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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

263 listings found

2007 Toyota Prius Touring

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

2007 Toyota Prius Touring

Kenneth City, FL

UnscoredInsufficient · 3
$2,288319,000 mi

Comparison: 3 similar vehicles

Kenneth City, FL

2012 Toyota Prius Five

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

2012 Toyota Prius Five

Tampa, FL

UnscoredInsufficient · 0
$2,900269,000 mi

Tampa, FL

2012 Hyundai Sonata Hybrid Base

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

2012 Hyundai Sonata Hybrid Base

Largo, FL

UnscoredInsufficient · 3
$3,995119,203 mi

Comparison: 3 similar vehicles

Largo, FL

2010 Honda Insight EX

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

2010 Honda Insight EX

St. Petersburg, FL

UnscoredLimited · 9
$3,999Mileage not verified

Comparison: 9 similar vehicles

St. Petersburg, FL

2010 Toyota Prius II

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

2010 Toyota Prius II

Clearwater, FL

UnscoredLimited · 8
$4,900159,957 mi

Comparison: 8 similar vehicles

Clearwater, FL

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Clearwater, FL

UnscoredLimited · 7
$5,495161,495 mi

Comparison: 7 similar vehicles

Clearwater, FL

2010 Honda Insight EX

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

2010 Honda Insight EX

Largo, FL

UnscoredLimited · 9
$6,200110,248 mi

Comparison: 9 similar vehicles

Largo, FL

2010 Honda Insight EX

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

2010 Honda Insight EX

Largo, FL

UnscoredLimited · 9
$6,20097,427 mi

Comparison: 9 similar vehicles

Largo, FL

2010 Honda Insight EX

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

2010 Honda Insight EX

Tampa, FL

UnscoredInsufficient · 3
$6,952125,079 mi

Comparison: 3 similar vehicles

Tampa, FL

2019 Kia Niro LX

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

2019 Kia Niro LX

Tampa, FL

UnscoredLimited · 6
$7,200113,581 mi

Comparison: 6 similar vehicles

Tampa, FL

2014 Hyundai Sonata Hybrid Limited

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

2014 Hyundai Sonata Hybrid Limited

Tampa, FL

UnscoredInsufficient · 3
$7,299100,637 mi

Comparison: 3 similar vehicles

Tampa, FL

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Clearwater, FL

Fair PriceLimited · 12
$7,495104,174 mi

Market: $5,299 – $12,900

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Clearwater, FL

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

Port Charlotte, FL

UnscoredInsufficient · 0
$7,499130,649 mi

Port Charlotte, FL

2020 Ford Fusion Hybrid Titanium

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

2020 Ford Fusion Hybrid Titanium

Tampa, FL

UnscoredLimited · 7
$7,804176,258 mi

Comparison: 7 similar vehicles

Tampa, FL

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Clearwater, FL

UnscoredInsufficient · 3
$7,995218,219 mi

Comparison: 3 similar vehicles

Clearwater, FL

2010 Toyota Prius I

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

2010 Toyota Prius I

Largo, FL

UnscoredLimited · 9
$8,40080,193 mi

Comparison: 9 similar vehicles

Largo, FL

2018 Kia Niro LX

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

2018 Kia Niro LX

Tampa, FL

UnscoredInsufficient · 4
$8,795106,151 mi

Comparison: 4 similar vehicles

Tampa, FL

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Clearwater, FL

UnscoredInsufficient · 4
$8,989189,837 mi

Comparison: 4 similar vehicles

Clearwater, FL

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Tampa, FL

UnscoredInsufficient · 4
$8,999122,496 mi

Comparison: 4 similar vehicles

Tampa, FL

2019 Honda Insight EX

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

2019 Honda Insight EX

Clearwater, FL

UnscoredInsufficient · 0
$9,495149,812 mi

Clearwater, FL

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

Tampa, FL

UnscoredLimited · 16
$9,977127,300 mi

Comparison: 16 similar vehicles

Tampa, FL

2009 Toyota Prius Base

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

2009 Toyota Prius Base

Tampa, FL

UnscoredInsufficient · 0
$10,00082,176 mi

Tampa, FL

2012 Toyota Prius Four

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

2012 Toyota Prius Four

Tampa, FL

UnscoredLimited · 5
$10,199121,207 mi

Comparison: 5 similar vehicles

Tampa, FL

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

Tampa, FL

UnscoredInsufficient · 0
$10,477232,955 mi

Tampa, FL

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

Bradenton, FL

