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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

98 listings found

2015 Ford Fusion Hybrid S

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

2015 Ford Fusion Hybrid S

Saint Georges, DE

UnscoredInsufficient · 0
$4,900202,019 mi

Saint Georges, DE

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Bear, DE

UnscoredLimited · 7
$6,590144,570 mi

Comparison: 7 similar vehicles

Bear, DE

2013 Honda Insight EX

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

2013 Honda Insight EX

Vineland, NJ

Salvage title
$9,90070,690 mi

Vineland, NJ

2010 Toyota Prius I

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

2010 Toyota Prius I

Vineland, NJ

UnscoredModerate · 29
$9,999135,958 mi

Comparison: 29 similar vehicles

Vineland, NJ

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Laurel, DE

UnscoredLimited · 8
$10,995114,827 mi

Comparison: 8 similar vehicles

Laurel, DE

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Vineland, NJ

Fair PriceModerate · 20
$11,700115,890 mi

Market: $6,295 – $18,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 278 days listed (based on current market benchmarks)

Vineland, NJ

2017 Toyota Prius Three

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

2017 Toyota Prius Three

Dover, DE

UnscoredLimited · 18
$12,800124,300 mi

Comparison: 18 similar vehicles

Dover, DE

2019 Kia Niro EX

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

2019 Kia Niro EX

Felton, DE

UnscoredInsufficient · 3
$13,25099,856 mi

Comparison: 3 similar vehicles

Felton, DE

2015 Hyundai Sonata Hybrid Limited

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

2015 Hyundai Sonata Hybrid Limited

Salisbury, MD

UnscoredLimited · 9
$15,99863,624 mi

Comparison: 9 similar vehicles

Salisbury, MD

No Photo

2019 Ford Fusion Hybrid SE

Salisbury, MD

UnscoredInsufficient · 0
$16,09849,685 mi

Salisbury, MD

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

Salisbury, MD

UnscoredInsufficient · 0
$17,12942,930 mi

Salisbury, MD

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

Felton, DE

UnscoredInsufficient · 0
$17,60158,712 mi

Felton, DE

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

Vineland, NJ

Fair PriceRobust · 51
$18,015102,127 mi

Market: $10,999 – $19,998

Comparison: 51 similar vehicles

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

Vineland, NJ

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

Salisbury, MD

UnscoredInsufficient · 0
$19,64841,330 mi

Salisbury, MD

2019 Toyota Prius Limited

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

2019 Toyota Prius Limited

Milford, DE

UnscoredInsufficient · 0
$19,799116,412 mi

Milford, DE

2019 Toyota Prius Prime Premium

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

2019 Toyota Prius Prime Premium

Salisbury, MD

Fair PriceModerate · 33
$19,998103,653 mi

Market: $16,530 – $21,195

Comparison: 33 similar vehicles

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

Salisbury, MD

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

Salisbury, MD

UnscoredInsufficient · 0
$20,77566,452 mi

Salisbury, MD

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

Annapolis, MD

Fair PriceModerate · 24
$20,79769,933 mi

Market: $17,900 – $21,649

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Annapolis, MD

2024 Toyota Prius LE

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

2024 Toyota Prius LE

Vineland, NJ

Salvage title
$21,90049,304 mi

Vineland, NJ

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

Dewey Beach, DE

UnscoredInsufficient · 3
$22,92373,009 mi

Comparison: 3 similar vehicles

Dewey Beach, DE

2024 Toyota Prius LE

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

2024 Toyota Prius LE

Vineland, NJ

Salvage title
$22,99519,976 mi

Vineland, NJ

2021 Chrysler Pacifica Hybrid Pinnacle Hybrid

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

2021 Chrysler Pacifica Hybrid Pinnacle Hybrid

Salisbury, MD

UnscoredLimited · 5
$24,00078,272 mi

Comparison: 5 similar vehicles

Salisbury, MD

2023 Kia Niro SX

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

2023 Kia Niro SX

Easton, MD

UnscoredInsufficient · 0
$24,69751,801 mi

Easton, MD

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

Annapolis, MD

UnscoredInsufficient · 0
$24,69948,909 mi

Annapolis, MD

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Salisbury, MD

Fair PriceRobust · 79
$25,99839,704 mi

Market: $25,383 – $29,949

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Salisbury, MD

2025 Kia Niro Wind

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

2025 Kia Niro Wind

Selbyville, DE

Fair PriceLimited · 12
$26,1001,343 mi

Market: $22,799 – $26,553

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Selbyville, DE

2026 Kia Niro LX

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

