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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 18, 2026

6M+

Unique vehicles analyzed

as of October 17, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

79 listings found

2011 Toyota Prius II

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

2011 Toyota Prius II

Cumberland, RI

UnscoredLimited · 7
$6,999166,801 mi

Comparison: 7 similar vehicles

Cumberland, RI

2012 Toyota Prius Two

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

2012 Toyota Prius Two

East Providence, RI

UnscoredLimited · 7
$8,708155,787 mi

Comparison: 7 similar vehicles

East Providence, RI

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Providence, RI

UnscoredLimited · 6
$8,900207,501 mi

Comparison: 6 similar vehicles

Providence, RI

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Cumberland, RI

UnscoredLimited · 6
$9,800102,999 mi

Comparison: 6 similar vehicles

Cumberland, RI

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

Exeter, RI

Fair PriceModerate · 21
$10,750113,431 mi

Market: $6,950 – $15,999

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Exeter, RI

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Johnston, RI

UnscoredLimited · 6
$10,995162,047 mi

Comparison: 6 similar vehicles

Johnston, RI

2016 Toyota Prius Three

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

2016 Toyota Prius Three

Johnston, RI

UnscoredLimited · 5
$11,995149,954 mi

Comparison: 5 similar vehicles

Johnston, RI

2019 Kia Niro LX

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

2019 Kia Niro LX

Johnston, RI

Fair PriceLimited · 10
$11,999106,028 mi

Market: $10,771 – $17,998

Comparison: 10 similar vehicles

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

Johnston, RI

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Smithfield, RI

UnscoredLimited · 6
$13,90098,494 mi

Comparison: 6 similar vehicles

Smithfield, RI

2013 Toyota Prius One

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

2013 Toyota Prius One

East Providence, RI

OverpricedLimited · 10
$14,68785,501 mi

Market: $7,500 – $9,995

Comparison: 10 similar vehicles

Priced ~47% above the typical market range for similar vehicles (based on current market benchmarks)