UnscoredLimited · 9
$10,98797,494 mi

Comparison: 9 similar vehicles

Bradenton, FL

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

Sarasota, FL

UnscoredInsufficient · 0
$10,990107,707 mi

Sarasota, FL

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Clearwater, FL

Fair PriceLimited · 16
$11,490106,073 mi

Market: $9,995 – $16,050

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Clearwater, FL

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Tampa, FL

UnscoredInsufficient · 4
$11,500129,032 mi

Comparison: 4 similar vehicles

Tampa, FL

2017 Toyota Prius Two

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

2017 Toyota Prius Two

Brandon, FL

UnscoredLimited · 5
$11,920125,669 mi

Comparison: 5 similar vehicles

Brandon, FL

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Sarasota, FL

UnscoredLimited · 19
$11,953157,958 mi

Comparison: 19 similar vehicles

Sarasota, FL

2021 Kia Niro Touring

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

2021 Kia Niro Touring

Sarasota, FL

UnscoredInsufficient · 0
$11,99583,706 mi

Sarasota, FL

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

Bradenton, FL

UnscoredLimited · 8
$11,995106,230 mi

Comparison: 8 similar vehicles

Bradenton, FL

2019 Kia Niro LX

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

2019 Kia Niro LX

Port Charlotte, FL

UnscoredLimited · 6
$12,62473,319 mi

Comparison: 6 similar vehicles

Port Charlotte, FL

2016 Toyota Prius Four

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

2016 Toyota Prius Four

Clearwater, FL

Fair PriceLimited · 19
$14,990108,345 mi

Market: $13,493 – $20,478

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Clearwater, FL

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

Port Charlotte, FL

UnscoredInsufficient · 0
$14,99558,439 mi

Port Charlotte, FL

2019 Toyota Prius LE

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

2019 Toyota Prius LE

Clearwater, FL

UnscoredInsufficient · 0
$15,290116,564 mi

Clearwater, FL

2017 Toyota Prius Two Eco

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

2017 Toyota Prius Two Eco

Pinellas Park, FL

UnscoredInsufficient · 3
$16,379105,901 mi

Comparison: 3 similar vehicles

Pinellas Park, FL

2017 Kia Niro EX

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

2017 Kia Niro EX

St. Petersburg, FL

UnscoredInsufficient · 0
$16,39726,665 mi

St. Petersburg, FL

2020 Kia Niro LXS

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

2020 Kia Niro LXS

Tampa, FL

UnscoredInsufficient · 0
$16,95661,000 mi

Tampa, FL

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

Tampa, FL

Fair PriceLimited · 16
$17,17588,187 mi

Market: $9,977 – $20,000

Comparison: 16 similar vehicles

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

Tampa, FL

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

Bradenton, FL

UnscoredInsufficient · 0
$17,483119,123 mi

Bradenton, FL

2019 Toyota Prius Limited

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

2019 Toyota Prius Limited

Tampa, FL

UnscoredInsufficient · 0
$17,99999,460 mi

Tampa, FL

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

Clearwater, FL

UnscoredInsufficient · 3
$18,29971,302 mi

Comparison: 3 similar vehicles

Clearwater, FL

2020 Toyota Prius LE

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

2020 Toyota Prius LE

Punta Gorda, FL

UnscoredInsufficient · 0
$18,62879,815 mi

Punta Gorda, FL

2020 Toyota Prius Prime XLE

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

2020 Toyota Prius Prime XLE

Punta Gorda, FL

UnscoredLimited · 5
$18,64375,671 mi

Comparison: 5 similar vehicles

Punta Gorda, FL

2025 Kia Niro LX

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

2025 Kia Niro LX

Sarasota, FL

UnscoredInsufficient · 3
$18,87937,572 mi

Comparison: 3 similar vehicles

Sarasota, FL

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

Sarasota, FL

UnscoredInsufficient · 3
$18,90061,224 mi

Comparison: 3 similar vehicles

Sarasota, FL

2022 Kia Niro EX

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

2022 Kia Niro EX

Clearwater, FL

UnscoredInsufficient · 0
$18,99866,401 mi

Clearwater, FL

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Seffner, FL

UnscoredInsufficient · 0
$19,19330,893 mi

Seffner, FL

2024 Kia Niro EX

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

2024 Kia Niro EX

Brandon, FL

UnscoredInsufficient · 0
$19,29858,495 mi

Brandon, FL

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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