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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 · October 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

356 listings found

2016 Mazda MAZDA3 i Sport

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

2016 Mazda MAZDA3 i Sport

Orange, CA

Unscored
$6,500192,155 mi

Comparison: 11 similar vehicles

Orange, CA

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Orange, CA

UnscoredInsufficient · 3
$11,13282,885 mi

Comparison: 3 similar vehicles

Orange, CA

2016 Mazda MAZDA3 i Sport

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

2016 Mazda MAZDA3 i Sport

Orange, CA

Fair PriceLimited · 11
$12,13293,579 mi

Market: $6,500 – $16,857

Comparison: 11 similar vehicles

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

Orange, CA

2023 Mazda MX-30 Premium Plus Package

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

2023 Mazda MX-30 Premium Plus Package

Orange, CA

UnscoredInsufficient · 0
$13,45062,543 mi

Orange, CA

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Orange, CA

Fair PriceLimited · 15
$13,49987,476 mi

Market: $7,400 – $15,113

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Orange, CA

2019 Mazda CX-9 Touring

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

2019 Mazda CX-9 Touring

Orange, CA

Unscored
$13,599113,512 mi

Comparison: 8 similar vehicles

Orange, CA

2017 Mazda CX-5 Touring

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

2017 Mazda CX-5 Touring

Orange, CA

Fair PriceLimited · 16
$13,622107,970 mi

Market: $11,500 – $17,998

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Orange, CA

2018 Mazda Mazda3 Touring

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

2018 Mazda Mazda3 Touring

Orange, CA

Unscored
$13,799110,123 mi

Comparison: 9 similar vehicles

Orange, CA

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

Orange, CA

Fair PriceLimited · 14
$14,199110,464 mi

Market: $13,495 – $19,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Orange, CA

2020 Mazda Mazda3 Select

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

2020 Mazda Mazda3 Select

Orange, CA

UnscoredInsufficient · 0
$14,499100,400 mi

Orange, CA

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Orange, CA

Fair PriceModerate · 21
$14,899108,179 mi

Market: $8,950 – $22,171

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Orange, CA

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Orange, CA

Fair PriceModerate · 22
$14,99968,398 mi

Market: $8,950 – $22,171

Comparison: 22 similar vehicles

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

Orange, CA

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

Orange, CA

Fair PriceLimited · 14
$15,17191,127 mi

Market: $13,495 – $19,995

Comparison: 14 similar vehicles

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

Orange, CA

2016 Mazda MAZDA3 i Touring

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

2016 Mazda MAZDA3 i Touring

Orange, CA

UnscoredInsufficient · 0
$17,07143,621 mi

Orange, CA

2022 Mazda CX-30 Premium

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

2022 Mazda CX-30 Premium

Orange, CA

UnscoredInsufficient · 3
$17,89980,250 mi

Comparison: 3 similar vehicles

Orange, CA

2019 Mazda CX-5 Touring

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

2019 Mazda CX-5 Touring

Orange, CA

Fair PriceLimited · 15
$18,59963,752 mi

Market: $13,500 – $20,160

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Orange, CA

2025 Mazda CX-30 Preferred

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

2025 Mazda CX-30 Preferred

Orange, CA

Unscored
$19,73247,225 mi

Comparison: 14 similar vehicles

Orange, CA

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

Orange, CA

Unscored
$19,98848,015 mi

Comparison: 10 similar vehicles

Orange, CA

2023 Mazda CX-5 S Preferred package

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

2023 Mazda CX-5 S Preferred package

Orange, CA

Unscored
$20,15289,867 mi

Comparison: 5 similar vehicles

Orange, CA

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

Orange, CA

Fair PriceLimited · 10
$20,19954,011 mi

Market: $19,499 – $21,158

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Orange, CA

2018 Mazda Mazda3 Grand Touring

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

2018 Mazda Mazda3 Grand Touring

Orange, CA

UnscoredInsufficient · 0
$20,85039,537 mi

Orange, CA

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

Orange, CA

UnscoredInsufficient · 0
$21,05346,081 mi

Orange, CA

2022 Mazda CX-30 Preferred

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

2022 Mazda CX-30 Preferred

Orange, CA

UnscoredInsufficient · 0
$21,41034,765 mi

Orange, CA

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

Orange, CA

UnscoredInsufficient · 4
$21,49747,410 mi

Comparison: 4 similar vehicles

Orange, CA

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

Orange, CA

UnscoredInsufficient · 0
$21,94234,398 mi

Orange, CA

2023 Mazda Mazda3 Preferred

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

2023 Mazda Mazda3 Preferred

Orange, CA

UnscoredInsufficient · 0
$21,97734,527 mi

Orange, CA

2024 Mazda CX-5 S Select Package

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

2024 Mazda CX-5 S Select Package

Orange, CA

Unscored
$22,21050,216 mi

Comparison: 9 similar vehicles

Orange, CA

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

Orange, CA

Fair PriceLimited · 19
$22,29129,149 mi

Market: $22,055 – $23,628

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1112 days listed (based on current market benchmarks)

