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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

226 listings found

2010 Mazda MAZDA5 Sport

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

2010 Mazda MAZDA5 Sport

Seattle, WA

Unscored
$2,000179,154 mi

Comparison: 6 similar vehicles

Seattle, WA

2014 Mazda MAZDA6 i Sport

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

2014 Mazda MAZDA6 i Sport

Seattle, WA

UnscoredInsufficient · 4
$3,999202,409 mi

Comparison: 4 similar vehicles

Seattle, WA

2013 Mazda CX-9 Touring

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

2013 Mazda CX-9 Touring

Seattle, WA

UnscoredInsufficient · 0
$6,500132,000 mi

Seattle, WA

2015 Mazda MAZDA3 i Sport

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

2015 Mazda MAZDA3 i Sport

Seattle, WA

Unscored
$6,800155,426 mi

Comparison: 6 similar vehicles

Seattle, WA

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

Seattle, WA

Salvage title
$6,999132,626 mi

Seattle, WA

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

Seattle, WA

Unscored
$7,971169,194 mi

Comparison: 6 similar vehicles

Seattle, WA

2000 Mazda B-Series SX

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

2000 Mazda B-Series SX

Seattle, WA

UnscoredInsufficient · 0
$8,10088,170 mi

Seattle, WA

2005 Mazda MAZDA3 S

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

2005 Mazda MAZDA3 S

Seattle, WA

UnscoredInsufficient · 3
$8,420149,934 mi

Comparison: 3 similar vehicles

Seattle, WA

2017 Mazda Mazda3 Touring

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

2017 Mazda Mazda3 Touring

Seattle, WA

Unscored
$8,500141,000 mi

Comparison: 14 similar vehicles

Seattle, WA

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

Seattle, WA

Unscored
$9,500113,000 mi

Comparison: 5 similar vehicles

Seattle, WA

2016 Mazda CX-9 Grand Touring

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

2016 Mazda CX-9 Grand Touring

Seattle, WA

UnscoredInsufficient · 4
$9,650149,500 mi

Comparison: 4 similar vehicles

Seattle, WA

2013 Mazda CX-5 Touring

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

2013 Mazda CX-5 Touring

Seattle, WA

UnscoredInsufficient · 3
$10,477143,757 mi

Comparison: 3 similar vehicles

Seattle, WA

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

Seattle, WA

Unscored
$10,700132,269 mi

Comparison: 8 similar vehicles

Seattle, WA

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Seattle, WA

UnscoredInsufficient · 0
$11,13353,013 mi

Seattle, WA

2020 Mazda CX-30 Select

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

2020 Mazda CX-30 Select

Seattle, WA

UnscoredInsufficient · 0
$11,995139,000 mi

Seattle, WA

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

Seattle, WA

Salvage title
$11,99976,778 mi

Seattle, WA

2017 Mazda Mazda3 Touring

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

2017 Mazda Mazda3 Touring

Seattle, WA

Salvage title
$12,19567,262 mi

Seattle, WA

2017 Mazda CX-3 Touring

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

2017 Mazda CX-3 Touring

Seattle, WA

Salvage title
$12,90054,650 mi

Seattle, WA

2014 Mazda CX-5 Sport

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

2014 Mazda CX-5 Sport

Seattle, WA

UnscoredInsufficient · 3
$13,13393,916 mi

Comparison: 3 similar vehicles

Seattle, WA

2017 Mazda Mazda3 Grand Touring

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

2017 Mazda Mazda3 Grand Touring

Seattle, WA

Salvage title
$13,70057,764 mi

Seattle, WA

2021 Mazda CX-5 Touring

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

2021 Mazda CX-5 Touring

Seattle, WA

Salvage title
$14,90089,750 mi

Seattle, WA

2017 Mazda Mazda6 i Touring

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

2017 Mazda Mazda6 i Touring

Seattle, WA

UnscoredInsufficient · 3
$14,97781,952 mi

Comparison: 3 similar vehicles

Seattle, WA

2021 Mazda Mazda3 S

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

2021 Mazda Mazda3 S

Seattle, WA

UnscoredInsufficient · 0
$14,99999,520 mi

Seattle, WA

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

Seattle, WA

Fair PriceLimited · 11
$15,988108,650 mi

Market: $12,750 – $19,998

Comparison: 11 similar vehicles

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

Seattle, WA

2015 Mazda MAZDA3 i Grand Touring

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

2015 Mazda MAZDA3 i Grand Touring

Seattle, WA

UnscoredInsufficient · 0
$16,51229,785 mi

Seattle, WA

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

Seattle, WA

Unscored
$16,796100,347 mi

Comparison: 6 similar vehicles

Seattle, WA

2018 Mazda CX-5 Grand Touring

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

