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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 24, 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

49 listings found

2006 Toyota Prius Base

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

2006 Toyota Prius Base

Crawfordville, FL

UnscoredLimited · 9
$3,500223,007 mi

Comparison: 9 similar vehicles

Crawfordville, FL

No Photo

2010 Honda Insight EX

Tallahassee, FL

UnscoredLimited · 10
$4,500200,815 mi

Comparison: 10 similar vehicles

Tallahassee, FL

No Photo

2012 Toyota Prius Four

Tallahassee, FL

UnscoredInsufficient · 0
$4,995245,154 mi

Tallahassee, 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

Tallahassee, FL

UnscoredInsufficient · 0
$5,995146,230 mi

Tallahassee, FL

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Tallahassee, FL

UnscoredLimited · 6
$8,990169,428 mi

Comparison: 6 similar vehicles

Tallahassee, FL

2010 Toyota Prius II

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

2010 Toyota Prius II

Tallahassee, FL

UnscoredInsufficient · 4
$8,990150,075 mi

Comparison: 4 similar vehicles

Tallahassee, FL

2018 Kia Niro LX

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

2018 Kia Niro LX

Tallahassee, FL

UnscoredInsufficient · 0
$9,900177,666 mi

Tallahassee, FL

No Photo

2018 Ford Fusion Hybrid SE

Tallahassee, FL

UnscoredLimited · 5
$10,900152,690 mi

Comparison: 5 similar vehicles

Tallahassee, 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

Tallahassee, FL

UnscoredLimited · 8
$10,995118,195 mi

Comparison: 8 similar vehicles

Tallahassee, FL

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Tallahassee, FL

UnscoredLimited · 6
$10,999118,263 mi

Comparison: 6 similar vehicles

Tallahassee, FL

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Tallahassee, FL

UnscoredInsufficient · 4
$11,99081,048 mi

Comparison: 4 similar vehicles

Tallahassee, FL

2018 Kia Niro LX

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

2018 Kia Niro LX

Tallahassee, FL

UnscoredInsufficient · 0
$12,00060,743 mi

Tallahassee, FL

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

Tallahassee, FL

UnscoredInsufficient · 4
$17,39873,892 mi

Comparison: 4 similar vehicles

Tallahassee, FL

2022 Kia Niro EX

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

2022 Kia Niro EX

Tallahassee, FL

UnscoredInsufficient · 0
$17,39840,198 mi

Tallahassee, 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

Tallahassee, FL

Fair PriceModerate · 38
$18,89866,395 mi

Market: $19,164 – $25,183

Comparison: 38 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 50 days listed (based on current market benchmarks)

Tallahassee, FL

2019 Toyota Prius LE

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

2019 Toyota Prius LE

Tallahassee, FL

UnscoredInsufficient · 0
$19,99891,480 mi

Tallahassee, FL

2017 Toyota Prius Four

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

2017 Toyota Prius Four

Tallahassee, FL

UnscoredLimited · 9
$19,99869,537 mi

Comparison: 9 similar vehicles

Tallahassee, FL

2022 Kia Niro LXS

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

2022 Kia Niro LXS

Tallahassee, FL

UnscoredInsufficient · 0
$20,99855,838 mi

Tallahassee, FL

2019 Honda Insight Touring

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

2019 Honda Insight Touring

Tallahassee, FL

UnscoredInsufficient · 4
$20,99881,388 mi

Comparison: 4 similar vehicles

Tallahassee, FL

2023 Kia Niro EX

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

2023 Kia Niro EX

Tallahassee, FL

UnscoredLimited · 5
$21,38399,521 mi

Comparison: 5 similar vehicles

Tallahassee, FL

No Photo

2018 Chrysler Pacifica Hybrid Touring Plus

Tallahassee, FL

UnscoredInsufficient · 0
$21,99030,919 mi

Tallahassee, 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

Quincy, FL

Fair PriceModerate · 38
$22,12761,519 mi

Market: $18,898 – $25,183

Comparison: 38 similar vehicles

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

Quincy, FL

2025 Kia Niro LX

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

2025 Kia Niro LX

Tallahassee, FL

Fair PriceLimited · 14
$22,19829,127 mi

Market: $21,676 – $23,869

Comparison: 14 similar vehicles

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

Tallahassee, FL

2022 Honda Insight Touring

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

2022 Honda Insight Touring

Tallahassee, FL

UnscoredInsufficient · 0
$22,92597,285 mi

Tallahassee, FL

No Photo

2024 Toyota Prius LE

Tallahassee, FL

UnscoredInsufficient · 0
$23,99961,715 mi

Tallahassee, FL

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

Tallahassee, FL

UnscoredInsufficient · 0
$24,49872,363 mi

Tallahassee, FL

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

Tallahassee, FL

Fair PriceLimited · 12
$25,478Mileage not verified

Market: $25,164 – $27,795

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 484 days listed (based on current market benchmarks)

