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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

42 listings found

2001 Mazda Protege LX 2.0

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

2001 Mazda Protege LX 2.0

Milwaukie, OR

UnscoredInsufficient · 0
$2,795218,052 mi

Milwaukie, OR

2012 Mazda MAZDA6 i Sport

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

2012 Mazda MAZDA6 i Sport

Milwaukie, OR

UnscoredInsufficient · 3
$3,995167,000 mi

Comparison: 3 similar vehicles

Milwaukie, OR

2006 Mazda MAZDA6 s

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

2006 Mazda MAZDA6 s

Milwaukie, OR

UnscoredInsufficient · 0
$5,200146,027 mi

Milwaukie, OR

2011 Mazda MAZDA3 s Sport

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

2011 Mazda MAZDA3 s Sport

Milwaukie, OR

UnscoredInsufficient · 0
$5,995148,022 mi

Milwaukie, OR

2012 Mazda CX-9 Touring

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

2012 Mazda CX-9 Touring

Milwaukie, OR

UnscoredInsufficient · 0
$6,998153,002 mi

Milwaukie, OR

2015 Mazda MAZDA3 i SV

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

2015 Mazda MAZDA3 i SV

Milwaukie, OR

UnscoredInsufficient · 0
$7,999149,408 mi

Milwaukie, OR

2021 Mazda CX-9 Touring

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

2021 Mazda CX-9 Touring

Milwaukie, OR

UnscoredInsufficient · 0
$9,745204,882 mi

Milwaukie, OR

2016 Mazda MX-5 Miata Sport

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

2016 Mazda MX-5 Miata Sport

Milwaukie, OR

Salvage title
$9,99530,310 mi

Milwaukie, OR

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

Milwaukie, OR

UnscoredInsufficient · 0
$10,98851,438 mi

Milwaukie, OR

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

Milwaukie, OR

UnscoredInsufficient · 3
$10,99983,226 mi

Comparison: 3 similar vehicles

Milwaukie, OR

2016 Mazda CX-3 Sport

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

2016 Mazda CX-3 Sport

Milwaukie, OR

UnscoredInsufficient · 0
$12,97798,265 mi

Milwaukie, OR

2014 Mazda MAZDA3 i Grand Touring

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

2014 Mazda MAZDA3 i Grand Touring

Milwaukie, OR

UnscoredInsufficient · 0
$14,24572,906 mi

Milwaukie, OR

2014 Mazda MX-5 Miata Grand Touring Hard Top

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

2014 Mazda MX-5 Miata Grand Touring Hard Top

Milwaukie, OR

UnscoredInsufficient · 0
$14,48858,708 mi

Milwaukie, OR

2015 Mazda MAZDA3 s Touring

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

2015 Mazda MAZDA3 s Touring

Milwaukie, OR

UnscoredInsufficient · 0
$14,998101,559 mi

Milwaukie, OR

2015 Mazda MAZDA6 i Sport

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

2015 Mazda MAZDA6 i Sport

Milwaukie, OR

UnscoredInsufficient · 0
$15,99878,684 mi

Milwaukie, OR

2018 Mazda CX-9 Touring

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

2018 Mazda CX-9 Touring

Milwaukie, OR

UnscoredLimited · 6
$16,97691,773 mi

Comparison: 6 similar vehicles

Milwaukie, OR

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

Milwaukie, OR

UnscoredLimited · 8
$16,99572,083 mi

Comparison: 8 similar vehicles

Milwaukie, OR

2019 Mazda Mazda3 Preferred

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

2019 Mazda Mazda3 Preferred

Milwaukie, OR

UnscoredInsufficient · 3
$17,98884,626 mi

Comparison: 3 similar vehicles

Milwaukie, OR

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

Milwaukie, OR

Fair PriceLimited · 14
$17,998102,765 mi

Market: $17,255 – $19,499

Comparison: 14 similar vehicles

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

Milwaukie, OR

2016 Mazda MAZDA3 s Grand Touring

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

2016 Mazda MAZDA3 s Grand Touring

Milwaukie, OR

UnscoredInsufficient · 0
$18,99857,563 mi

Milwaukie, OR

2023 Mazda Mazda3 Preferred

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

2023 Mazda Mazda3 Preferred

Milwaukie, OR

UnscoredInsufficient · 0
$19,24965,970 mi

Milwaukie, OR

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

Milwaukie, OR

UnscoredInsufficient · 0
$21,99827,978 mi

Milwaukie, OR

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

