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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

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

315 listings found

2012 Mazda MAZDA5 Touring

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

2012 Mazda MAZDA5 Touring

Bedford, OH

UnscoredInsufficient · 0
$5,995152,897 mi

Bedford, OH

2015 Mazda CX-5 Touring

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

2015 Mazda CX-5 Touring

Bedford, OH

Unscored
$7,995207,072 mi

Comparison: 19 similar vehicles

Bedford, OH

2015 Mazda CX-5 Touring

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

2015 Mazda CX-5 Touring

Bedford, OH

UnscoredInsufficient · 3
$8,447183,563 mi

Comparison: 3 similar vehicles

Bedford, OH

2016 Mazda CX-5 Sport

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

2016 Mazda CX-5 Sport

Bedford, OH

Unscored
$8,947168,976 mi

Comparison: 7 similar vehicles

Bedford, OH

2016 Mazda CX-5 Sport

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

2016 Mazda CX-5 Sport

Bedford, OH

Unscored
$10,268126,463 mi

Comparison: 6 similar vehicles

Bedford, OH

2014 Mazda MAZDA3 i Touring

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

2014 Mazda MAZDA3 i Touring

Bedford, OH

OverpricedLimited · 16
$11,43690,870 mi

Market: $5,995 – $10,958

Comparison: 16 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

Unscored
$11,747127,788 mi

Comparison: 8 similar vehicles

Bedford, OH

2019 Mazda Mazda3 Preferred AWD

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

2019 Mazda Mazda3 Preferred AWD

Bedford, OH

UnscoredInsufficient · 0
$14,147130,259 mi

Bedford, OH

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

Bedford, OH

Unscored
$16,14780,019 mi

Comparison: 8 similar vehicles

Bedford, OH

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

Bedford, OH

Unscored
$16,995132,136 mi

Comparison: 16 similar vehicles

Bedford, OH

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

Bedford, OH

UnscoredInsufficient · 3
$18,50086,671 mi

Comparison: 3 similar vehicles

Bedford, OH

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

Bedford, OH

Great DealModerate · 38
$21,00856,878 mi

Market: $21,790 – $25,129

Comparison: 38 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 16 days listed (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

UnscoredInsufficient · 4
$21,34751,426 mi

Comparison: 4 similar vehicles

Bedford, OH

2020 Mazda CX-5 Grand Touring Reserve

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

2020 Mazda CX-5 Grand Touring Reserve

Bedford, OH

UnscoredInsufficient · 0
$22,04349,573 mi

Bedford, OH

2019 Mazda CX-9 Grand Touring

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

2019 Mazda CX-9 Grand Touring

Bedford, OH

Fair PriceModerate · 25
$22,04972,543 mi

Market: $12,000 – $22,121

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

Fair PriceLimited · 13
$22,39761,164 mi

Market: $22,193 – $25,398

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

Great DealLimited · 13
$22,94319,692 mi

Market: $24,234 – $26,448

Comparison: 13 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 69 days listed (based on current market benchmarks)

Bedford, OH

2022 Mazda Mazda3 Premium

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

2022 Mazda Mazda3 Premium

Bedford, OH

Salvage title
$23,06010,129 mi

Bedford, OH

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

Bedford, OH

Fair PriceModerate · 28
$23,89749,305 mi

Market: $21,998 – $24,284

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Bedford, OH

2025 Mazda CX-5 S Select Package

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

2025 Mazda CX-5 S Select Package

Bedford, OH

Fair PriceLimited · 15
$24,39730,401 mi

Market: $23,398 – $25,698

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Bedford, OH

2024 Mazda CX-5 S Carbon Edition

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

2024 Mazda CX-5 S Carbon Edition

Bedford, OH

Fair PriceLimited · 16
$24,39756,428 mi

Market: $23,985 – $25,332

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Bedford, OH

2022 Mazda CX-30 Select

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

2022 Mazda CX-30 Select

Bedford, OH

UnscoredInsufficient · 0
$24,39713,726 mi

Bedford, OH

2024 Mazda Mazda3 Carbon Edition

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

2024 Mazda Mazda3 Carbon Edition

Bedford, OH

UnscoredInsufficient · 0
$24,64740,767 mi

Bedford, OH

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

Bedford, OH

Fair PriceLimited · 11
$24,84747,350 mi

Market: $22,998 – $25,413

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

Fair PriceLimited · 14
$24,94329,305 mi

Market: $24,998 – $35,191

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 71 days listed (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

