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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

80 listings found

2010 Toyota Prius III

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

2010 Toyota Prius III

Buffalo, NY

UnscoredInsufficient · 0
$6,995144,169 mi

Buffalo, NY

2018 Ford Fusion Hybrid SE

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

2018 Ford Fusion Hybrid SE

Buffalo, NY

UnscoredInsufficient · 4
$7,995159,743 mi

Comparison: 4 similar vehicles

Buffalo, NY

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Depew, NY

UnscoredInsufficient · 0
$8,995106,344 mi

Depew, NY

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Tonawanda Town, NY

UnscoredInsufficient · 0
$9,900Mileage not verified

Tonawanda Town, NY

2015 Hyundai Sonata Hybrid Base

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

2015 Hyundai Sonata Hybrid Base

Akron, NY

UnscoredInsufficient · 0
$11,590100,723 mi

Akron, NY

2017 Ford Fusion Hybrid Titanium

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

2017 Ford Fusion Hybrid Titanium

Akron, NY

UnscoredInsufficient · 0
$14,29099,992 mi

Akron, NY

2019 Kia Niro LX

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

2019 Kia Niro LX

Akron, NY

UnscoredInsufficient · 0
$14,990103,257 mi

Akron, NY

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Akron, NY

OverpricedLimited · 18
$16,99066,876 mi

Market: $8,900 – $15,597

Comparison: 18 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, NY

2020 Ford Fusion Hybrid SE

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

2020 Ford Fusion Hybrid SE

Bowmansville, NY

UnscoredLimited · 5
$17,75151,980 mi

Comparison: 5 similar vehicles

Bowmansville, NY

2016 Toyota Prius Two

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

2016 Toyota Prius Two

Getzville, NY

OverpricedModerate · 32
$17,97170,883 mi

Market: $13,795 – $15,978

Comparison: 32 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Getzville, NY

