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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

214 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

Louisa, VA

UnscoredLimited · 8
$3,480230,560 mi

Comparison: 8 similar vehicles

Louisa, VA

2004 Toyota Prius Base

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

2004 Toyota Prius Base

Oilville, VA

UnscoredInsufficient · 0
$3,500171,765 mi

Oilville, VA

2008 Toyota Prius Touring

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

2008 Toyota Prius Touring

Oilville, VA

UnscoredLimited · 7
$3,995182,977 mi

Comparison: 7 similar vehicles

Oilville, 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

Petersburg, VA

UnscoredLimited · 7
$3,999133,666 mi

Comparison: 7 similar vehicles

Petersburg, VA

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Woodford, VA

UnscoredLimited · 15
$4,786295,520 mi

Comparison: 15 similar vehicles

Woodford, VA

2011 Hyundai Sonata Hybrid Base

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

2011 Hyundai Sonata Hybrid Base

Oilville, VA

UnscoredInsufficient · 0
$4,995143,411 mi

Oilville, VA

2012 Toyota Prius Five

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

2012 Toyota Prius Five

Powhatan, VA

UnscoredInsufficient · 3
$4,999154,778 mi

Comparison: 3 similar vehicles

Powhatan, VA

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Farmville, VA

UnscoredLimited · 19
$5,299181,940 mi

Comparison: 19 similar vehicles

Farmville, VA

2006 Toyota Prius Base

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

2006 Toyota Prius Base

Henrico, VA

UnscoredLimited · 7
$5,495171,047 mi

Comparison: 7 similar vehicles

Henrico, VA

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Williamsburg, VA

UnscoredModerate · 24
$5,634202,619 mi

Comparison: 24 similar vehicles

Williamsburg, VA

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Henrico, VA

UnscoredInsufficient · 4
$5,995255,635 mi

Comparison: 4 similar vehicles

Henrico, VA

2016 Ford Fusion Hybrid SE

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

2016 Ford Fusion Hybrid SE

Charles City, VA

UnscoredInsufficient · 0
$6,000153,555 mi

Charles City, VA

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Henrico, VA

UnscoredModerate · 25
$6,495224,563 mi

Comparison: 25 similar vehicles

Henrico, VA

2011 Toyota Prius III

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

2011 Toyota Prius III

Richmond, VA

UnscoredModerate · 25
$6,850185,030 mi

Comparison: 25 similar vehicles

Richmond, VA

2016 Hyundai Sonata Hybrid Base

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

2016 Hyundai Sonata Hybrid Base

Richmond, VA

UnscoredModerate · 23
$6,995121,086 mi

Comparison: 23 similar vehicles

Richmond, VA

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Henrico, VA

UnscoredInsufficient · 3
$6,995241,203 mi

Comparison: 3 similar vehicles

Henrico, VA

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Richmond, VA

UnscoredInsufficient · 4
$7,500106,100 mi

Comparison: 4 similar vehicles

Richmond, VA

2007 Toyota Prius Base

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

2007 Toyota Prius Base

Richmond, VA

UnscoredModerate · 25
$7,995165,210 mi

Comparison: 25 similar vehicles

Richmond, VA

2015 Hyundai Sonata Hybrid Base

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

2015 Hyundai Sonata Hybrid Base

Williamsburg, VA

UnscoredInsufficient · 3
$8,63475,752 mi

Comparison: 3 similar vehicles

Williamsburg, VA

2013 Toyota Prius Two

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

2013 Toyota Prius Two

South Chesterfield, VA

UnscoredLimited · 5
$8,700104,037 mi

Comparison: 5 similar vehicles

South Chesterfield, VA

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Midlothian, VA

UnscoredInsufficient · 3
$8,950126,115 mi

Comparison: 3 similar vehicles

Midlothian, VA

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Henrico, VA

UnscoredModerate · 38
$8,995158,413 mi

Comparison: 38 similar vehicles

Henrico, VA

2010 Toyota Prius II

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

2010 Toyota Prius II

Midlothian, VA

Fair PriceModerate · 25
$9,950117,341 mi

Market: $6,200 – $12,999

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Midlothian, VA

2014 Hyundai Sonata Hybrid Base

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

2014 Hyundai Sonata Hybrid Base

Richmond, VA

UnscoredInsufficient · 0
$10,50024,804 mi

Richmond, VA

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Mechanicsville, VA

UnscoredInsufficient · 3
$11,500106,324 mi

Comparison: 3 similar vehicles

Mechanicsville, VA

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Midlothian, VA

Fair PriceLimited · 17
$12,975112,753 mi

Market: $6,295 – $12,988

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Midlothian, VA

2012 Toyota Prius One

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

2012 Toyota Prius One

South Chesterfield, VA

Fair PriceLimited · 14
$12,990114,004 mi

Market: $8,995 – $13,984

Comparison: 14 similar vehicles

