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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 23, 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

77 listings found

2013 Hyundai Sonata Hybrid Base

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

2013 Hyundai Sonata Hybrid Base

Rockford, IL

UnscoredInsufficient · 3
$5,211190,235 mi

Comparison: 3 similar vehicles

Rockford, IL

2010 Toyota Prius IV

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

2010 Toyota Prius IV

Morrison, IL

UnscoredLimited · 5
$5,543204,344 mi

Comparison: 5 similar vehicles

Morrison, IL

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Machesney Park, IL

UnscoredLimited · 10
$5,900151,959 mi

Comparison: 10 similar vehicles

Machesney Park, IL

2017 Kia Niro LX

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

2017 Kia Niro LX

Freeport, IL

UnscoredInsufficient · 0
$5,995159,421 mi

Freeport, IL

2010 Honda Insight EX

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

2010 Honda Insight EX

Madison, WI

UnscoredInsufficient · 4
$7,39097,302 mi

Comparison: 4 similar vehicles

Madison, WI

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Madison, WI

UnscoredInsufficient · 4
$7,495157,645 mi

Comparison: 4 similar vehicles

Madison, WI

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

Madison, WI

UnscoredLimited · 13
$8,399287,228 mi

Comparison: 13 similar vehicles

Madison, WI

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

Hollandale, WI

UnscoredLimited · 13
$8,500176,726 mi

Comparison: 13 similar vehicles

Hollandale, WI

2018 Kia Niro Touring

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

2018 Kia Niro Touring

Rockford, IL

UnscoredInsufficient · 0
$9,412146,036 mi

Rockford, IL

2011 Toyota Prius III

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

2011 Toyota Prius III

Madison, WI

UnscoredInsufficient · 0
$9,800134,938 mi

Madison, WI

2019 Honda Insight EX

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

2019 Honda Insight EX

Rockford, IL

UnscoredLimited · 7
$11,375198,748 mi

Comparison: 7 similar vehicles

Rockford, IL

2016 Toyota Prius Two

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

2016 Toyota Prius Two

Loves Park, IL

UnscoredLimited · 12
$12,412150,402 mi

Comparison: 12 similar vehicles

Loves Park, IL

2018 Toyota Prius Prime Premium

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

2018 Toyota Prius Prime Premium

Madison, WI

UnscoredInsufficient · 0
$12,90044,601 mi

Madison, WI

2018 Kia Niro LX

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

2018 Kia Niro LX

Madison, WI

UnscoredInsufficient · 0
$13,99891,323 mi

Madison, WI

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

Madison, WI

UnscoredLimited · 8
$15,39460,477 mi

Comparison: 8 similar vehicles

Madison, WI

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

Stockton, IL

UnscoredInsufficient · 0
$16,30142,827 mi

Stockton, IL

2021 Chrysler Pacifica Hybrid Touring L

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

2021 Chrysler Pacifica Hybrid Touring L

Rockford, IL

Fair PriceModerate · 37
$17,495100,123 mi

Market: $11,995 – $23,010

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Rockford, IL

2019 Honda Insight LX

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

2019 Honda Insight LX

Belvidere, IL

UnscoredInsufficient · 0
$19,24074,099 mi

Belvidere, IL

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

Monroe, WI

UnscoredInsufficient · 3
$19,91976,546 mi

Comparison: 3 similar vehicles

Monroe, WI

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Madison, WI

UnscoredInsufficient · 0
$20,77536,719 mi

Madison, WI

2025 Kia Niro LX

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

2025 Kia Niro LX

Platteville, WI

UnscoredInsufficient · 4
$21,11340,273 mi

Comparison: 4 similar vehicles

Platteville, WI

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

Beloit, WI

Fair PriceLimited · 13
$21,28578,957 mi

Market: $19,306 – $22,377

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Beloit, WI

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

Galena, IL

UnscoredLimited · 7
$21,30970,510 mi

Comparison: 7 similar vehicles

Galena, IL

2022 Honda Insight EX

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

2022 Honda Insight EX

Beloit, WI

UnscoredInsufficient · 0
$22,41453,931 mi

Beloit, WI

2025 Kia Niro LX

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

2025 Kia Niro LX

Beloit, WI

UnscoredLimited · 6
$22,47130,584 mi

Comparison: 6 similar vehicles

Beloit, WI

2019 Toyota Prius Limited

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

2019 Toyota Prius Limited

Madison, WI

UnscoredInsufficient · 0
$22,99870,766 mi

Madison, WI

2024 Hyundai Sonata Hybrid SEL

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

2024 Hyundai Sonata Hybrid SEL

Dixon, IL

UnscoredInsufficient · 4
$23,26158,497 mi

Comparison: 4 similar vehicles

Dixon, IL

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

Galena, IL

Great DealLimited · 10
$23,61027,197 mi

Market: $28,244 – $28,292

Comparison: 10 similar vehicles

Competitively priced ~16% below the typical range compared to similar vehicles · 20 days listed (based on current market benchmarks)

