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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 1, 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

1,472 listings found

2006 Mazda MX-5 Miata Base

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

2006 Mazda MX-5 Miata Base

Doral, FL

Salvage title
$9,19972,450 mi

Doral, FL

2003 Mazda Miata Shinsen

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

2003 Mazda Miata Shinsen

Doral, FL

UnscoredInsufficient · 0
$9,99787,735 mi

Doral, FL

2015 Mazda CX-9 Grand Touring

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

2015 Mazda CX-9 Grand Touring

Doral, FL

UnscoredInsufficient · 0
$10,00071,423 mi

Doral, FL

2021 Mazda Mazda3 Preferred

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

2021 Mazda Mazda3 Preferred

Doral, FL

UnscoredInsufficient · 3
$12,99899,835 mi

Comparison: 3 similar vehicles

Doral, FL

2021 Mazda MX-5 Miata Club

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

2021 Mazda MX-5 Miata Club

Doral, FL

UnscoredInsufficient · 0
$14,77776,151 mi

Doral, FL

2019 Mazda CX-5 Sport

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

2019 Mazda CX-5 Sport

Doral, FL

UnscoredInsufficient · 0
$14,98657,734 mi

Doral, FL

2018 Mazda CX-5 Touring

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

2018 Mazda CX-5 Touring

Doral, FL

Fair PriceModerate · 20
$15,09985,024 mi

Market: $14,999 – $18,590

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Doral, FL

2016 Mazda MX-5 Miata Grand Touring

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

2016 Mazda MX-5 Miata Grand Touring

Doral, FL

UnscoredInsufficient · 0
$15,29974,939 mi

Doral, FL

2018 Mazda MX-5 Miata Grand Touring

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

2018 Mazda MX-5 Miata Grand Touring

Doral, FL

UnscoredInsufficient · 0
$15,50068,479 mi

Doral, FL

2018 Mazda Mazda6 Grand Touring Reserve

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

2018 Mazda Mazda6 Grand Touring Reserve

Doral, FL

UnscoredInsufficient · 0
$15,69889,606 mi

Doral, FL

2019 Mazda CX-5 Sport

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

2019 Mazda CX-5 Sport

Doral, FL

Fair PriceModerate · 23
$15,99073,924 mi

Market: $15,056 – $18,895

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Doral, FL

2021 Mazda CX-30 Select

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

2021 Mazda CX-30 Select

Doral, FL

UnscoredInsufficient · 0
$18,79145,409 mi

Doral, FL

2016 Mazda MX-5 Miata Club

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

2016 Mazda MX-5 Miata Club

Doral, FL

UnscoredInsufficient · 0
$18,80053,931 mi

Doral, FL

2021 Mazda CX-30 Select

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

2021 Mazda CX-30 Select

Doral, FL

UnscoredInsufficient · 0
$18,89836,804 mi

Doral, FL

2024 Mazda CX-30 Select Sport

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

2024 Mazda CX-30 Select Sport

Doral, FL

UnscoredInsufficient · 4
$18,99843,983 mi

Comparison: 4 similar vehicles

Doral, FL

2023 Mazda CX-30 Select

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

2023 Mazda CX-30 Select

Doral, FL

Unscored
$18,99834,454 mi

Comparison: 5 similar vehicles

Doral, FL

2023 Mazda CX-30 Preferred

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

2023 Mazda CX-30 Preferred

Doral, FL

Unscored
$18,99849,016 mi

Comparison: 7 similar vehicles

Doral, FL

2024 Mazda CX-30 S

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

2024 Mazda CX-30 S

Doral, FL

Fair PriceLimited · 13
$19,97731,399 mi

Market: $18,988 – $20,383

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Doral, FL

2024 Mazda CX-30 S

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

2024 Mazda CX-30 S

Doral, FL

Fair PriceLimited · 18
$19,97729,251 mi

Market: $18,988 – $23,767

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Doral, FL

2024 Mazda CX-30 S

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

2024 Mazda CX-30 S

Doral, FL

Fair PriceLimited · 18
$19,97725,259 mi

Market: $18,988 – $23,767

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Doral, FL

2023 Mazda CX-30 Select

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

2023 Mazda CX-30 Select

Doral, FL

Unscored
$19,97730,785 mi

Comparison: 5 similar vehicles

Doral, FL

2020 Mazda CX-9 Grand Touring

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

2020 Mazda CX-9 Grand Touring

Doral, FL

Unscored
$19,97782,352 mi

Comparison: 6 similar vehicles

Doral, FL

2024 Mazda CX-30 S

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

2024 Mazda CX-30 S

Doral, FL

Fair PriceLimited · 18
$19,99823,409 mi

Market: $18,988 – $23,767

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Doral, FL

2024 Mazda CX-30 Select Sport

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

2024 Mazda CX-30 Select Sport

Doral, FL

Fair PriceModerate · 45
$19,99829,329 mi

Market: $15,900 – $25,481

Comparison: 45 similar vehicles

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

Doral, FL

2023 Mazda CX-30 Select

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

2023 Mazda CX-30 Select

Doral, FL

Fair PriceLimited · 12
$19,99829,235 mi

Market: $18,800 – $22,490

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Doral, FL

2023 Mazda CX-30 Select

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

2023 Mazda CX-30 Select

Doral, FL

Unscored
$19,99830,551 mi

Comparison: 5 similar vehicles

Doral, FL

2023 Mazda Mazda3 Select

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

