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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 6, 2026

7.1M+

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

40 listings found

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Hialeah Gardens, FL

Unscored
$4,895159,555 mi

Comparison: 19 similar vehicles

Hialeah Gardens, FL

2014 Isuzu NPR HD

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

2014 Isuzu NPR HD

Hialeah Gardens, FL

UnscoredInsufficient · 0
$5,352Mileage not verified

Hialeah Gardens, FL

2017 Nissan Titan S

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

2017 Nissan Titan S

Hialeah Gardens, FL

Unscored
$5,900106,866 mi

Comparison: 5 similar vehicles

Hialeah Gardens, FL

2016 Nissan Altima SV

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

2016 Nissan Altima SV

Hialeah Gardens, FL

Unscored
$7,000135,254 mi

Comparison: 11 similar vehicles

Hialeah Gardens, FL

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Hialeah Gardens, FL

Unscored
$7,000144,562 mi

Comparison: 6 similar vehicles

Hialeah Gardens, FL

2016 Isuzu NRR

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

2016 Isuzu NRR

Hialeah Gardens, FL

UnscoredInsufficient · 0
$7,352257,468 mi

Hialeah Gardens, FL

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Hialeah Gardens, FL

UnscoredInsufficient · 0
$9,98555,491 mi

Hialeah Gardens, FL

2020 Hyundai Santa Fe SE

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

2020 Hyundai Santa Fe SE

Hialeah Gardens, FL

Unscored
$9,995124,497 mi

Comparison: 22 similar vehicles

Hialeah Gardens, FL

2016 Honda Odyssey SE

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

2016 Honda Odyssey SE

Hialeah Gardens, FL

Unscored
$12,000154,123 mi

Comparison: 5 similar vehicles

Hialeah Gardens, FL

2019 BMW 5 Series 530i

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

2019 BMW 5 Series 530i

Hialeah Gardens, FL

Fair PriceModerate · 20
$12,89592,998 mi

Market: $9,500 – $23,999

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2022 Kia FORTE LXS

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

2022 Kia FORTE LXS

Hialeah Gardens, FL

UnscoredInsufficient · 3
$13,90046,735 mi

Comparison: 3 similar vehicles

Hialeah Gardens, FL

2023 Hyundai Santa Fe SEL

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

2023 Hyundai Santa Fe SEL

Hialeah Gardens, FL

Fair PriceModerate · 33
$16,89563,732 mi

Market: $15,985 – $26,990

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2025 Kia Soul LX

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

2025 Kia Soul LX

Hialeah Gardens, FL

Fair PriceModerate · 28
$16,90024,421 mi

Market: $14,999 – $19,590

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2023 Kia K5 LXS

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

2023 Kia K5 LXS

Hialeah Gardens, FL

Fair PriceLimited · 15
$16,90060,680 mi

Market: $13,991 – $18,798

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 203 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2018 RAM 1500 Pickup Sport

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

2018 RAM 1500 Pickup Sport

Hialeah Gardens, FL

UnscoredInsufficient · 0
$16,995102,350 mi

Hialeah Gardens, FL

2022 Volkswagen Atlas SEL Premium R-Line

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

2022 Volkswagen Atlas SEL Premium R-Line

Hialeah Gardens, FL

Salvage title
$17,50077,793 mi

Hialeah Gardens, FL

2023 Kia K5 GT

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

2023 Kia K5 GT

Hialeah Gardens, FL

UnscoredInsufficient · 3
$17,995108,985 mi

Comparison: 3 similar vehicles

Hialeah Gardens, FL

2022 Kia FORTE GT

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

2022 Kia FORTE GT

Hialeah Gardens, FL

UnscoredInsufficient · 0
$17,99528,528 mi

Hialeah Gardens, FL

2025 Hyundai Elantra SE

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

2025 Hyundai Elantra SE

Hialeah Gardens, FL

Fair PriceModerate · 36
$18,99511,556 mi

Market: $15,999 – $20,985

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2026 Kia Niro LX

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

2026 Kia Niro LX

Hialeah Gardens, FL

UnscoredInsufficient · 4
$19,89512,914 mi

Comparison: 4 similar vehicles

Hialeah Gardens, FL

2024 Toyota Corolla SE

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

2024 Toyota Corolla SE

Hialeah Gardens, FL

Fair PriceLimited · 10
$19,98545,644 mi

Market: $19,700 – $23,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2025 VinFast VF 8 Eco