East Providence, RI

2015 Toyota Prius Persona Series

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

2015 Toyota Prius Persona Series

Cranston, RI

UnscoredInsufficient · 3
$14,998122,431 mi

Comparison: 3 similar vehicles

Cranston, RI

2021 Chrysler Pacifica Hybrid Touring

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

2021 Chrysler Pacifica Hybrid Touring

North Kingstown, RI

UnscoredInsufficient · 0
$16,39796,375 mi

North Kingstown, RI

2020 Kia Niro EX

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

2020 Kia Niro EX

North Kingstown, RI

UnscoredInsufficient · 4
$16,89548,690 mi

Comparison: 4 similar vehicles

North Kingstown, RI

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Smithfield, RI

UnscoredInsufficient · 4
$17,50072,869 mi

Comparison: 4 similar vehicles

Smithfield, RI

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

East Providence, RI

UnscoredLimited · 6
$17,63987,033 mi

Comparison: 6 similar vehicles

East Providence, RI

2019 Toyota Prius LE

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

2019 Toyota Prius LE

Smithfield, RI

UnscoredInsufficient · 3
$18,842104,731 mi

Comparison: 3 similar vehicles

Smithfield, RI

2022 Chrysler Pacifica Hybrid Touring L

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

2022 Chrysler Pacifica Hybrid Touring L

East Providence, RI

UnscoredLimited · 5
$18,92072,959 mi

Comparison: 5 similar vehicles

East Providence, RI

2020 Toyota Prius LE

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

2020 Toyota Prius LE

North Kingstown, RI

UnscoredInsufficient · 0
$19,387119,824 mi

North Kingstown, RI

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

East Providence, RI

OverpricedLimited · 11
$19,44743,415 mi

Comparison: 11 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

East Providence, RI

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

South Kingstown, RI

UnscoredInsufficient · 4
$19,86478,278 mi

Comparison: 4 similar vehicles

South Kingstown, RI

2017 Toyota Prius Three

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

2017 Toyota Prius Three

North Kingstown, RI

UnscoredInsufficient · 0
$20,39741,882 mi

North Kingstown, RI

2018 Toyota Prius Prime Plus

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

2018 Toyota Prius Prime Plus

Johnston, RI

UnscoredLimited · 8
$20,40885,412 mi

Comparison: 8 similar vehicles

Johnston, RI

2022 Toyota Prius LE

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

2022 Toyota Prius LE

Smithfield, RI

UnscoredLimited · 8
$20,999104,265 mi

Comparison: 8 similar vehicles

Smithfield, RI

2021 Hyundai Sonata Hybrid Limited

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

2021 Hyundai Sonata Hybrid Limited

North Kingstown, RI

UnscoredInsufficient · 0
$21,75040,457 mi

North Kingstown, RI

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

Cranston, RI

Fair PriceLimited · 17
$21,90058,207 mi

Market: $19,790 – $25,489

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Cranston, RI

2023 Hyundai Sonata Hybrid SEL

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

2023 Hyundai Sonata Hybrid SEL

Cranston, RI

UnscoredInsufficient · 0
$22,99627,879 mi

Cranston, RI

2023 Kia Niro Wave

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

2023 Kia Niro Wave

North Kingstown, RI

UnscoredLimited · 9
$23,02219,539 mi

Comparison: 9 similar vehicles

North Kingstown, RI

2024 Kia Niro EX

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

2024 Kia Niro EX

North Kingstown, RI

UnscoredInsufficient · 0
$23,98346,923 mi

North Kingstown, RI

2025 Kia Niro Wave

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

2025 Kia Niro Wave

North Kingstown, RI

UnscoredInsufficient · 0
$24,22426,000 mi

North Kingstown, RI

2024 Kia Niro EX

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

2024 Kia Niro EX

Westerly, RI

UnscoredModerate · 26
$25,39822,512 mi

Comparison: 26 similar vehicles

Westerly, RI

2024 Toyota Prius LE

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

2024 Toyota Prius LE

North Kingstown, RI

UnscoredLimited · 6
$25,54040,015 mi

Comparison: 6 similar vehicles

North Kingstown, RI

2023 Hyundai Sonata Hybrid Limited

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

2023 Hyundai Sonata Hybrid Limited

Cranston, RI

UnscoredInsufficient · 4
$25,61828,843 mi

Comparison: 4 similar vehicles

Cranston, RI

2025 Kia Niro Wind

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

2025 Kia Niro Wind

North Kingstown, RI

Fair PriceModerate · 26
$25,6524,589 mi

Market: $25,652 – $26,713

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

North Kingstown, RI

2025 Kia Niro Wind

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

2025 Kia Niro Wind

North Kingstown, RI

Fair PriceModerate · 26
$25,6527,172 mi

Market: $25,652 – $26,713

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

North Kingstown, RI

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

Smithfield, RI

UnscoredInsufficient · 0
$25,99943,025 mi

Smithfield, RI

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

Johnston, RI

UnscoredInsufficient · 3
$26,0708,764 mi

Comparison: 3 similar vehicles

Johnston, RI

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

East Providence, RI

Fair PriceLimited · 16
$26,29928,455 mi

Market: $23,897 – $33,395

Comparison: 16 similar vehicles

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

East Providence, RI

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

Johnston, RI

Fair PriceModerate · 47
$26,30811,618 mi

Market: $21,679 – $28,494

Comparison: 47 similar vehicles

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

Johnston, RI

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

Cranston, RI

UnscoredLimited · 8
$26,99819,242 mi

Comparison: 8 similar vehicles

Cranston, RI

2022 Toyota Prius Prime LE

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

2022 Toyota Prius Prime LE

Cranston, RI

OverpricedLimited · 14
$26,99825,731 mi

Market: $22,995 – $26,824

Comparison: 14 similar vehicles

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

Cranston, RI

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

Johnston, RI

Fair PriceRobust · 54
$27,535Mileage not verified

Market: $27,405 – $32,074

Comparison: 54 similar vehicles

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

Johnston, RI

2026 Kia Niro LX

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

2026 Kia Niro LX

Cranston, RI

UnscoredLimited · 9
$27,689Mileage not verified

Comparison: 9 similar vehicles

Cranston, RI

2026 Kia Niro LX

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

2026 Kia Niro LX

Cranston, RI

UnscoredLimited · 9
$27,959Mileage not verified

Comparison: 9 similar vehicles

Cranston, RI

2022 Toyota Prius Prime Limited

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

2022 Toyota Prius Prime Limited

Smithfield, RI

UnscoredInsufficient · 0
$28,70021,382 mi

Smithfield, RI

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

Cranston, RI

Fair PriceRobust · 54
$29,160Mileage not verified

Market: $27,405 – $32,074

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Cranston, RI

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

Cranston, RI

Fair PriceRobust · 54
$29,564Mileage not verified

Market: $27,405 – $32,074

Comparison: 54 similar vehicles

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

Cranston, RI

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Middletown, RI

UnscoredInsufficient · 3
$29,922Mileage not verified

Comparison: 3 similar vehicles

Middletown, RI

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

Cranston, RI

Fair PriceRobust · 54
$29,964Mileage not verified

Market: $27,405 – $32,074

Comparison: 54 similar vehicles

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

Cranston, RI

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

Cranston, RI

Fair PriceRobust · 54
$30,064Mileage not verified

Market: $27,405 – $32,074

Comparison: 54 similar vehicles

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

Cranston, RI

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 Kingstown, RI

Fair PriceLimited · 17
$30,450Mileage not verified

Market: $27,405 – $32,074

Comparison: 17 similar vehicles

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

North Kingstown, RI

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 manage their profile, 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, exports, and enhanced merchandising.
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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