2023 Mazda Mazda3 Select

Doral, FL

UnscoredInsufficient · 0
$19,99818,650 mi

Doral, FL

2017 Mazda CX-5 Grand Touring

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

2017 Mazda CX-5 Grand Touring

Doral, FL

UnscoredInsufficient · 0
$19,99858,421 mi

Doral, FL

2023 Mazda CX-30 Select

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

2023 Mazda CX-30 Select

Doral, FL

Fair PriceLimited · 12
$20,67725,680 mi

Market: $18,800 – $22,490

Comparison: 12 similar vehicles

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

Doral, FL

2024 Mazda CX-30 Select Sport

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

2024 Mazda CX-30 Select Sport

Doral, FL

Fair PriceModerate · 46
$20,97727,565 mi

Market: $15,900 – $25,481

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Doral, FL

2025 Mazda Mazda3 Select Sport

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

2025 Mazda Mazda3 Select Sport

Doral, FL

UnscoredInsufficient · 0
$20,99034,080 mi

Doral, FL

2024 Mazda CX-30 S

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

2024 Mazda CX-30 S

Doral, FL

Fair PriceModerate · 20
$20,99016,602 mi

Market: $18,900 – $26,269

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Doral, FL

2024 Mazda CX-30 Select Sport

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

2024 Mazda CX-30 Select Sport

Doral, FL

Fair PriceModerate · 21
$20,99811,975 mi

Market: $20,998 – $24,267

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Doral, FL

2024 Mazda CX-30 Select Sport

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

2024 Mazda CX-30 Select Sport

Doral, FL

Fair PriceModerate · 45
$20,99827,166 mi

Market: $15,900 – $25,481

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Doral, FL

2024 Mazda CX-30 Select Sport

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

2024 Mazda CX-30 Select Sport

Doral, FL

Fair PriceModerate · 21
$20,99810,905 mi

Market: $20,998 – $24,267

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Doral, FL

2024 Mazda CX-30 Select Sport

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

2024 Mazda CX-30 Select Sport

Doral, FL

Fair PriceModerate · 21
$20,99819,540 mi

Market: $20,998 – $24,267

Comparison: 21 similar vehicles

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

Doral, FL

2023 Mazda CX-30 Select

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

2023 Mazda CX-30 Select

Doral, FL

Unscored
$20,99818,948 mi

Comparison: 7 similar vehicles

Doral, FL

2017 Mazda CX-5 Grand Select

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

2017 Mazda CX-5 Grand Select

Doral, FL

UnscoredInsufficient · 0
$20,99857,144 mi

Doral, FL

2024 Mazda CX-30 S

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

2024 Mazda CX-30 S

Doral, FL

UnscoredInsufficient · 0
$21,2288,121 mi

Doral, FL

2025 Mazda Mazda3 Select Sport

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

2025 Mazda Mazda3 Select Sport

Doral, FL

UnscoredInsufficient · 3
$21,50011,526 mi

Comparison: 3 similar vehicles

Doral, FL

2023 Mazda CX-30 Preferred

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

2023 Mazda CX-30 Preferred

Doral, FL

Fair PriceLimited · 11
$21,50028,236 mi

Market: $19,499 – $23,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Doral, FL

2023 Mazda CX-5 S Select Package

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

2023 Mazda CX-5 S Select Package

Doral, FL

Unscored
$21,59723,434 mi

Comparison: 6 similar vehicles

Doral, FL

2023 Mazda CX-30 Premium

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

2023 Mazda CX-30 Premium

Doral, FL

UnscoredInsufficient · 4
$21,67822,216 mi

Comparison: 4 similar vehicles

Doral, FL

2024 Mazda CX-30 Select Sport

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

2024 Mazda CX-30 Select Sport

Doral, FL

Fair PriceModerate · 21
$21,87718,597 mi

Market: $20,998 – $24,267

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Doral, FL

2023 Mazda CX-30 Preferred

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

2023 Mazda CX-30 Preferred

Doral, FL

Fair PriceLimited · 11
$21,99029,560 mi

Market: $19,499 – $23,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Doral, FL

2023 Mazda CX-30 Premium

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

2023 Mazda CX-30 Premium

Doral, FL

UnscoredInsufficient · 3
$21,99036,112 mi

Comparison: 3 similar vehicles

Doral, FL

2023 Mazda CX-30 Premium

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

2023 Mazda CX-30 Premium

Doral, FL

Great DealLimited · 10
$21,99016,426 mi

Market: $24,292 – $26,771

Comparison: 10 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 32 days listed (based on current market benchmarks)

Doral, FL

2024 Mazda CX-30 Select Sport

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

2024 Mazda CX-30 Select Sport

Doral, FL

Fair PriceModerate · 21
$21,99817,914 mi

Market: $20,998 – $24,267

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Doral, FL

2024 Mazda CX-30 Preferred

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

2024 Mazda CX-30 Preferred

Doral, FL

Fair PriceLimited · 15
$21,99826,290 mi

Market: $21,590 – $24,535

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Doral, FL

2023 Mazda CX-30 Preferred

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

2023 Mazda CX-30 Preferred

Doral, FL

Fair PriceLimited · 11
$21,99823,983 mi

Market: $19,499 – $23,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Doral, 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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