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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

539 listings found

2019 Mazda CX-3 Grand Touring

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

2019 Mazda CX-3 Grand Touring

Blauvelt, NY

UnscoredInsufficient · 0
$21,27515,651 mi

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 67
$22,13395,876 mi

Market: $18,030 – $26,489

Comparison: 67 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceLimited · 18
$22,67537,624 mi

Market: $21,497 – $23,963

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceLimited · 18
$23,58630,026 mi

Market: $21,497 – $23,963

Comparison: 18 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 43
$24,25126,460 mi

Market: $21,473 – $25,841

Comparison: 43 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 49
$24,47515,938 mi

Market: $22,802 – $25,647

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 49
$24,47614,706 mi

Market: $22,802 – $25,647

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 25
$24,58817,310 mi

Market: $23,475 – $25,602

Comparison: 25 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceLimited · 15
$24,87641,590 mi

Market: $24,287 – $27,902

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceLimited · 13
$25,26632,563 mi

Market: $23,789 – $27,036

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Blauvelt, NY

2026 Mazda Mazda3 S

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

2026 Mazda Mazda3 S

Blauvelt, NY

Fair PriceLimited · 10
$25,325Mileage not verified

Market: $25,250 – $27,189

Comparison: 10 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 28
$25,355Mileage not verified

Market: $25,670 – $29,944

Comparison: 28 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 3 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

OverpricedLimited · 19
$25,36432,427 mi

Market: $23,775 – $23,925

Comparison: 19 similar vehicles

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

Blauvelt, NY

2026 Mazda Mazda3 S

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

2026 Mazda Mazda3 S

Blauvelt, NY

Fair PriceLimited · 10
$25,385Mileage not verified

Market: $25,250 – $27,189

Comparison: 10 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 28
$25,670Mileage not verified

Market: $25,355 – $29,944

Comparison: 28 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 97
$25,92516,816 mi

Market: $23,995 – $27,094

Comparison: 97 similar vehicles

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

Blauvelt, NY

2026 Mazda Mazda3 S

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

2026 Mazda Mazda3 S

Blauvelt, NY

Fair PriceLimited · 10
$25,955Mileage not verified

Market: $25,250 – $27,189

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 204 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 28
$26,085Mileage not verified

Market: $25,355 – $29,944

Comparison: 28 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 29
$26,08941,463 mi

Market: $24,975 – $28,981

Comparison: 29 similar vehicles

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

Blauvelt, NY

2026 Mazda Mazda3 S

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

2026 Mazda Mazda3 S

Blauvelt, NY

Fair PriceLimited · 10
$26,330Mileage not verified

Market: $25,250 – $27,189

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 211 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 97
$26,45619,721 mi

Market: $23,995 – $27,094

Comparison: 97 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 28
$26,490Mileage not verified

Market: $25,355 – $29,944

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 98
$26,52814,605 mi

Market: $23,995 – $27,094

Comparison: 98 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 63
$26,84331,459 mi

Market: $20,999 – $33,927

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 28
$26,845Mileage not verified

Market: $25,355 – $29,944

Comparison: 28 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 22
$26,89518,854 mi

Market: $24,599 – $30,226

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

UnscoredLimited · 9
$27,12436,409 mi

Comparison: 9 similar vehicles

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 48
$27,235Mileage not verified

Market: $27,105 – $29,729

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 24
$27,29012,715 mi

Market: $24,663 – $29,392

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Blauvelt, NY

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Blauvelt, NY

UnscoredLimited · 8
$27,350Mileage not verified

Comparison: 8 similar vehicles

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 22
$27,49516,936 mi

Market: $24,599 – $30,226

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 33
$27,67513,581 mi

Market: $24,770 – $31,196

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Blauvelt, NY

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Blauvelt, NY

UnscoredLimited · 8
$27,890Mileage not verified

Comparison: 8 similar vehicles

Blauvelt, NY

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

Blauvelt, NY

Fair PriceModerate · 36
$27,95018,671 mi

Market: $26,995 – $30,584

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Blauvelt, NY

2025 Mazda CX-50 Select

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

2025 Mazda CX-50 Select

Blauvelt, NY

UnscoredInsufficient · 3
$28,0067,764 mi

Comparison: 3 similar vehicles

Blauvelt, NY

2024 Mazda CX-50 S PREMIUM PLUS

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

2024 Mazda CX-50 S PREMIUM PLUS

Blauvelt, NY

Fair PriceLimited · 12
$28,16529,650 mi

Market: $28,012 – $34,717

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Blauvelt, NY

2026 Mazda Mazda3 Preferred

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

2026 Mazda Mazda3 Preferred

Blauvelt, NY

UnscoredLimited · 8
$28,290Mileage not verified

Comparison: 8 similar vehicles

Blauvelt, NY

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

Blauvelt, NY

UnscoredLimited · 7
$28,55912,419 mi

Comparison: 7 similar vehicles

Blauvelt, NY

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

Blauvelt, NY

UnscoredInsufficient · 3
$28,79132,810 mi

Comparison: 3 similar vehicles

Blauvelt, NY

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

Blauvelt, NY

Fair PriceLimited · 15
$28,92521,198 mi

Market: $25,821 – $29,066

Comparison: 15 similar vehicles

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

Blauvelt, NY

2024 Mazda CX-5 S Premium package

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

2024 Mazda CX-5 S Premium package

Blauvelt, NY

Fair PriceModerate · 20
$28,97329,215 mi

Market: $25,995 – $29,686

Comparison: 20 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 98
$29,070Mileage not verified

Market: $28,980 – $32,199

Comparison: 98 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 98
$29,170Mileage not verified

Market: $28,980 – $32,199

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 98
$29,235Mileage not verified

Market: $28,980 – $32,199

Comparison: 98 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 98
$29,270Mileage not verified

Market: $28,980 – $32,199

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 98
$29,420Mileage not verified

Market: $28,980 – $32,199

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 98
$29,665Mileage not verified

Market: $28,980 – $32,199

Comparison: 98 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 98
$29,765Mileage not verified

Market: $28,980 – $32,199

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 98
$29,800Mileage not verified

Market: $28,980 – $32,199

Comparison: 98 similar vehicles

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

Blauvelt, NY

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

Blauvelt, NY

Fair PriceRobust · 98
$29,865Mileage not verified

Market: $28,980 – $32,199

Comparison: 98 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Blauvelt, NY

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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