Galena, IL

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

Rockford, IL

UnscoredLimited · 9
$23,98852,888 mi

Comparison: 9 similar vehicles

Rockford, IL

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

Monroe, WI

Fair PriceModerate · 26
$24,64861,811 mi

Market: $19,217 – $34,632

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Monroe, WI

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

Madison, WI

UnscoredLimited · 8
$24,99840,018 mi

Comparison: 8 similar vehicles

Madison, WI

2024 Kia Niro LX

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

2024 Kia Niro LX

Loves Park, IL

UnscoredInsufficient · 0
$25,16225,675 mi

Loves Park, IL

2022 Chrysler Pacifica Hybrid Pinnacle Hybrid

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

2022 Chrysler Pacifica Hybrid Pinnacle Hybrid

Galena, IL

UnscoredInsufficient · 0
$25,79641,680 mi

Galena, IL

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

Galena, IL

UnscoredLimited · 9
$26,39724,430 mi

Comparison: 9 similar vehicles

Galena, IL

2024 Toyota Prius LE

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

2024 Toyota Prius LE

Belvidere, IL

UnscoredLimited · 7
$26,42433,602 mi

Comparison: 7 similar vehicles

Belvidere, IL

2024 Kia Niro EX

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

2024 Kia Niro EX

Belvidere, IL

UnscoredInsufficient · 0
$26,8803,317 mi

Belvidere, IL

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

Rockford, IL

UnscoredInsufficient · 0
$28,41110,079 mi

Rockford, IL

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Janesville, WI

Fair PriceRobust · 50
$28,69923,920 mi

Market: $25,604 – $30,998

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Janesville, WI

2025 Toyota Prius LE

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

2025 Toyota Prius LE

Madison, WI

Fair PriceLimited · 15
$28,99817,939 mi

Market: $26,999 – $30,494

Comparison: 15 similar vehicles

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

Madison, WI

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

Mount Carroll, IL

UnscoredInsufficient · 0
$29,30320,698 mi

Mount Carroll, IL

2027 Kia Niro LX

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

2027 Kia Niro LX

Janesville, WI

Great DealLimited · 10
$30,334Mileage not verified

Market: $31,467 – $33,194

Comparison: 10 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 33 days listed (based on current market benchmarks)

Janesville, WI

2024 Hyundai Sonata Hybrid Limited

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

2024 Hyundai Sonata Hybrid Limited

Madison, WI

UnscoredInsufficient · 0
$30,40231,254 mi

Madison, WI

2027 Hyundai Sonata Hybrid Blue

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

2027 Hyundai Sonata Hybrid Blue

Madison, WI

UnscoredLimited · 12
$30,533Mileage not verified

Comparison: 12 similar vehicles

Madison, WI

2027 Kia Niro LX

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

2027 Kia Niro LX

Madison, WI

Fair PriceLimited · 10
$31,467Mileage not verified

Market: $30,334 – $33,194

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Madison, WI

2024 Toyota Prius XLE

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

2024 Toyota Prius XLE

Janesville, WI

UnscoredLimited · 8
$31,49935,126 mi

Comparison: 8 similar vehicles

Janesville, WI

2027 Hyundai Sonata Hybrid Blue

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

2027 Hyundai Sonata Hybrid Blue

Madison, WI

Fair PriceLimited · 12
$31,514Mileage not verified

Market: $30,533 – $32,014

Comparison: 12 similar vehicles

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

Madison, WI

2027 Hyundai Sonata Hybrid Blue

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

2027 Hyundai Sonata Hybrid Blue

Madison, WI

Fair PriceLimited · 13
$31,514Mileage not verified

Market: $30,533 – $32,014

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Madison, WI

2027 Hyundai Sonata Hybrid Blue

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

2027 Hyundai Sonata Hybrid Blue

Madison, WI

Fair PriceLimited · 13
$31,514Mileage not verified

Market: $30,533 – $32,014

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Madison, WI

2027 Kia Niro LX

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

2027 Kia Niro LX

Madison, WI

Fair PriceLimited · 10
$31,559Mileage not verified

Market: $30,334 – $33,194

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Madison, WI

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

Rockford, IL

OverpricedLimited · 10
$31,597Mileage not verified

Market: $27,477 – $30,498

Comparison: 10 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Rockford, IL

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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