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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 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

117 listings found

2011 Mazda CX-7 s Grand Touring

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

2011 Mazda CX-7 s Grand Touring

Covington, LA

UnscoredInsufficient · 0
$12,45765,394 mi

Covington, LA

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

Covington, LA

UnscoredInsufficient · 3
$14,995123,462 mi

Comparison: 3 similar vehicles

Covington, LA

2018 Mazda Mazda3 Sport

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

2018 Mazda Mazda3 Sport

Covington, LA

UnscoredInsufficient · 0
$15,99894,515 mi

Covington, LA

2017 Mazda MX-5 Miata RF Club

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

2017 Mazda MX-5 Miata RF Club

Covington, LA

UnscoredInsufficient · 0
$16,439105,247 mi

Covington, LA

2019 Mazda CX-5 Grand Touring

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

2019 Mazda CX-5 Grand Touring

Covington, LA

Fair PriceLimited · 15
$17,75098,249 mi

Market: $17,920 – $19,998

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 26 days listed (based on current market benchmarks)

Covington, LA

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

Covington, LA

UnscoredInsufficient · 0
$20,36735,911 mi

Covington, LA

2020 Mazda CX-5 Sport

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

2020 Mazda CX-5 Sport

Covington, LA

UnscoredInsufficient · 0
$20,99856,579 mi

Covington, LA

2021 Mazda CX-30 Premium

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

2021 Mazda CX-30 Premium

Covington, LA

UnscoredInsufficient · 0
$22,08352,100 mi

Covington, LA

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

Covington, LA

UnscoredInsufficient · 0
$22,24060,195 mi

Covington, LA

2023 Mazda CX-5 S Premium Plus package

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

2023 Mazda CX-5 S Premium Plus package

Covington, LA

UnscoredInsufficient · 0
$23,36979,680 mi

Covington, LA

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

Covington, LA

Unscored
$23,92139,784 mi

Comparison: 6 similar vehicles

Covington, LA

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

Covington, LA

UnscoredInsufficient · 0
$23,99833,924 mi

Covington, LA

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

Covington, LA

Fair PriceLimited · 15
$24,29351,364 mi

Market: $23,990 – $26,963

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Covington, LA

2026 Mazda Mazda3 S

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

2026 Mazda Mazda3 S

Covington, LA

Unscored
$24,863Mileage not verified

Comparison: 8 similar vehicles

Covington, LA

2025 Mazda CX-50 Premium

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

2025 Mazda CX-50 Premium

Covington, LA

Unscored
$24,99836,263 mi

Comparison: 5 similar vehicles

Covington, LA

2024 Mazda CX-30 Carbon Edition

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

2024 Mazda CX-30 Carbon Edition

Covington, LA

UnscoredInsufficient · 0
$24,99815,973 mi

Covington, LA

2019 Mazda MX-5 Miata Grand Touring

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

2019 Mazda MX-5 Miata Grand Touring

Covington, LA

UnscoredInsufficient · 0
$25,27315,139 mi

Covington, LA

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

Covington, LA

Fair PriceLimited · 12
$25,50025,039 mi

Market: $24,980 – $28,425

Comparison: 12 similar vehicles

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

Covington, LA

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

Covington, LA

UnscoredInsufficient · 4
$25,510Mileage not verified

Comparison: 4 similar vehicles

Covington, LA

2024 Mazda CX-50 TURBO PREMIUM PLUS

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

2024 Mazda CX-50 TURBO PREMIUM PLUS

Covington, LA

UnscoredInsufficient · 0
$25,72085,273 mi

Covington, LA

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

Covington, LA

UnscoredInsufficient · 4
$26,022Mileage not verified

Comparison: 4 similar vehicles

Covington, LA

2026 Mazda CX-30 Select Sport

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

2026 Mazda CX-30 Select Sport

Covington, LA

UnscoredInsufficient · 3
$26,7305,913 mi

Comparison: 3 similar vehicles

Covington, LA

2025 Mazda CX-50 Premium

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

2025 Mazda CX-50 Premium

Covington, LA

Great DealModerate · 29
$26,99626,932 mi

Market: $28,365 – $35,073

Comparison: 29 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 50 days listed (based on current market benchmarks)

