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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

113 listings found

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Bedford, VA

UnscoredLimited · 6
$2,700183,014 mi

Comparison: 6 similar vehicles

Bedford, VA

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Bedford, VA

UnscoredLimited · 6
$2,700263,001 mi

Comparison: 6 similar vehicles

Bedford, VA

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Bedford, VA

UnscoredModerate · 23
$5,700175,938 mi

Comparison: 23 similar vehicles

Bedford, VA

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Bedford, VA

Salvage title
$5,700138,707 mi

Bedford, VA

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

Bedford, VA

Salvage title
$5,700154,469 mi

Bedford, VA

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Eden, NC

UnscoredLimited · 14
$5,900182,000 mi

Comparison: 14 similar vehicles

Eden, NC

2006 Toyota Prius Base

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

2006 Toyota Prius Base

Roanoke, VA

UnscoredLimited · 6
$5,900108,000 mi

Comparison: 6 similar vehicles

Roanoke, VA

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Mayodan, NC

UnscoredLimited · 14
$5,995196,000 mi

Comparison: 14 similar vehicles

Mayodan, NC

2012 Toyota Prius Five

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

2012 Toyota Prius Five

Rocky Mount, VA

Salvage title
$5,995159,200 mi

Rocky Mount, VA

2010 Toyota Prius II

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

2010 Toyota Prius II

Fairlawn, VA

UnscoredLimited · 6
$6,200177,450 mi

Comparison: 6 similar vehicles

Fairlawn, VA

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Bedford, VA

Salvage title
$6,295162,122 mi

Bedford, VA

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Bedford, VA

Salvage title
$6,700104,010 mi

Bedford, VA

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Bedford, VA

Salvage title
$6,700110,262 mi

Bedford, VA

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

Madison Heights, VA

UnscoredLimited · 7
$6,99597,710 mi

Comparison: 7 similar vehicles

Madison Heights, VA

2010 Toyota Prius II

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

2010 Toyota Prius II

Bedford, VA

UnscoredLimited · 5
$6,995120,018 mi

Comparison: 5 similar vehicles

Bedford, VA

2011 Toyota Prius IV

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

2011 Toyota Prius IV

Mayodan, NC

UnscoredInsufficient · 4
$7,450156,000 mi

Comparison: 4 similar vehicles

Mayodan, NC

2014 Toyota Prius Five

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

2014 Toyota Prius Five

Danville, VA

UnscoredInsufficient · 0
$7,495207,611 mi

Danville, VA

2017 Toyota Prius Three

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

2017 Toyota Prius Three

Bedford, VA

Salvage title
$7,700161,860 mi

Bedford, VA

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Bedford, VA

Salvage title
$7,700114,462 mi

Bedford, VA

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Bedford, VA

Salvage title
$7,70085,793 mi

Bedford, VA

2013 Toyota Prius Four

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

2013 Toyota Prius Four

Roanoke, VA

UnscoredLimited · 13
$8,495128,994 mi

Comparison: 13 similar vehicles

Roanoke, VA

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

Roanoke, VA

OverpricedLimited · 10
$8,499148,421 mi

Market: $5,997 – $7,999

Comparison: 10 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Roanoke, VA

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

Roanoke, VA

UnscoredModerate · 27
$8,500132,098 mi

Comparison: 27 similar vehicles

Roanoke, VA

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Willis, VA

UnscoredModerate · 28
$8,995167,151 mi

Comparison: 28 similar vehicles

Willis, VA

2016 Toyota Prius Four

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

2016 Toyota Prius Four

Roanoke, VA

UnscoredInsufficient · 3
$9,500163,606 mi

Comparison: 3 similar vehicles

Roanoke, VA

2020 Chrysler Pacifica Hybrid Limited

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

2020 Chrysler Pacifica Hybrid Limited

Bedford, VA

Salvage title
$9,70085,003 mi

Bedford, VA

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

Bedford, VA

