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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

80 listings found

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Apollo Beach, FL

UnscoredInsufficient · 3
$3,99978,915 mi

Comparison: 3 similar vehicles

Apollo Beach, FL

2013 Chevrolet Impala LTZ

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

2013 Chevrolet Impala LTZ

Apollo Beach, FL

Unscored
$5,999144,883 mi

Comparison: 6 similar vehicles

Apollo Beach, FL

2013 Dodge Dart Rallye

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

2013 Dodge Dart Rallye

Apollo Beach, FL

UnscoredInsufficient · 0
$6,000106,243 mi

Apollo Beach, FL

2014 Ford Escape SE

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

2014 Ford Escape SE

Apollo Beach, FL

Unscored
$6,222130,840 mi

Comparison: 29 similar vehicles

Apollo Beach, FL

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Apollo Beach, FL

Unscored
$6,400141,086 mi

Comparison: 26 similar vehicles

Apollo Beach, FL

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Apollo Beach, FL

Unscored
$6,999219,999 mi

Comparison: 6 similar vehicles

Apollo Beach, FL

2014 Nissan Altima S

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

2014 Nissan Altima S

Apollo Beach, FL

Unscored
$7,999141,239 mi

Comparison: 11 similar vehicles

Apollo Beach, FL

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Apollo Beach, FL

Unscored
$8,881134,124 mi

Comparison: 15 similar vehicles

Apollo Beach, FL

2016 Honda Civic EX

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

2016 Honda Civic EX

Apollo Beach, FL

Salvage title
$9,999135,901 mi

Apollo Beach, FL

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Apollo Beach, FL

Unscored
$9,999133,199 mi

Comparison: 5 similar vehicles

Apollo Beach, FL

2011 Toyota Tundra Grade

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

2011 Toyota Tundra Grade

Apollo Beach, FL

UnscoredInsufficient · 4
$9,999198,403 mi

Comparison: 4 similar vehicles

Apollo Beach, FL

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Apollo Beach, FL

Unscored
$9,999210,936 mi

Comparison: 9 similar vehicles

Apollo Beach, FL

2019 Ford Escape Titanium

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

2019 Ford Escape Titanium

Apollo Beach, FL

Unscored
$10,555129,285 mi

Comparison: 13 similar vehicles

Apollo Beach, FL

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Apollo Beach, FL

OverpricedLimited · 12
$10,55573,667 mi

Market: $5,000 – $9,900

Comparison: 12 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Apollo Beach, FL

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Apollo Beach, FL

Fair PriceLimited · 11
$10,999106,664 mi

Market: $4,999 – $14,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Apollo Beach, FL

2019 Hyundai Kona Limited

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

2019 Hyundai Kona Limited

Apollo Beach, FL

Unscored
$11,222114,110 mi

Comparison: 5 similar vehicles

Apollo Beach, FL

2016 Lincoln MKZ Base

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

2016 Lincoln MKZ Base

Apollo Beach, FL

Unscored
$11,44174,082 mi

Comparison: 5 similar vehicles

Apollo Beach, FL

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Apollo Beach, FL

Fair PriceModerate · 24
$11,77186,313 mi

Market: $5,495 – $13,857

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Apollo Beach, FL

2017 Nissan Pathfinder SL

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

2017 Nissan Pathfinder SL

Apollo Beach, FL

Unscored
$11,777101,357 mi

Comparison: 5 similar vehicles

Apollo Beach, FL

2017 RAM 1500 Pickup Laramie Longhorn

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

2017 RAM 1500 Pickup Laramie Longhorn

Apollo Beach, FL

Unscored
$11,888165,874 mi

Comparison: 7 similar vehicles

Apollo Beach, FL

2016 Hyundai Tucson Limited

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

2016 Hyundai Tucson Limited

Apollo Beach, FL

Unscored
$11,991126,690 mi

Comparison: 8 similar vehicles

Apollo Beach, FL

2011 RAM 1500 Pickup SLT

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

2011 RAM 1500 Pickup SLT

Apollo Beach, FL

UnscoredInsufficient · 4
$11,991166,762 mi

Comparison: 4 similar vehicles

Apollo Beach, FL

2017 Cadillac XT5 Base

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

2017 Cadillac XT5 Base

Apollo Beach, FL

Unscored
$12,222128,005 mi

Comparison: 15 similar vehicles

Apollo Beach, FL

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Apollo Beach, FL

Unscored
$12,99173,948 mi

Comparison: 9 similar vehicles

Apollo Beach, FL

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Apollo Beach, FL

Unscored
$12,991177,763 mi

Comparison: 31 similar vehicles

Apollo Beach, FL

2018 Chevrolet Silverado 1500 LTZ

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

2018 Chevrolet Silverado 1500 LTZ

Apollo Beach, FL

Unscored
$12,991173,358 mi

Comparison: 7 similar vehicles

Apollo Beach, FL

2016 Audi Q3 Prestige

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

2016 Audi Q3 Prestige

Apollo Beach, FL

Unscored
$12,99197,259 mi

Comparison: 9 similar vehicles

Apollo Beach, FL

2021 Toyota C-HR XLE

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

2021 Toyota C-HR XLE

Apollo Beach, FL

Unscored
$12,999121,411 mi

Comparison: 41 similar vehicles

Apollo Beach, FL

2016 Nissan Altima SL

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

2016 Nissan Altima SL

Apollo Beach, FL

Unscored
$12,99994,338 mi

Comparison: 8 similar vehicles

Apollo Beach, FL

2015 Ford Mustang V6

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

2015 Ford Mustang V6

Apollo Beach, FL

Fair PriceLimited · 12
$12,99983,543 mi

Market: $13,389 – $16,900

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 38 days listed (based on current market benchmarks)