Covington, LA

2025 Mazda CX-90 Select Package

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

2025 Mazda CX-90 Select Package

Covington, LA

UnscoredInsufficient · 0
$27,99319,167 mi

Covington, LA

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Covington, LA

Unscored
$28,099125 mi

Comparison: 8 similar vehicles

Covington, LA

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Covington, LA

Unscored
$28,553Mileage not verified

Comparison: 8 similar vehicles

Covington, LA

2026 Mazda CX-30 Select Sport

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

2026 Mazda CX-30 Select Sport

Covington, LA

Fair PriceLimited · 11
$28,759Mileage not verified

Market: $28,759 – $30,139

Comparison: 11 similar vehicles

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

Covington, LA

2023 Mazda CX-9 Touring Plus

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

2023 Mazda CX-9 Touring Plus

Covington, LA

UnscoredInsufficient · 0
$29,11932,104 mi

Covington, LA

2026 Mazda CX-50 Preferred

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

2026 Mazda CX-50 Preferred

Covington, LA

UnscoredInsufficient · 0
$29,6135,301 mi

Covington, LA

2024 Mazda CX-90 Turbo Preferred Plus Package

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

2024 Mazda CX-90 Turbo Preferred Plus Package

Covington, LA

UnscoredInsufficient · 0
$29,69833,716 mi

Covington, LA

2024 Mazda CX-50 TURBO

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

2024 Mazda CX-50 TURBO

Covington, LA

UnscoredInsufficient · 0
$29,98334,476 mi

Covington, LA

2026 Mazda CX-50 Select

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

2026 Mazda CX-50 Select

Covington, LA

Fair PriceLimited · 12
$30,489Mileage not verified

Market: $30,669 – $31,199

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 54 days listed (based on current market benchmarks)

Covington, LA

2025 Mazda CX-50 Premium Plus

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

2025 Mazda CX-50 Premium Plus

Covington, LA

UnscoredInsufficient · 4
$30,9655,839 mi

Comparison: 4 similar vehicles

Covington, LA

2026 Mazda CX-30 Preferred

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

2026 Mazda CX-30 Preferred

Covington, LA

Fair PriceLimited · 11
$30,984Mileage not verified

Market: $30,457 – $31,904

Comparison: 11 similar vehicles

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

Covington, LA

2026 Mazda CX-50 Select

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

2026 Mazda CX-50 Select

Covington, LA

Fair PriceLimited · 12
$31,019Mileage not verified

Market: $30,489 – $31,199

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Covington, LA

2026 Mazda Mazda3 Carbon Edition

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

2026 Mazda Mazda3 Carbon Edition

Covington, LA

Unscored
$31,257Mileage not verified

Comparison: 6 similar vehicles

Covington, LA

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

Covington, LA

UnscoredInsufficient · 3
$31,37435,074 mi

Comparison: 3 similar vehicles

Covington, LA

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

Covington, LA

UnscoredInsufficient · 3
$32,17430,178 mi

Comparison: 3 similar vehicles

Covington, LA

2026 Mazda CX-50 Preferred

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

2026 Mazda CX-50 Preferred

Covington, LA

Fair PriceRobust · 72
$33,051Mileage not verified

Market: $33,151 – $35,972

Comparison: 72 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 69 days listed (based on current market benchmarks)

Covington, LA

2026 Mazda CX-50 Preferred

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

2026 Mazda CX-50 Preferred

Covington, LA

Fair PriceRobust · 72
$33,151Mileage not verified

Market: $33,051 – $35,972

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Covington, LA

2026 Mazda CX-50 Preferred

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

2026 Mazda CX-50 Preferred

Covington, LA

Fair PriceRobust · 72
$33,151Mileage not verified

Market: $33,051 – $35,972

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Covington, LA

2026 Mazda CX-50 Preferred

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

2026 Mazda CX-50 Preferred

Covington, LA

Fair PriceRobust · 72
$33,331Mileage not verified

Market: $33,051 – $35,972

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Covington, LA

2026 Mazda CX-50 Preferred

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

2026 Mazda CX-50 Preferred

Covington, LA

Fair PriceRobust · 72
$33,331Mileage not verified

Market: $33,051 – $35,972

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Covington, LA

2026 Mazda CX-50 Preferred

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

2026 Mazda CX-50 Preferred

Covington, LA

Fair PriceRobust · 72
$33,581Mileage not verified

Market: $33,051 – $35,972

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 166 days listed (based on current market benchmarks)

Covington, LA

2026 Mazda CX-50 Preferred

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

2026 Mazda CX-50 Preferred

Covington, LA

Fair PriceRobust · 72
$33,749Mileage not verified

Market: $33,051 – $35,972

Comparison: 72 similar vehicles

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

Covington, LA

2026 Mazda CX-50 Meridian Edition

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

2026 Mazda CX-50 Meridian Edition

Covington, LA

Fair PriceModerate · 43
$34,312Mileage not verified

Market: $33,733 – $43,750

Comparison: 43 similar vehicles

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

Covington, LA

2026 Mazda CX-30 Premium

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

2026 Mazda CX-30 Premium

Covington, LA

Fair PriceLimited · 11
$35,519125 mi

Market: $33,650 – $35,881

Comparison: 11 similar vehicles

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

Covington, LA

2026 Mazda CX-30 Premium

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

2026 Mazda CX-30 Premium

Covington, LA

Fair PriceLimited · 11
$35,519155 mi

Market: $33,650 – $35,881

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Covington, LA

2026 Mazda CX-50 Premium

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

2026 Mazda CX-50 Premium

Covington, LA

Fair PriceRobust · 76
$35,588Mileage not verified

Market: $35,486 – $40,452

Comparison: 76 similar vehicles

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

Covington, LA

2026 Mazda CX-50 Premium

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

2026 Mazda CX-50 Premium

Covington, LA

Fair PriceRobust · 76
$35,588Mileage not verified

Market: $35,486 – $40,452

Comparison: 76 similar vehicles

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

Covington, LA

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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