Salvage title
$9,70058,776 mi

Bedford, VA

2019 Toyota Prius Limited

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

2019 Toyota Prius Limited

Bedford, VA

Salvage title
$9,70086,620 mi

Bedford, VA

2016 Toyota Prius Four

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

2016 Toyota Prius Four

Bedford, VA

Salvage title
$9,700159,865 mi

Bedford, VA

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Bedford, VA

Salvage title
$9,70097,143 mi

Bedford, VA

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Bedford, VA

Salvage title
$9,70082,360 mi

Bedford, VA

2010 Toyota Prius II

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

2010 Toyota Prius II

Hollins, VA

UnscoredInsufficient · 3
$10,994159,254 mi

Comparison: 3 similar vehicles

Hollins, VA

2018 Chrysler Pacifica Hybrid Touring L

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

2018 Chrysler Pacifica Hybrid Touring L

Bedford, VA

Salvage title
$11,70050,869 mi

Bedford, VA

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

Bedford, VA

Salvage title
$11,70049,465 mi

Bedford, VA

2022 Toyota Prius LE

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

2022 Toyota Prius LE

Mayodan, NC

UnscoredModerate · 45
$11,995204,000 mi

Comparison: 45 similar vehicles

Mayodan, NC

2018 Toyota Prius Two

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

2018 Toyota Prius Two

Mayodan, NC

UnscoredLimited · 5
$11,995171,000 mi

Comparison: 5 similar vehicles

Mayodan, NC

2019 Toyota Prius LE

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

2019 Toyota Prius LE

Bedford, VA

Salvage title
$12,70036,725 mi

Bedford, VA

2017 Toyota Prius Four

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

2017 Toyota Prius Four

Bedford, VA

Salvage title
$12,70066,854 mi

Bedford, VA

2019 Honda Insight EX

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

2019 Honda Insight EX

Roanoke, VA

Salvage title
$12,99073,036 mi

Roanoke, VA

2016 Ford Fusion Hybrid Titanium

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

2016 Ford Fusion Hybrid Titanium

Lynchburg, VA

UnscoredInsufficient · 0
$12,99783,232 mi

Lynchburg, VA

2022 Toyota Prius NIGHTSHADE

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

2022 Toyota Prius NIGHTSHADE

Bedford, VA

Salvage title
$13,70062,556 mi

Bedford, VA

2017 Kia Niro EX

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

2017 Kia Niro EX

Roanoke, VA

UnscoredInsufficient · 4
$14,35086,925 mi

Comparison: 4 similar vehicles

Roanoke, VA

2012 Toyota Prius One

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

2012 Toyota Prius One

Christiansburg, VA

OverpricedLimited · 12
$14,48695,746 mi

Market: $5,971 – $12,990

Comparison: 12 similar vehicles

Priced ~12% above the typical market range for similar vehicles (based on current market benchmarks)

Christiansburg, VA

2022 Toyota Prius XLE

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

2022 Toyota Prius XLE

Bedford, VA

Salvage title
$14,70051,740 mi

Bedford, VA

2021 Toyota Prius XLE

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

2021 Toyota Prius XLE

Bedford, VA

Salvage title
$14,70024,809 mi

Bedford, VA

2024 Toyota Prius XLE

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

2024 Toyota Prius XLE

Bedford, VA

Salvage title
$15,70016,382 mi

Bedford, VA

2019 Ford Fusion Hybrid Titanium

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

2019 Ford Fusion Hybrid Titanium

Lynchburg, VA

Fair PriceModerate · 43
$15,998115,685 mi

Market: $9,990 – $17,590

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Lynchburg, VA

2022 Toyota Prius Limited

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

2022 Toyota Prius Limited

Bedford, VA

Salvage title
$16,70037,321 mi

Bedford, VA

2016 Toyota Prius Four

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

2016 Toyota Prius Four

Roanoke, VA

UnscoredInsufficient · 3
$17,998117,433 mi

Comparison: 3 similar vehicles

Roanoke, VA

2020 Toyota Prius LE

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

2020 Toyota Prius LE

Christiansburg, VA

UnscoredInsufficient · 0
$18,120113,744 mi

Christiansburg, VA

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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