Milwaukie, OR

Fair PriceLimited · 11
$22,88848,373 mi

Market: $22,699 – $24,986

Comparison: 11 similar vehicles

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

Milwaukie, OR

2023 Mazda CX-50 GS

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

2023 Mazda CX-50 GS

Milwaukie, OR

UnscoredInsufficient · 0
$23,88856,385 mi

Milwaukie, OR

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

Milwaukie, OR

UnscoredInsufficient · 4
$23,94448,362 mi

Comparison: 4 similar vehicles

Milwaukie, OR

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

Milwaukie, OR

UnscoredLimited · 12
$24,24936,950 mi

Comparison: 12 similar vehicles

Milwaukie, OR

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

Milwaukie, OR

Fair PriceModerate · 28
$24,24942,329 mi

Market: $23,500 – $25,716

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Milwaukie, OR

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

Milwaukie, OR

UnscoredInsufficient · 4
$24,90027,311 mi

Comparison: 4 similar vehicles

Milwaukie, OR

2023 Mazda CX-5 S Carbon Edition

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

2023 Mazda CX-5 S Carbon Edition

Milwaukie, OR

Fair PriceModerate · 23
$24,99846,771 mi

Market: $23,495 – $27,978

Comparison: 23 similar vehicles

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

Milwaukie, OR

2022 Mazda CX-5 S Carbon Edition

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

2022 Mazda CX-5 S Carbon Edition

Milwaukie, OR

UnscoredInsufficient · 0
$24,99848,920 mi

Milwaukie, OR

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

Milwaukie, OR

Fair PriceModerate · 31
$25,24925,029 mi

Market: $23,800 – $29,150

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Milwaukie, OR

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

Milwaukie, OR

Great DealLimited · 18
$25,4908,259 mi

Market: $26,644 – $27,399

Comparison: 18 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 105 days listed (based on current market benchmarks)

Milwaukie, OR

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

Milwaukie, OR

Fair PriceRobust · 71
$25,88837,466 mi

Market: $24,500 – $29,561

Comparison: 71 similar vehicles

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

Milwaukie, OR

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

Milwaukie, OR

Fair PriceRobust · 71
$25,88832,195 mi

Market: $24,500 – $29,561

Comparison: 71 similar vehicles

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

Milwaukie, OR

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

Milwaukie, OR

UnscoredInsufficient · 0
$25,98829,434 mi

Milwaukie, OR

2022 Mazda Mazda3 Premium

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

2022 Mazda Mazda3 Premium

Milwaukie, OR

UnscoredInsufficient · 0
$25,99824,683 mi

Milwaukie, OR

2019 Mazda MX-5 Miata Club

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

2019 Mazda MX-5 Miata Club

Milwaukie, OR

UnscoredInsufficient · 0
$25,99823,502 mi

Milwaukie, OR

2023 Mazda MX-5 Miata Grand Touring

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

2023 Mazda MX-5 Miata Grand Touring

Milwaukie, OR

UnscoredLimited · 6
$27,99823,540 mi

Comparison: 6 similar vehicles

Milwaukie, OR

2026 Mazda CX-30 Aire Edition

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

2026 Mazda CX-30 Aire Edition

Milwaukie, OR

Fair PriceModerate · 34
$28,9989,295 mi

Market: $27,512 – $29,698

Comparison: 34 similar vehicles

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

Milwaukie, OR

2019 Mazda MX-5 Miata RF Grand Touring

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

2019 Mazda MX-5 Miata RF Grand Touring

Milwaukie, OR

UnscoredLimited · 11
$28,99811,479 mi

Comparison: 11 similar vehicles

Milwaukie, OR

2023 Mazda Mazda3 Premium Plus

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

2023 Mazda Mazda3 Premium Plus

Milwaukie, OR

UnscoredInsufficient · 0
$29,9989,772 mi

Milwaukie, OR

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

Milwaukie, OR

UnscoredInsufficient · 4
$33,9983,572 mi

Comparison: 4 similar vehicles

Milwaukie, OR

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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