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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 11, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

187 listings found

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Lowellville, OH

UnscoredInsufficient · 0
$3,995341,517 mi

Lowellville, OH

2011 Toyota Prius II

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

2011 Toyota Prius II

Lowellville, OH

Unscored
$3,995279,142 mi

Comparison: 14 similar vehicles

Lowellville, OH

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Carrollton, OH

UnscoredInsufficient · 0
$5,495216,904 mi

Carrollton, OH

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Wexford, PA

UnscoredInsufficient · 4
$5,987154,338 mi

Comparison: 4 similar vehicles

Wexford, PA

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Irwin, PA

Unscored
$5,999134,516 mi

Comparison: 8 similar vehicles

Irwin, PA

No Photo

2009 Toyota Prius Touring

Mcgrann, PA

UnscoredInsufficient · 0
$6,250173,521 mi

Mcgrann, PA

2011 Toyota Prius II

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

2011 Toyota Prius II

Dillonvale, OH

Unscored
$6,900193,910 mi

Comparison: 13 similar vehicles

Dillonvale, OH

2010 Toyota Prius I

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

2010 Toyota Prius I

Girard, OH

Unscored
$6,995192,392 mi

Comparison: 6 similar vehicles

Girard, OH

2016 Toyota Prius Three

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

2016 Toyota Prius Three

Pittsburgh, PA

UnscoredInsufficient · 3
$7,000203,000 mi

Comparison: 3 similar vehicles

Pittsburgh, PA

2019 Kia Niro LX

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

2019 Kia Niro LX

Duquesne, PA

Salvage title
$7,299131,965 mi

Duquesne, PA

2012 Toyota Prius Four

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

2012 Toyota Prius Four

Niles, OH

UnscoredInsufficient · 0
$7,495191,904 mi

Niles, OH

2010 Toyota Prius III

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

2010 Toyota Prius III

Carrollton, OH

Unscored
$7,900214,339 mi

Comparison: 9 similar vehicles

Carrollton, OH

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

Pittsburgh, PA

Unscored
$7,950134,500 mi

Comparison: 5 similar vehicles

Pittsburgh, PA

2012 Toyota Prius Five

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

2012 Toyota Prius Five

Irwin, PA

UnscoredInsufficient · 0
$7,995156,946 mi

Irwin, PA

2008 Toyota Prius

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

2008 Toyota Prius

Youngstown, OH

UnscoredInsufficient · 0
$8,450113,058 mi

Youngstown, OH

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Irwin, PA

Unscored
$8,499147,004 mi

Comparison: 28 similar vehicles

Irwin, PA

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Homestead, PA

Unscored
$8,995153,748 mi

Comparison: 6 similar vehicles

Homestead, PA

2016 Hyundai Sonata Hybrid Limited

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

2016 Hyundai Sonata Hybrid Limited

Pittsburgh, PA

UnscoredInsufficient · 3
$8,999118,114 mi

Comparison: 3 similar vehicles

Pittsburgh, PA

2019 Hyundai Sonata Hybrid SE

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

2019 Hyundai Sonata Hybrid SE

Freeport, PA

UnscoredInsufficient · 0
$9,900107,086 mi

Freeport, PA

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Mercer, PA

Unscored
$9,900117,183 mi

Comparison: 6 similar vehicles

Mercer, PA

2010 Toyota Prius I

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

2010 Toyota Prius I

Monroeville, PA

Fair PriceLimited · 12
$10,99598,846 mi

Market: $5,950 – $12,490

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Monroeville, PA

2016 Toyota Prius Two Eco

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

2016 Toyota Prius Two Eco

Pittsburgh, PA

Salvage title
$11,300102,042 mi

Pittsburgh, PA

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

Youngstown, OH

Unscored
$12,62370,255 mi

Comparison: 7 similar vehicles

Youngstown, OH

2017 Toyota Prius Two

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

2017 Toyota Prius Two

Pittsburgh, PA

UnscoredInsufficient · 3
$13,495148,139 mi

Comparison: 3 similar vehicles

Pittsburgh, PA

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

Monroeville, PA

UnscoredInsufficient · 0
$14,002110,469 mi

Monroeville, PA

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

Alliance, OH

Great DealLimited · 14
$14,70034,666 mi

Market: $15,491 – $17,511

Comparison: 14 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 28 days listed (based on current market benchmarks)

