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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

41 listings found

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

Syracuse, NY

UnscoredInsufficient · 4
$5,900142,113 mi

Comparison: 4 similar vehicles

Syracuse, 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

Syracuse, NY

UnscoredLimited · 7
$8,900120,726 mi

Comparison: 7 similar vehicles

Syracuse, NY

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Syracuse, NY

UnscoredLimited · 5
$11,495133,275 mi

Comparison: 5 similar vehicles

Syracuse, NY

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

Skaneateles, NY

UnscoredLimited · 5
$12,99074,906 mi

Comparison: 5 similar vehicles

Skaneateles, NY

2020 Kia Niro LX

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

2020 Kia Niro LX

Liverpool, NY

UnscoredLimited · 6
$14,98860,048 mi

Comparison: 6 similar vehicles

Liverpool, NY

2017 Toyota Prius Prime Premium

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

2017 Toyota Prius Prime Premium

Glenfield, NY

Fair PriceModerate · 27
$15,995115,680 mi

Market: $12,900 – $20,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Glenfield, NY

2022 Kia Niro LXS

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

2022 Kia Niro LXS

Watertown, NY

UnscoredInsufficient · 0
$16,39898,210 mi

Watertown, 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

East Syracuse, NY

UnscoredLimited · 7
$18,17472,470 mi

Comparison: 7 similar vehicles

East Syracuse, NY

2019 Toyota Prius XLE

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

2019 Toyota Prius XLE

Cicero, NY

Great DealModerate · 36
$18,811102,340 mi

Market: $21,243 – $23,991

Comparison: 36 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 36 days listed (based on current market benchmarks)

Cicero, NY

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

Syracuse, NY

UnscoredLimited · 7
$18,90091,226 mi

Comparison: 7 similar vehicles

Syracuse, NY

2019 Chrysler Pacifica Hybrid Limited

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

2019 Chrysler Pacifica Hybrid Limited

Rome, NY

UnscoredInsufficient · 0
$19,00094,029 mi

Rome, 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

Auburn, NY

UnscoredLimited · 5
$20,99580,892 mi

Comparison: 5 similar vehicles

Auburn, 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

Syracuse, NY

UnscoredInsufficient · 0
$23,99554,330 mi

Syracuse, 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

Adams, NY

UnscoredInsufficient · 0
$24,70760,872 mi

Adams, NY

2026 Kia Niro LX

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

2026 Kia Niro LX

Liverpool, NY

UnscoredLimited · 9
$26,813Mileage not verified

Comparison: 9 similar vehicles

Liverpool, 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

Oswego, NY

Great DealLimited · 16
$27,17441,741 mi

Market: $29,170 – $35,404

Comparison: 16 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 77 days listed (based on current market benchmarks)

Oswego, NY

2026 Kia Niro LX

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

2026 Kia Niro LX

Liverpool, NY

UnscoredLimited · 9
$27,362Mileage not verified

Comparison: 9 similar vehicles

Liverpool, NY

2026 Kia Niro LX

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

2026 Kia Niro LX

Liverpool, NY

UnscoredLimited · 9
$27,552Mileage not verified

Comparison: 9 similar vehicles

Liverpool, NY

2026 Kia Niro LX

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

2026 Kia Niro LX

Liverpool, NY

UnscoredLimited · 9
$27,902Mileage not verified

Comparison: 9 similar vehicles

Liverpool, NY

2024 Kia Niro EX

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

2024 Kia Niro EX

Fayetteville, NY

UnscoredInsufficient · 0
$28,17019,207 mi

Fayetteville, 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

Cicero, NY

Fair PriceLimited · 17
$29,75925,012 mi

Market: $29,770 – $31,990

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 17 days listed (based on current market benchmarks)

Cicero, 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

Cicero, NY

UnscoredInsufficient · 3
$30,303Mileage not verified

Comparison: 3 similar vehicles

Cicero, 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

Cicero, NY

UnscoredInsufficient · 3
$30,790Mileage not verified

Comparison: 3 similar vehicles

Cicero, NY

2026 Kia Niro EX

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

2026 Kia Niro EX

Liverpool, NY

Fair PriceLimited · 19
$31,710Mileage not verified

Market: $30,380 – $34,045

Comparison: 19 similar vehicles

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

Liverpool, NY

2024 Toyota Prius Prime XSE

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

2024 Toyota Prius Prime XSE

Watertown, NY

Fair PriceModerate · 33
$32,07513,457 mi

Market: $32,125 – $33,961

Comparison: 33 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 96 days listed (based on current market benchmarks)

Watertown, 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

Cicero, NY

UnscoredLimited · 7
$32,353Mileage not verified

Comparison: 7 similar vehicles

Cicero, NY

2026 Hyundai Sonata Hybrid SEL

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

2026 Hyundai Sonata Hybrid SEL

Cicero, NY

Fair PriceRobust · 68
$33,793Mileage not verified

Market: $30,437 – $35,709

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Cicero, NY

2026 Hyundai Sonata Hybrid SEL

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

2026 Hyundai Sonata Hybrid SEL

Cicero, NY

Fair PriceRobust · 68
$34,208Mileage not verified

Market: $30,437 – $35,709

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 119 days listed (based on current market benchmarks)

Cicero, NY

2026 Toyota Prius XLE

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

2026 Toyota Prius XLE

Cicero, NY

UnscoredInsufficient · 4
$34,273Mileage not verified

Comparison: 4 similar vehicles

Cicero, NY

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Oneida, NY

UnscoredLimited · 6
$34,698Mileage not verified

Comparison: 6 similar vehicles

Oneida, NY

2027 Kia Niro EX

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

2027 Kia Niro EX

East Syracuse, NY

Fair PriceLimited · 10
$34,885Mileage not verified

Market: $33,474 – $35,260

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

East Syracuse, NY

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Cicero, NY

UnscoredInsufficient · 4
$35,254Mileage not verified

Comparison: 4 similar vehicles

Cicero, NY

2026 Toyota Prius XLE

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

2026 Toyota Prius XLE

Watertown, NY

UnscoredInsufficient · 4
$35,928Mileage not verified

Comparison: 4 similar vehicles

Watertown, NY

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Auburn, NY

UnscoredInsufficient · 3
$36,862Mileage not verified

Comparison: 3 similar vehicles

Auburn, NY

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Fayetteville, NY

UnscoredLimited · 6
$37,078Mileage not verified

Comparison: 6 similar vehicles

Fayetteville, NY

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Auburn, NY

UnscoredInsufficient · 3
$37,595Mileage not verified

Comparison: 3 similar vehicles

Auburn, NY

2025 Hyundai Sonata Hybrid Limited

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

2025 Hyundai Sonata Hybrid Limited

Cicero, NY

UnscoredLimited · 5
$38,537Mileage not verified

Comparison: 5 similar vehicles

Cicero, NY

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Fayetteville, NY

Fair PriceModerate · 27
$40,996Mileage not verified

Market: $38,772 – $42,490

Comparison: 27 similar vehicles

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

Fayetteville, NY

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

East Syracuse, NY

Fair PriceModerate · 27
$41,106Mileage not verified

Market: $38,772 – $42,490

Comparison: 27 similar vehicles

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

East Syracuse, NY

2025 Toyota Prius XSE Premium

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

2025 Toyota Prius XSE Premium

Cicero, NY

UnscoredInsufficient · 0
$41,265Mileage not verified

Cicero, NY

2026 Kia Niro Wind

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

2026 Kia Niro Wind

Watertown, NY

Fair PriceRobust · 89
$42,880Mileage not verified

Market: $31,215 – $43,949

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Watertown, 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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