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

South Chesterfield, VA

2010 Toyota Prius II

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

2010 Toyota Prius II

Midlothian, VA

UnscoredInsufficient · 0
$13,49552,890 mi

Midlothian, VA

2017 Toyota Prius Prime Plus

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

2017 Toyota Prius Prime Plus

Richmond, VA

UnscoredInsufficient · 0
$13,999138,013 mi

Richmond, VA

2013 Toyota Prius One

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

2013 Toyota Prius One

South Chesterfield, VA

UnscoredInsufficient · 0
$14,99087,547 mi

South Chesterfield, VA

2022 Hyundai Sonata Hybrid Limited

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

2022 Hyundai Sonata Hybrid Limited

Spotsylvania Courthouse, VA

UnscoredInsufficient · 0
$14,99981,243 mi

Spotsylvania Courthouse, VA

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

Jarratt, VA

Fair PriceLimited · 19
$15,43282,969 mi

Market: $11,988 – $19,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 323 days listed (based on current market benchmarks)

Jarratt, VA

2016 Hyundai Sonata Hybrid Base

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

2016 Hyundai Sonata Hybrid Base

Richmond, VA

UnscoredInsufficient · 0
$15,7008,498 mi

Richmond, VA

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

Woodford, VA

UnscoredInsufficient · 0
$15,786147,232 mi

Woodford, VA

2014 Toyota Prius Two

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

2014 Toyota Prius Two

South Chesterfield, VA

OverpricedModerate · 25
$15,99094,080 mi

Market: $5,497 – $12,995

Comparison: 25 similar vehicles

Priced ~23% above the typical market range for similar vehicles (based on current market benchmarks)

South Chesterfield, VA

2016 Hyundai Sonata Hybrid Base

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

2016 Hyundai Sonata Hybrid Base

Midlothian, VA

UnscoredInsufficient · 0
$16,49515,931 mi

Midlothian, VA

2018 Kia Niro EX

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

2018 Kia Niro EX

South Chesterfield, VA

UnscoredInsufficient · 3
$16,59066,820 mi

Comparison: 3 similar vehicles

South Chesterfield, VA

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

Richmond, VA

OverpricedLimited · 13
$16,72877,815 mi

Market: $15,432 – $15,789

Comparison: 13 similar vehicles

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

Richmond, VA

2021 Hyundai Sonata Hybrid Blue

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

2021 Hyundai Sonata Hybrid Blue

South Chesterfield, VA

UnscoredInsufficient · 0
$16,990106,384 mi

South Chesterfield, VA

2020 Honda Insight EX

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

2020 Honda Insight EX

Henrico, VA

UnscoredLimited · 13
$17,187126,299 mi

Comparison: 13 similar vehicles

Henrico, VA

2019 Toyota Prius LE

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

2019 Toyota Prius LE

Henrico, VA

UnscoredLimited · 7
$17,887148,271 mi

Comparison: 7 similar vehicles

Henrico, VA

2016 Toyota Prius Two

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

2016 Toyota Prius Two

South Chesterfield, VA

Fair PriceModerate · 20
$17,99089,196 mi

Market: $11,588 – $19,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

South Chesterfield, VA

2019 Honda Insight LX

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

2019 Honda Insight LX

Glen Allen, VA

UnscoredLimited · 9
$17,998112,634 mi

Comparison: 9 similar vehicles

Glen Allen, VA

2022 Kia Niro LXS

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

2022 Kia Niro LXS

South Chesterfield, VA

UnscoredLimited · 6
$18,59083,681 mi

Comparison: 6 similar vehicles

South Chesterfield, VA

2020 Honda Insight EX

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

2020 Honda Insight EX

North Prince George, VA

UnscoredLimited · 8
$18,90078,911 mi

Comparison: 8 similar vehicles

North Prince George, VA

2019 Honda Insight EX

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

2019 Honda Insight EX

South Chesterfield, VA

UnscoredLimited · 5
$18,99095,952 mi

Comparison: 5 similar vehicles

South Chesterfield, VA

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

South Chesterfield, VA

Fair PriceModerate · 29
$18,99096,925 mi

Market: $14,289 – $20,587

Comparison: 29 similar vehicles

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

South Chesterfield, VA

2017 Toyota Prius One

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

2017 Toyota Prius One

South Chesterfield, VA

UnscoredInsufficient · 0
$18,99085,622 mi

South Chesterfield, VA

2014 Toyota Prius Three

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

2014 Toyota Prius Three

Glen Allen, VA

UnscoredInsufficient · 0
$18,99841,764 mi

Glen Allen, VA

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

Richmond, VA

Fair PriceRobust · 63
$19,29484,308 mi

Market: $17,900 – $27,495

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Richmond, 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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