Alliance, OH

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

Alliance, OH

Unscored
$14,90042,807 mi

Comparison: 6 similar vehicles

Alliance, OH

2018 Chrysler Pacifica Hybrid Limited

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

2018 Chrysler Pacifica Hybrid Limited

Zelienople, PA

Fair PriceLimited · 12
$14,98892,900 mi

Market: $11,895 – $19,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Zelienople, PA

2020 Kia Niro LX

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

2020 Kia Niro LX

Wexford, PA

UnscoredInsufficient · 0
$14,99669,315 mi

Wexford, PA

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

Alliance, OH

UnscoredInsufficient · 4
$15,00056,404 mi

Comparison: 4 similar vehicles

Alliance, OH

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Wexford, PA

Fair PriceLimited · 12
$15,49867,399 mi

Market: $9,198 – $17,990

Comparison: 12 similar vehicles

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

Wexford, PA

2017 Toyota Prius Two

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

2017 Toyota Prius Two

Renfrew, PA

Unscored
$16,486117,389 mi

Comparison: 6 similar vehicles

Renfrew, PA

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

Steubenville, OH

OverpricedModerate · 36
$17,27768,311 mi

Market: $11,384 – $16,198

Comparison: 36 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Steubenville, OH

2018 Toyota Prius Two

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

2018 Toyota Prius Two

Boardman, OH

UnscoredInsufficient · 4
$17,38898,932 mi

Comparison: 4 similar vehicles

Boardman, OH

2019 Toyota Prius XLE

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

2019 Toyota Prius XLE

Youngstown, OH

UnscoredInsufficient · 0
$17,893100,936 mi

Youngstown, OH

2017 Toyota Prius Three

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

2017 Toyota Prius Three

Pittsburgh, PA

UnscoredInsufficient · 0
$18,98851,308 mi

Pittsburgh, PA

2016 Toyota Prius Two

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

2016 Toyota Prius Two

Mercer, PA

UnscoredInsufficient · 0
$19,90056,139 mi

Mercer, PA

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

Girard, OH

UnscoredInsufficient · 0
$19,995113,610 mi

Girard, OH

2021 Honda Insight EX

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

2021 Honda Insight EX

Youngstown, OH

Unscored
$20,29390,474 mi

Comparison: 8 similar vehicles

Youngstown, OH

2018 Toyota Prius Four

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

2018 Toyota Prius Four

Irwin, PA

UnscoredInsufficient · 0
$20,31168,918 mi

Irwin, PA

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

Pittsburgh, PA

Fair PriceModerate · 21
$20,35173,320 mi

Market: $14,995 – $24,999

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Pittsburgh, PA

2019 Honda Insight Touring

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

2019 Honda Insight Touring

Bridgeville, PA

Unscored
$20,99064,658 mi

Comparison: 8 similar vehicles

Bridgeville, PA

2021 Honda Insight Touring

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

2021 Honda Insight Touring

Pleasant Hills, PA

UnscoredInsufficient · 0
$21,27756,032 mi

Pleasant Hills, PA

2026 Kia Niro Wind

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

2026 Kia Niro Wind

Canonsburg, PA

Great DealModerate · 43
$21,716Mileage not verified

Market: $29,484 – $43,798

Comparison: 43 similar vehicles

Competitively priced ~26% below the typical range compared to similar vehicles · 109 days listed (based on current market benchmarks)

Canonsburg, PA

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Wexford, PA

Unscored
$21,77010,058 mi

Comparison: 5 similar vehicles

Wexford, PA

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

Wintersville, OH

Fair PriceModerate · 26
$21,850102,601 mi

Market: $14,995 – $24,999

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Wintersville, OH

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

Irwin, PA

Fair PriceModerate · 48
$21,989101,476 mi

Market: $19,482 – $24,489

Comparison: 48 similar vehicles

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

Irwin, PA

2021 Chrysler Pacifica Hybrid Limited

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

2021 Chrysler Pacifica Hybrid Limited

Boardman, OH

Unscored
$22,07068,728 mi

Comparison: 7 similar vehicles

Boardman, OH

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

North Huntingdon, PA

Fair PriceRobust · 58
$22,48764,209 mi

Market: $17,900 – $23,990

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 182 days listed (based on current market benchmarks)

North Huntingdon, PA

2023 Kia Niro Wave

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

2023 Kia Niro Wave

Pittsburgh, PA

UnscoredInsufficient · 0
$23,28811,783 mi

Pittsburgh, PA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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