2016 Toyota Prius Four

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

2016 Toyota Prius Four

Akron, NY

UnscoredInsufficient · 0
$18,59096,074 mi

Akron, NY

2021 Kia Niro LXS

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

2021 Kia Niro LXS

Orchard Park, NY

UnscoredInsufficient · 0
$19,42828,827 mi

Orchard Park, NY

2022 Kia Niro EX Premium

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

2022 Kia Niro EX Premium

Akron, NY

UnscoredInsufficient · 0
$19,59054,226 mi

Akron, NY

2015 Toyota Prius One

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

2015 Toyota Prius One

Akron, NY

UnscoredInsufficient · 0
$19,59064,689 mi

Akron, NY

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Akron, NY

UnscoredInsufficient · 0
$19,59075,192 mi

Akron, NY

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Akron, NY

Fair PriceLimited · 16
$19,99064,432 mi

Market: $17,897 – $24,489

Comparison: 16 similar vehicles

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

Akron, NY

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Akron, NY

Fair PriceLimited · 16
$19,99066,778 mi

Market: $17,897 – $24,489

Comparison: 16 similar vehicles

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

Akron, NY

2017 Toyota Prius Prime Advanced

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

2017 Toyota Prius Prime Advanced

Orchard Park, NY

UnscoredInsufficient · 0
$20,46665,971 mi

Orchard Park, NY

2020 Toyota Prius LE

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

2020 Toyota Prius LE

Getzville, NY

UnscoredInsufficient · 0
$20,928104,498 mi

Getzville, NY

2021 Toyota Prius Prime LE

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

2021 Toyota Prius Prime LE

Akron, NY

UnscoredModerate · 26
$21,59075,203 mi

Comparison: 26 similar vehicles

Akron, NY

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Akron, NY

Fair PriceModerate · 40
$21,99052,051 mi

Market: $20,998 – $24,165

Comparison: 40 similar vehicles

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

Akron, NY

2021 Toyota Prius Prime LE

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

2021 Toyota Prius Prime LE

Getzville, NY

UnscoredInsufficient · 0
$22,58484,759 mi

Getzville, NY

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Akron, NY

UnscoredInsufficient · 0
$22,59048,458 mi

Akron, NY

2018 Toyota Prius Three

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

2018 Toyota Prius Three

Buffalo, NY

UnscoredInsufficient · 0
$22,94545,032 mi

Buffalo, NY

2019 Honda Insight EX

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

2019 Honda Insight EX

Akron, NY

UnscoredInsufficient · 0
$22,99046,774 mi

Akron, NY

2021 Toyota Prius Prime LE

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

2021 Toyota Prius Prime LE

Orchard Park, NY

UnscoredInsufficient · 0
$23,44949,812 mi

Orchard Park, NY

2025 Ford Escape Hybrid ST-Line Select

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

2025 Ford Escape Hybrid ST-Line Select

Akron, NY

UnscoredInsufficient · 0
$23,99056,857 mi

Akron, NY

2023 Chrysler Pacifica Hybrid Limited

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

2023 Chrysler Pacifica Hybrid Limited

Akron, NY

UnscoredLimited · 5
$23,99057,012 mi

Comparison: 5 similar vehicles

Akron, NY

2023 Kia Niro EX Touring

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

2023 Kia Niro EX Touring

Amherst, NY

UnscoredInsufficient · 0
$24,25243,359 mi

Amherst, NY

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Springville, NY

UnscoredLimited · 6
$24,4007,382 mi

Comparison: 6 similar vehicles

Springville, NY

2021 Toyota Prius Prime XLE

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

2021 Toyota Prius Prime XLE

Orchard Park, NY

OverpricedModerate · 35
$24,49575,908 mi

Market: $15,995 – $24,175

Comparison: 35 similar vehicles

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

Orchard Park, NY

2025 Kia Niro EX

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

2025 Kia Niro EX

Akron, NY

UnscoredInsufficient · 0
$25,59034,766 mi

Akron, NY

2024 Kia Niro EX

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

2024 Kia Niro EX

Orchard Park, NY

UnscoredInsufficient · 0
$25,97925,418 mi

Orchard Park, NY

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

North Collins, NY

OverpricedLimited · 12
$26,0761,925 mi

Market: $24,400 – $24,575

Comparison: 12 similar vehicles

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

North Collins, NY

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Niagara Falls, NY

UnscoredInsufficient · 0
$26,17530,587 mi

Niagara Falls, NY

2022 Toyota Prius Prime XLE

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

2022 Toyota Prius Prime XLE

Orchard Park, NY

OverpricedModerate · 26
$26,42640,434 mi

Market: $24,886 – $25,960

Comparison: 26 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Orchard Park, NY

2023 Chrysler Pacifica Hybrid Limited

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

2023 Chrysler Pacifica Hybrid Limited

Freedom, NY

Fair PriceModerate · 32
$26,50039,648 mi

Market: $26,142 – $29,150

Comparison: 32 similar vehicles

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

Freedom, NY

2025 Ford Escape Hybrid ST-Line Select

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

2025 Ford Escape Hybrid ST-Line Select

Buffalo, NY

UnscoredInsufficient · 0
$26,59318,052 mi

Buffalo, NY

2021 Toyota Prius Prime LE

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

2021 Toyota Prius Prime LE

Attica, NY

UnscoredInsufficient · 0
$27,10025,718 mi

Attica, NY

2022 Toyota Prius LE

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

2022 Toyota Prius LE

Amherst, NY

UnscoredInsufficient · 0
$27,29847,614 mi

Amherst, NY

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Depew, NY

UnscoredLimited · 9
$27,92626,404 mi

Comparison: 9 similar vehicles

Depew, NY

2023 Toyota Prius Prime XSE

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

2023 Toyota Prius Prime XSE

Buffalo, NY

UnscoredLimited · 5
$28,88714,570 mi

Comparison: 5 similar vehicles

Buffalo, NY

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Orchard Park, NY

Fair PriceLimited · 14
$29,110Mileage not verified

Market: $29,140 – $31,315

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 135 days listed (based on current market benchmarks)

Orchard Park, NY

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Orchard Park, NY

Fair PriceLimited · 14
$29,140Mileage not verified

Market: $29,110 – $31,315

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Orchard Park, NY

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Orchard Park, NY

Fair PriceLimited · 14
$29,190Mileage not verified

Market: $29,110 – $31,315

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Orchard Park, NY

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Orchard Park, NY

Fair PriceLimited · 14
$29,230221 mi

Market: $29,110 – $31,315

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Orchard Park, NY

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Orchard Park, NY

Fair PriceLimited · 14
$29,275163 mi

Market: $29,110 – $31,315

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Orchard Park, NY

2025 Hyundai Sonata Hybrid SEL

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

2025 Hyundai Sonata Hybrid SEL

Grand Island, NY

UnscoredInsufficient · 3
$29,502Mileage not verified

Comparison: 3 similar vehicles

Grand Island, NY

2023 Toyota Prius Prime XSE

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

2023 Toyota Prius Prime XSE

Batavia, NY

UnscoredInsufficient · 0
$29,67517,633 mi

Batavia, NY

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Orchard Park, NY

Fair PriceLimited · 14
$29,740Mileage not verified

Market: $29,110 – $31,315

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 251 days listed (based on current market benchmarks)

Orchard Park, NY

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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