Orange, CA

2022 Mazda Mazda3 Premium

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

2022 Mazda Mazda3 Premium

Orange, CA

UnscoredInsufficient · 0
$22,98849,587 mi

Orange, CA

2025 Mazda CX-5 S Preferred package

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

2025 Mazda CX-5 S Preferred package

Orange, CA

Fair PriceModerate · 40
$23,01048,560 mi

Market: $21,622 – $27,122

Comparison: 40 similar vehicles

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

Orange, CA

2021 Mazda CX-5 Grand Touring

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

2021 Mazda CX-5 Grand Touring

Orange, CA

UnscoredInsufficient · 0
$23,41029,528 mi

Orange, CA

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

Orange, CA

OverpricedLimited · 19
$23,46123,450 mi

Market: $22,055 – $23,115

Comparison: 19 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Orange, CA

2024 Mazda CX-50 S PREFERRED

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

2024 Mazda CX-50 S PREFERRED

Orange, CA

Unscored
$23,91452,580 mi

Comparison: 6 similar vehicles

Orange, CA

2023 Mazda CX-5 S Preferred package

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

2023 Mazda CX-5 S Preferred package

Orange, CA

Unscored
$23,99144,870 mi

Comparison: 6 similar vehicles

Orange, CA

2025 Mazda CX-50 Preferred

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

2025 Mazda CX-50 Preferred

Orange, CA

Fair PriceLimited · 14
$24,19944,853 mi

Market: $21,500 – $24,374

Comparison: 14 similar vehicles

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

Orange, CA

2025 Mazda CX-5 S Preferred package

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

2025 Mazda CX-5 S Preferred package

Orange, CA

Fair PriceLimited · 14
$24,31034,704 mi

Market: $21,989 – $29,160

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Orange, CA

2025 Mazda CX-50 Preferred

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

2025 Mazda CX-50 Preferred

Orange, CA

UnscoredInsufficient · 0
$24,51024,016 mi

Orange, CA

2023 Mazda CX-50 TURBO

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

2023 Mazda CX-50 TURBO

Orange, CA

UnscoredInsufficient · 0
$24,82271,177 mi

Orange, CA

2026 Mazda Mazda3 Select Sport

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

2026 Mazda Mazda3 Select Sport

Orange, CA

Fair PriceRobust · 256
$25,837Mileage not verified

Market: $25,027 – $31,122

Comparison: 256 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Orange, CA

2026 Mazda Mazda3 Select Sport

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

2026 Mazda Mazda3 Select Sport

Orange, CA

Fair PriceRobust · 256
$26,072Mileage not verified

Market: $25,027 – $31,122

Comparison: 256 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Orange, CA

2023 Mazda CX-30 Turbo Premium Plus

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

2023 Mazda CX-30 Turbo Premium Plus

Orange, CA

Unscored
$26,23127,020 mi

Comparison: 6 similar vehicles

Orange, CA

2025 Mazda CX-90 Premium Sport

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

2025 Mazda CX-90 Premium Sport

Orange, CA

UnscoredInsufficient · 0
$26,61053,539 mi

Orange, CA

2025 Mazda CX-30 Premium

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

2025 Mazda CX-30 Premium

Orange, CA

UnscoredInsufficient · 4
$26,68123,842 mi

Comparison: 4 similar vehicles

Orange, CA

2026 Mazda Mazda3 Select Sport

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

2026 Mazda Mazda3 Select Sport

Orange, CA

Fair PriceRobust · 257
$27,045Mileage not verified

Market: $25,027 – $31,122

Comparison: 257 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Orange, CA

2026 Mazda Mazda3 Select Sport

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

2026 Mazda Mazda3 Select Sport

Orange, CA

Fair PriceRobust · 257
$27,230Mileage not verified

Market: $25,027 – $31,122

Comparison: 257 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Orange, CA

2023 Mazda MX-5 Miata RF Grand Touring

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

2023 Mazda MX-5 Miata RF Grand Touring

Orange, CA

UnscoredInsufficient · 0
$27,46215,405 mi

Orange, CA

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Orange, CA

Fair PriceRobust · 162
$27,637Mileage not verified

Market: $26,707 – $31,686

Comparison: 162 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Orange, CA

2026 Mazda Mazda3 Select Sport

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

2026 Mazda Mazda3 Select Sport

Orange, CA

Fair PriceRobust · 257
$27,675Mileage not verified

Market: $25,027 – $31,122

Comparison: 257 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Orange, CA

2026 Mazda CX-30 S

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

2026 Mazda CX-30 S

Orange, CA

Fair PriceModerate · 46
$27,970Mileage not verified

Market: $26,573 – $28,640

Comparison: 46 similar vehicles

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

Orange, CA

2024 Mazda CX-90 Turbo Preferred Package

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

2024 Mazda CX-90 Turbo Preferred Package

Orange, CA

UnscoredInsufficient · 0
$28,01017,854 mi

Orange, CA

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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