Tallahassee, FL

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

Tallahassee, FL

Fair PriceLimited · 12
$26,4793,000 mi

Market: $25,164 – $27,795

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 435 days listed (based on current market benchmarks)

Tallahassee, FL

2026 Kia Niro LX

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

2026 Kia Niro LX

Tallahassee, FL

Fair PriceModerate · 44
$26,492Mileage not verified

Market: $27,275 – $29,877

Comparison: 44 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 64 days listed (based on current market benchmarks)

Tallahassee, FL

2024 Kia Niro EX

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

2024 Kia Niro EX

Tallahassee, FL

UnscoredInsufficient · 3
$26,78739,479 mi

Comparison: 3 similar vehicles

Tallahassee, FL

2025 Ford Escape Hybrid ST-Line

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

2025 Ford Escape Hybrid ST-Line

Tallahassee, FL

UnscoredInsufficient · 0
$27,29816,984 mi

Tallahassee, FL

2024 Toyota Prius LE

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

2024 Toyota Prius LE

Tallahassee, FL

UnscoredInsufficient · 0
$27,36418,588 mi

Tallahassee, FL

2026 Kia Niro LX

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

2026 Kia Niro LX

Tallahassee, FL

Fair PriceModerate · 43
$28,874Mileage not verified

Market: $26,492 – $29,877

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Tallahassee, FL

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

Tallahassee, FL

Fair PriceLimited · 10
$28,992Mileage not verified

Market: $26,900 – $31,556

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 567 days listed (based on current market benchmarks)

Tallahassee, FL

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

Tallahassee, FL

Fair PriceRobust · 57
$29,182Mileage not verified

Market: $27,294 – $33,162

Comparison: 57 similar vehicles

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

Tallahassee, FL

2023 Toyota Prius XLE

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

2023 Toyota Prius XLE

Tallahassee, FL

UnscoredInsufficient · 0
$29,9138,926 mi

Tallahassee, FL

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

Tallahassee, FL

Fair PriceRobust · 76
$32,332Mileage not verified

Market: $31,760 – $36,797

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Tallahassee, FL

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

Tallahassee, FL

Fair PriceModerate · 28
$32,482Mileage not verified

Market: $30,217 – $32,859

Comparison: 28 similar vehicles

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

Tallahassee, FL

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Tallahassee, FL

UnscoredLimited · 9
$33,400Mileage not verified

Comparison: 9 similar vehicles

Tallahassee, FL

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

Tallahassee, FL

Fair PriceRobust · 76
$33,552Mileage not verified

Market: $31,760 – $36,797

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Tallahassee, FL

2026 Kia Niro SX Touring

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

2026 Kia Niro SX Touring

Tallahassee, FL

Fair PriceLimited · 11
$35,490Mileage not verified

Market: $34,623 – $38,723

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Tallahassee, FL

2027 Hyundai Sonata Hybrid SEL

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

2027 Hyundai Sonata Hybrid SEL

Tallahassee, FL

OverpricedLimited · 15
$36,767Mileage not verified

Market: $33,720 – $36,533

Comparison: 15 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Tallahassee, FL

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Tallahassee, FL

Fair PriceLimited · 19
$36,974Mileage not verified

Market: $34,229 – $39,726

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Tallahassee, FL

2025 Toyota Prius SE

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

2025 Toyota Prius SE

Thomasville, GA

UnscoredInsufficient · 0
$38,615Mileage not verified

Thomasville, GA

2027 Toyota Prius Nightshade

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

2027 Toyota Prius Nightshade

Tallahassee, FL

UnscoredLimited · 6
$39,020Mileage not verified

Comparison: 6 similar vehicles

Tallahassee, FL

2027 Hyundai Sonata Hybrid Limited

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

2027 Hyundai Sonata Hybrid Limited

Tallahassee, FL

Fair PriceModerate · 34
$41,767Mileage not verified

Market: $40,035 – $42,402

Comparison: 34 similar vehicles

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

Tallahassee, FL

2027 Hyundai Sonata Hybrid Limited

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

2027 Hyundai Sonata Hybrid Limited

Tallahassee, FL

Fair PriceModerate · 34
$41,902Mileage not verified

Market: $40,035 – $42,402

Comparison: 34 similar vehicles

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

Tallahassee, FL

2027 Hyundai Sonata Hybrid Limited

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

2027 Hyundai Sonata Hybrid Limited

Tallahassee, FL

OverpricedModerate · 34
$42,402Mileage not verified

Market: $40,035 – $42,119

Comparison: 34 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Tallahassee, FL

2025 Toyota Prius Limited

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

2025 Toyota Prius Limited

Thomasville, GA

UnscoredInsufficient · 0
$44,238Mileage not verified

Thomasville, GA

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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