2018 Mazda CX-5 Grand Touring

Seattle, WA

Fair PriceModerate · 44
$17,08283,336 mi

Market: $10,000 – $19,998

Comparison: 44 similar vehicles

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

Seattle, WA

2018 Mazda Mazda3 Touring

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

2018 Mazda Mazda3 Touring

Seattle, WA

Unscored
$17,77763,641 mi

Comparison: 6 similar vehicles

Seattle, WA

2020 Mazda Mazda3 Select AWD

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

2020 Mazda Mazda3 Select AWD

Seattle, WA

UnscoredInsufficient · 0
$19,19539,995 mi

Seattle, WA

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

Seattle, WA

UnscoredInsufficient · 0
$19,58840,349 mi

Seattle, WA

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

Seattle, WA

Unscored
$19,99037,478 mi

Comparison: 10 similar vehicles

Seattle, WA

2024 Mazda CX-30 Premium

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

2024 Mazda CX-30 Premium

Seattle, WA

Salvage title
$20,90019,645 mi

Seattle, WA

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

Seattle, WA

Unscored
$21,99529,005 mi

Comparison: 8 similar vehicles

Seattle, WA

2021 Mazda CX-30 Preferred

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

2021 Mazda CX-30 Preferred

Seattle, WA

UnscoredInsufficient · 0
$21,99931,067 mi

Seattle, WA

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

Seattle, WA

UnscoredInsufficient · 0
$22,19940,442 mi

Seattle, WA

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

Seattle, WA

Great DealLimited · 12
$22,47720,780 mi

Market: $26,192 – $27,199

Comparison: 12 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 57 days listed (based on current market benchmarks)

Seattle, WA

2025 Mazda CX-30 Carbon Edition

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

2025 Mazda CX-30 Carbon Edition

Seattle, WA

Unscored
$22,83435,134 mi

Comparison: 17 similar vehicles

Seattle, WA

2023 Mazda CX-50 S PREFERRED PLUS

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

2023 Mazda CX-50 S PREFERRED PLUS

Seattle, WA

Unscored
$23,59047,000 mi

Comparison: 5 similar vehicles

Seattle, WA

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

Seattle, WA

Fair PriceModerate · 29
$23,69935,906 mi

Market: $22,991 – $26,991

Comparison: 29 similar vehicles

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

Seattle, WA

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

Seattle, WA

UnscoredInsufficient · 4
$24,9889,797 mi

Comparison: 4 similar vehicles

Seattle, WA

2023 Mazda CX-30 Turbo Premium

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

2023 Mazda CX-30 Turbo Premium

Seattle, WA

UnscoredInsufficient · 0
$24,99922,428 mi

Seattle, WA

2020 Mazda CX-5 Grand Touring

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

2020 Mazda CX-5 Grand Touring

Seattle, WA

Fair PriceLimited · 19
$25,89834,443 mi

Market: $24,616 – $26,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Seattle, WA

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

Seattle, WA

Fair PriceModerate · 47
$25,955Mileage not verified

Market: $25,236 – $28,275

Comparison: 47 similar vehicles

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

Seattle, WA

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

Seattle, WA

Fair PriceModerate · 48
$25,955Mileage not verified

Market: $25,236 – $28,275

Comparison: 48 similar vehicles

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

Seattle, WA

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

Seattle, WA

Fair PriceModerate · 47
$26,150Mileage not verified

Market: $25,236 – $28,275

Comparison: 47 similar vehicles

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

Seattle, WA

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

Seattle, WA

UnscoredInsufficient · 0
$26,16330,081 mi

Seattle, WA

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

Seattle, WA

UnscoredInsufficient · 3
$26,19222,531 mi

Comparison: 3 similar vehicles

Seattle, WA

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

Seattle, WA

Unscored
$26,19922,602 mi

Comparison: 14 similar vehicles

Seattle, WA

2023 Mazda CX-50 TURBO PREMIUM PLUS

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

2023 Mazda CX-50 TURBO PREMIUM PLUS

Seattle, WA

UnscoredInsufficient · 0
$26,48864,641 mi

Seattle, WA

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

Seattle, WA

Fair PriceModerate · 39
$26,49918,177 mi

Market: $26,499 – $36,168

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 110 days listed (based on current market benchmarks)

Seattle, WA

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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