Apollo Beach, FL

2011 RAM 1500 Pickup Sport

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

2011 RAM 1500 Pickup Sport

Apollo Beach, FL

UnscoredInsufficient · 0
$13,333132,589 mi

Apollo Beach, FL

2011 Toyota Tacoma Base

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

2011 Toyota Tacoma Base

Apollo Beach, FL

Unscored
$13,555149,319 mi

Comparison: 5 similar vehicles

Apollo Beach, FL

2018 Nissan Frontier SV

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

2018 Nissan Frontier SV

Apollo Beach, FL

Unscored
$13,777135,581 mi

Comparison: 12 similar vehicles

Apollo Beach, FL

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Apollo Beach, FL

Unscored
$13,881165,252 mi

Comparison: 6 similar vehicles

Apollo Beach, FL

2018 Hyundai Santa Fe Sport

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

2018 Hyundai Santa Fe Sport

Apollo Beach, FL

UnscoredInsufficient · 3
$13,99948,318 mi

Comparison: 3 similar vehicles

Apollo Beach, FL

2021 Chevrolet Silverado 1500 Work Truck

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

2021 Chevrolet Silverado 1500 Work Truck

Apollo Beach, FL

Fair PriceModerate · 20
$14,444115,790 mi

Market: $12,995 – $24,900

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Apollo Beach, FL

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Apollo Beach, FL

Great DealLimited · 10
$14,99156,587 mi

Market: $18,348 – $18,981

Comparison: 10 similar vehicles

Competitively priced ~18% below the typical range compared to similar vehicles · 38 days listed (based on current market benchmarks)

Apollo Beach, FL

2021 Honda Civic Sport

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

2021 Honda Civic Sport

Apollo Beach, FL

Fair PriceModerate · 46
$14,999113,610 mi

Market: $9,600 – $21,998

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Apollo Beach, FL

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Apollo Beach, FL

Fair PriceModerate · 21
$14,99973,940 mi

Market: $12,495 – $19,395

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Apollo Beach, FL

2019 Hyundai Tucson SE

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

2019 Hyundai Tucson SE

Apollo Beach, FL

UnscoredInsufficient · 0
$14,99934,280 mi

Apollo Beach, FL

2018 Dodge Durango GT

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

2018 Dodge Durango GT

Apollo Beach, FL

Unscored
$14,999103,512 mi

Comparison: 7 similar vehicles

Apollo Beach, FL

2012 RAM 1500 Pickup Laramie Longhorn

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

2012 RAM 1500 Pickup Laramie Longhorn

Apollo Beach, FL

UnscoredInsufficient · 0
$15,551137,458 mi

Apollo Beach, FL

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Apollo Beach, FL

Unscored
$15,777145,945 mi

Comparison: 28 similar vehicles

Apollo Beach, FL

2014 GMC Sierra 1500 SLE

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

2014 GMC Sierra 1500 SLE

Apollo Beach, FL

Unscored
$16,444156,803 mi

Comparison: 15 similar vehicles

Apollo Beach, FL

2022 Chevrolet Silverado 1500 Work Truck

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

2022 Chevrolet Silverado 1500 Work Truck

Apollo Beach, FL

Unscored
$16,999100,146 mi

Comparison: 9 similar vehicles

Apollo Beach, FL

2020 Jeep Wrangler Unlimited Sahara

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

2020 Jeep Wrangler Unlimited Sahara

Apollo Beach, FL

Great DealLimited · 13
$16,99997,834 mi

Market: $17,889 – $27,387

Comparison: 13 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 38 days listed (based on current market benchmarks)

Apollo Beach, FL

2022 Toyota Camry SE

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

2022 Toyota Camry SE

Apollo Beach, FL

Fair PriceModerate · 23
$17,55599,273 mi

Market: $16,349 – $24,117

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Apollo Beach, FL

2019 Chevrolet Silverado 1500 LD LT

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

2019 Chevrolet Silverado 1500 LD LT

Apollo Beach, FL

Fair PriceLimited · 10
$17,99192,059 mi

Market: $15,495 – $22,495

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Apollo Beach, FL

2021 Chevrolet Colorado Work Truck

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

2021 Chevrolet Colorado Work Truck

Apollo Beach, FL

Fair PriceModerate · 33
$17,99984,076 mi

Market: $13,000 – $23,450

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Apollo Beach, FL

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

Apollo Beach, FL

Fair PriceModerate · 44
$17,999105,958 mi

Market: $14,995 – $24,758

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Apollo Beach, FL

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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