828 mi

Comparison: 5 similar vehicles

Coral Gables, FL

2019 Nissan Altima S

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

2019 Nissan Altima S

Coral Gables, FL

Fair PriceModerate · 31
$12,995107,747 mi

Market: $6,500 – $16,639

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 215 days listed (based on current market benchmarks)

Coral Gables, FL

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Coral Gables, FL

Fair PriceModerate · 28
$12,99580,693 mi

Market: $4,990 – $14,554

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 407 days listed (based on current market benchmarks)

Coral Gables, FL

2017 Honda Civic EX

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

2017 Honda Civic EX

Coral Gables, FL

UnscoredInsufficient · 3
$12,995104,734 mi

Comparison: 3 similar vehicles

Coral Gables, FL

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Coral Gables, FL

Fair PriceRobust · 69
$12,995105,980 mi

Market: $6,290 – $17,043

Comparison: 69 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 239 days listed (based on current market benchmarks)

Coral Gables, FL

2015 Honda CR-V EX-L

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

2015 Honda CR-V EX-L

Coral Gables, FL

Unscored
$12,995122,000 mi

Comparison: 7 similar vehicles

Coral Gables, FL

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Coral Gables, FL

UnscoredInsufficient · 3
$12,995117,074 mi

Comparison: 3 similar vehicles

Coral Gables, FL

2021 Toyota Corolla SE

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

2021 Toyota Corolla SE

Coral Gables, FL

Salvage title
$13,995108,597 mi

Coral Gables, FL

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Coral Gables, FL

Fair PriceModerate · 27
$13,99586,685 mi

Market: $4,790 – $15,000

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Coral Gables, FL

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

Coral Gables, FL

Unscored
$13,995131,672 mi

Comparison: 27 similar vehicles

Coral Gables, FL

2019 Chrysler Pacifica Touring L

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

2019 Chrysler Pacifica Touring L

Coral Gables, FL

Unscored
$13,995101,073 mi

Comparison: 7 similar vehicles

Coral Gables, FL

2018 Chevrolet Traverse 3LT

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

2018 Chevrolet Traverse 3LT

Coral Gables, FL

Unscored
$13,995120,076 mi

Comparison: 6 similar vehicles

Coral Gables, FL

2018 Volkswagen Atlas SE w/Tech

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

2018 Volkswagen Atlas SE w/Tech

Coral Gables, FL

Unscored
$13,995108,197 mi

Comparison: 7 similar vehicles

Coral Gables, FL

2017 Audi A4 Premium

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

2017 Audi A4 Premium

Coral Gables, FL

Fair PriceLimited · 11
$13,99599,072 mi

Market: $4,950 – $16,425

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 217 days listed (based on current market benchmarks)

Coral Gables, 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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