2026 Kia Niro LX

Salisbury, MD

UnscoredInsufficient · 4
$26,751Mileage not verified

Comparison: 4 similar vehicles

Salisbury, MD

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

Milford, DE

UnscoredInsufficient · 0
$26,75217,118 mi

Milford, DE

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Middle Township, NJ

Fair PriceModerate · 28
$27,29816,420 mi

Market: $26,990 – $34,990

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Middle Township, NJ

2020 Toyota Prius Limited

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

2020 Toyota Prius Limited

Dover, DE

UnscoredInsufficient · 0
$27,29934,602 mi

Dover, DE

2026 Kia Niro LX

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

2026 Kia Niro LX

Felton, DE

Fair PriceRobust · 68
$27,315Mileage not verified

Market: $25,866 – $29,895

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Felton, DE

2026 Kia Niro LX

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

2026 Kia Niro LX

Felton, DE

Fair PriceRobust · 68
$27,584Mileage not verified

Market: $25,866 – $29,895

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 255 days listed (based on current market benchmarks)

Felton, DE

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Salisbury, MD

UnscoredLimited · 7
$29,06020,634 mi

Comparison: 7 similar vehicles

Salisbury, MD

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

Salisbury, MD

UnscoredLimited · 7
$29,765Mileage not verified

Comparison: 7 similar vehicles

Salisbury, MD

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

Preston, MD

Fair PriceLimited · 10
$30,535Mileage not verified

Market: $29,765 – $31,692

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Preston, MD

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

Millsboro, DE

UnscoredLimited · 7
$30,615Mileage not verified

Comparison: 7 similar vehicles

Millsboro, DE

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

Dover, DE

UnscoredLimited · 7
$30,779Mileage not verified

Comparison: 7 similar vehicles

Dover, DE

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

Dover, DE

UnscoredLimited · 7
$30,805Mileage not verified

Comparison: 7 similar vehicles

Dover, DE

2026 Kia Niro EX

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

2026 Kia Niro EX

Easton, MD

Fair PriceRobust · 138
$30,809Mileage not verified

Market: $25,906 – $35,525

Comparison: 138 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Easton, MD

2026 Kia Niro EX

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

2026 Kia Niro EX

Felton, DE

UnscoredInsufficient · 3
$30,874Mileage not verified

Comparison: 3 similar vehicles

Felton, DE

2024 Kia Niro EX

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

2024 Kia Niro EX

Felton, DE

UnscoredLimited · 6
$30,89011,661 mi

Comparison: 6 similar vehicles

Felton, DE

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

Preston, MD

Fair PriceLimited · 11
$31,090Mileage not verified

Market: $29,765 – $31,692

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Preston, MD

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Annapolis, MD

UnscoredLimited · 5
$31,372Mileage not verified

Comparison: 5 similar vehicles

Annapolis, MD

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Annapolis, MD

UnscoredLimited · 5
$31,372Mileage not verified

Comparison: 5 similar vehicles

Annapolis, MD

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

Millville, NJ

Fair PriceLimited · 15
$31,445Mileage not verified

Market: $30,425 – $31,719

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 175 days listed (based on current market benchmarks)

Millville, NJ

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

Millville, NJ

Fair PriceLimited · 15
$31,592Mileage not verified

Market: $30,425 – $31,719

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Millville, NJ

2025 Kia Niro EX

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

2025 Kia Niro EX

Selbyville, DE

UnscoredInsufficient · 3
$31,620Mileage not verified

Comparison: 3 similar vehicles

Selbyville, DE

2026 Kia Niro Wind

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

2026 Kia Niro Wind

Salisbury, MD

Fair PriceRobust · 132
$31,641Mileage not verified

Market: $30,195 – $44,073

Comparison: 132 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Salisbury, MD

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

Salisbury, MD

OverpricedLimited · 10
$31,692Mileage not verified

Market: $29,765 – $31,615

Comparison: 10 similar vehicles

Salisbury, MD

2023 Toyota Prius Prime SE

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

2023 Toyota Prius Prime SE

Vineland, NJ

UnscoredLimited · 7
$31,71138,127 mi

Comparison: 7 similar vehicles

Vineland, NJ

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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