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

2025 VinFast VF 8 Eco

Hialeah Gardens, FL

Salvage title
$20,000Mileage not verified

Hialeah Gardens, FL

2026 Nissan Rogue SV

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

2026 Nissan Rogue SV

Hialeah Gardens, FL

Great DealModerate · 47
$22,8952,007 mi

Market: $24,110 – $29,328

Comparison: 47 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 98 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2025 Honda Civic Sport

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

2025 Honda Civic Sport

Hialeah Gardens, FL

Fair PriceModerate · 22
$22,8957,296 mi

Market: $16,499 – $29,740

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2024 Toyota Camry SE

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

2024 Toyota Camry SE

Hialeah Gardens, FL

Great DealLimited · 17
$23,8959,464 mi

Market: $27,960 – $29,092

Comparison: 17 similar vehicles

Competitively priced ~15% below the typical range compared to similar vehicles · 147 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2024 Honda Accord EX

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

2024 Honda Accord EX

Hialeah Gardens, FL

Fair PriceRobust · 123
$23,90017,489 mi

Market: $19,990 – $28,275

Comparison: 123 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 203 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2024 Nissan Murano SV

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

2024 Nissan Murano SV

Hialeah Gardens, FL

Great DealModerate · 28
$23,99510,104 mi

Market: $25,585 – $28,089

Comparison: 28 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 182 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2019 Cadillac Escalade Platinum

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

2019 Cadillac Escalade Platinum

Hialeah Gardens, FL

UnscoredInsufficient · 3
$25,89599,306 mi

Comparison: 3 similar vehicles

Hialeah Gardens, FL

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

Hialeah Gardens, FL

UnscoredInsufficient · 4
$26,89536,989 mi

Comparison: 4 similar vehicles

Hialeah Gardens, FL

2022 Toyota Highlander XSE

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

2022 Toyota Highlander XSE

Hialeah Gardens, FL

Unscored
$27,99596,260 mi

Comparison: 16 similar vehicles

Hialeah Gardens, FL

2025 Jeep Wrangler 4-Door Sahara

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

2025 Jeep Wrangler 4-Door Sahara

Hialeah Gardens, FL

Unscored
$28,89532,790 mi

Comparison: 6 similar vehicles

Hialeah Gardens, FL

2024 Mazda CX-90 Turbo Premium Package

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

2024 Mazda CX-90 Turbo Premium Package

Hialeah Gardens, FL

Fair PriceLimited · 19
$28,89532,794 mi

Market: $25,900 – $30,490

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2026 Hyundai Santa Fe SEL

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

2026 Hyundai Santa Fe SEL

Hialeah Gardens, FL

Fair PriceModerate · 41
$31,8951,250 mi

Market: $25,999 – $37,299

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2019 Chevrolet Corvette 1LT

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

2019 Chevrolet Corvette 1LT

Hialeah Gardens, FL

Great DealLimited · 17
$33,89517,580 mi

Market: $50,998 – $61,492

Comparison: 17 similar vehicles

Competitively priced ~34% below the typical range compared to similar vehicles · 147 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2025 Chevrolet Silverado 1500 LT

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

2025 Chevrolet Silverado 1500 LT

Hialeah Gardens, FL

Fair PriceLimited · 17
$34,89537,144 mi

Market: $33,000 – $39,990

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 203 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2024 Tesla Model Y Performance

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

2024 Tesla Model Y Performance

Hialeah Gardens, FL

UnscoredInsufficient · 0
$34,89526,201 mi

Hialeah Gardens, FL

2025 Toyota Tacoma TRD Off Road

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

2025 Toyota Tacoma TRD Off Road

Hialeah Gardens, FL

Fair PriceModerate · 21
$38,89514,663 mi

Market: $38,240 – $42,619

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Hialeah Gardens, FL

2023 Chrysler 300 C

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

2023 Chrysler 300 C

Hialeah Gardens, FL

UnscoredInsufficient · 0
$42,89533,778 mi

Hialeah Gardens, FL

2023 Dodge Challenger R/T

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

2023 Dodge Challenger R/T

Hialeah Gardens, FL

OverpricedModerate · 21
$43,89512,573 mi

Market: $30,702 – $32,962

Comparison: 21 similar vehicles

Priced ~33% above the typical market range for similar vehicles (based on current market benchmarks)

Hialeah Gardens, FL

2023 Chevrolet Corvette 3LT

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

2023 Chevrolet Corvette 3LT

Hialeah Gardens, FL

UnscoredInsufficient · 0
$59,99553,714 mi

Hialeah Gardens, FL

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 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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