Fair PriceModerate · 41
$25,05624,224 mi

Market: $22,930 – $26,481

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Bedford, OH

2025 Mazda Mazda3 Preferred

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

2025 Mazda Mazda3 Preferred

Bedford, OH

OverpricedLimited · 15
$25,1473,798 mi

Market: $18,999 – $23,664

Comparison: 15 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

Unscored
$25,34777,372 mi

Comparison: 5 similar vehicles

Bedford, OH

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

Bedford, OH

Fair PriceLimited · 11
$25,39744,401 mi

Market: $22,998 – $25,413

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

OverpricedLimited · 11
$25,43616,817 mi

Market: $23,994 – $24,693

Comparison: 11 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

Fair PriceLimited · 11
$25,74735,077 mi

Market: $25,048 – $28,438

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

Unscored
$26,14837,280 mi

Comparison: 8 similar vehicles

Bedford, OH

2024 Mazda CX-90 Turbo Select Package

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

2024 Mazda CX-90 Turbo Select Package

Bedford, OH

Unscored
$26,64323,353 mi

Comparison: 5 similar vehicles

Bedford, OH

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

Bedford, OH

OverpricedLimited · 12
$26,6475,736 mi

Market: $24,484 – $25,238

Comparison: 12 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

Fair PriceModerate · 27
$26,718Mileage not verified

Market: $25,580 – $28,048

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Bedford, OH

2024 Mazda CX-50 S SELECT

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

2024 Mazda CX-50 S SELECT

Bedford, OH

Fair PriceModerate · 32
$26,74715,005 mi

Market: $25,611 – $26,783

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Bedford, OH

2024 Mazda CX-5 S Preferred package

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

2024 Mazda CX-5 S Preferred package

Bedford, OH

Fair PriceModerate · 30
$26,74730,797 mi

Market: $25,723 – $30,135

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

Fair PriceModerate · 27
$26,813Mileage not verified

Market: $25,580 – $28,048

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

Unscored
$27,2473,004 mi

Comparison: 5 similar vehicles

Bedford, OH

2025 Mazda CX-5 S Carbon Edition

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

2025 Mazda CX-5 S Carbon Edition

Bedford, OH

UnscoredInsufficient · 4
$27,44311,179 mi

Comparison: 4 similar vehicles

Bedford, OH

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

Bedford, OH

UnscoredInsufficient · 0
$27,44913,542 mi

Bedford, OH

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

Bedford, OH

Unscored
$27,50325,851 mi

Comparison: 8 similar vehicles

Bedford, OH

2024 Mazda CX-5 S Preferred package

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

2024 Mazda CX-5 S Preferred package

Bedford, OH

Fair PriceModerate · 30
$27,54734,484 mi

Market: $25,723 – $30,135

Comparison: 30 similar vehicles

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

Bedford, OH

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Bedford, OH

Fair PriceModerate · 37
$27,663Mileage not verified

Market: $27,267 – $31,073

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 176 days listed (based on current market benchmarks)

Bedford, OH

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Bedford, OH

Fair PriceModerate · 37
$27,738Mileage not verified

Market: $27,267 – $31,073

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Bedford, OH

2024 Mazda CX-5 S Preferred package

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

2024 Mazda CX-5 S Preferred package

Bedford, OH

Fair PriceLimited · 18
$27,74927,331 mi

Market: $27,226 – $32,386

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 77 days listed (based on current market benchmarks)

Bedford, OH

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Bedford, OH

Fair PriceModerate · 37
$27,943Mileage not verified

Market: $27,267 – $31,073

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Bedford, OH

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

Bedford, OH

OverpricedModerate · 27
$28,048Mileage not verified

Market: $25,580 – $27,898

Comparison: 27 similar vehicles

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

Bedford, OH

2023 Mazda CX-5 S Premium package

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

2023 Mazda CX-5 S Premium package

Bedford, OH

OverpricedModerate · 30
$28,14726,556 mi

Market: $26,695 – $28,010

Comparison: 30 similar vehicles

Bedford, OH

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Bedford, OH

Fair PriceModerate · 37
$28,153Mileage not verified

Market: $27,267 – $31,073

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Bedford, OH

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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