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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 18, 2026

6M+

Unique vehicles analyzed

as of October 17, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

146 listings found

2004 Toyota Prius Base

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

2004 Toyota Prius Base

Hillsborough, NH

UnscoredInsufficient · 3
$2,500200,000 mi

Comparison: 3 similar vehicles

Hillsborough, NH

2005 Toyota Prius Base

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

2005 Toyota Prius Base

Hooksett, NH

UnscoredLimited · 13
$2,795203,959 mi

Comparison: 13 similar vehicles

Hooksett, NH

2010 Toyota Prius V

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

2010 Toyota Prius V

Tilton, NH

UnscoredInsufficient · 3
$4,200220,000 mi

Comparison: 3 similar vehicles

Tilton, NH

2014 Honda Insight LX

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

2014 Honda Insight LX

Hooksett, NH

UnscoredInsufficient · 0
$4,550133,316 mi

Hooksett, NH

2012 Honda Insight EX

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

2012 Honda Insight EX

Farmington, NH

UnscoredInsufficient · 0
$6,995132,243 mi

Farmington, NH

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Auburn, NH

Salvage title
$7,995134,369 mi

Auburn, NH

2015 Ford Fusion Hybrid SE

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

2015 Ford Fusion Hybrid SE

Auburn, NH

UnscoredInsufficient · 0
$7,999152,220 mi

Auburn, NH

2011 Toyota Prius II

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

2011 Toyota Prius II

Claremont, NH

UnscoredLimited · 13
$8,331158,030 mi

Comparison: 13 similar vehicles

Claremont, NH

2019 Ford Fusion Hybrid SEL

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

2019 Ford Fusion Hybrid SEL

Nashua, NH

UnscoredInsufficient · 0
$8,675125,397 mi

Nashua, NH

2010 Toyota Prius V

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

2010 Toyota Prius V

Brentwood, NH

UnscoredInsufficient · 3
$9,49993,081 mi

Comparison: 3 similar vehicles

Brentwood, NH

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Derry, NH

UnscoredLimited · 12
$9,900147,051 mi

Comparison: 12 similar vehicles

Derry, NH

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Auburn, NH

Salvage title
$9,995119,012 mi

Auburn, NH

2018 Kia Niro LX

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

2018 Kia Niro LX

Concord, NH

UnscoredInsufficient · 0
$10,549104,947 mi

Concord, NH

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

Portsmouth, NH

UnscoredLimited · 8
$10,594101,152 mi

Comparison: 8 similar vehicles

Portsmouth, NH

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Auburn, NH

Salvage title
$10,995132,662 mi

Auburn, NH

2013 Toyota Prius Two

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

2013 Toyota Prius Two

Auburn, NH

Fair PriceLimited · 15
$10,99586,675 mi

Market: $5,995 – $12,950

Comparison: 15 similar vehicles

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

Auburn, NH

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Auburn, NH

UnscoredLimited · 7
$10,995102,206 mi

Comparison: 7 similar vehicles

Auburn, NH

2014 Toyota Prius Two

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

2014 Toyota Prius Two

Auburn, NH

Salvage title
$11,995107,956 mi

Auburn, NH

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

Manchester, NH

UnscoredInsufficient · 0
$12,99550,435 mi

Manchester, NH

2020 Chrysler Pacifica Hybrid Touring L

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

2020 Chrysler Pacifica Hybrid Touring L

Chichester, NH

UnscoredInsufficient · 0
$14,194133,233 mi

Chichester, NH

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

Greenland, NH

UnscoredLimited · 14
$14,989143,182 mi

Comparison: 14 similar vehicles

Greenland, NH

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Manchester, NH

UnscoredLimited · 8
$14,99571,584 mi

Comparison: 8 similar vehicles

Manchester, NH

2021 Chrysler Pacifica Hybrid Touring

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

2021 Chrysler Pacifica Hybrid Touring

Manchester, NH

UnscoredInsufficient · 4
$15,995121,916 mi

Comparison: 4 similar vehicles

Manchester, NH

2019 Honda Insight EX

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

2019 Honda Insight EX

Keene, NH

Fair PriceLimited · 10
$15,99597,565 mi

Market: $10,900 – $22,590

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Keene, NH

2018 Toyota Prius One

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

2018 Toyota Prius One

Auburn, NH

Salvage title
$15,99576,464 mi

Auburn, NH

2017 Toyota Prius Four

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

2017 Toyota Prius Four

Auburn, NH

UnscoredInsufficient · 4
$15,995100,126 mi

Comparison: 4 similar vehicles

Auburn, NH

2015 Toyota Prius Five

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

2015 Toyota Prius Five

Auburn, NH

UnscoredInsufficient · 0
$15,99559,307 mi

Auburn, NH

2022 Toyota Prius Prime Limited

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

2022 Toyota Prius Prime Limited

Chichester, NH

UnscoredInsufficient · 0
$17,944143,147 mi

Chichester, NH

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

Hampton, NH

Fair PriceLimited · 17
$18,45096,855 mi

Market: $11,995 – $20,700

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Hampton, NH

2018 Toyota Prius Prime Plus

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

2018 Toyota Prius Prime Plus

Claremont, NH

UnscoredLimited · 7
$18,59871,743 mi

Comparison: 7 similar vehicles

Claremont, NH

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

Chichester, NH

UnscoredInsufficient · 4
$19,19464,144 mi

Comparison: 4 similar vehicles

Chichester, NH

2020 Kia Niro Touring

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

2020 Kia Niro Touring

Somersworth, NH

UnscoredInsufficient · 0
$19,26662,530 mi

Somersworth, NH

2018 Toyota Prius Two

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

2018 Toyota Prius Two

Somersworth, NH

UnscoredLimited · 8
$19,49974,509 mi

Comparison: 8 similar vehicles

Somersworth, NH

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Concord, NH

UnscoredLimited · 8
$19,54932,096 mi

Comparison: 8 similar vehicles

Concord, NH

2024 Kia Niro Wind

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

2024 Kia Niro Wind

Lebanon, NH

UnscoredInsufficient · 0
$19,99042,618 mi

Lebanon, NH

2023 Kia Niro SX Touring

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

2023 Kia Niro SX Touring

Manchester, NH

UnscoredInsufficient · 0
$20,70073,752 mi

Manchester, NH

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Concord, NH

Fair PriceLimited · 12
$21,04915,852 mi

Market: $21,549 – $23,139

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 45 days listed (based on current market benchmarks)

Concord, NH

2024 Kia Niro Wind

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

2024 Kia Niro Wind

Concord, NH

UnscoredLimited · 8
$21,14924,945 mi

Comparison: 8 similar vehicles

Concord, NH

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

Hooksett, NH

UnscoredLimited · 12
$21,39176,709 mi

Comparison: 12 similar vehicles

Hooksett, NH

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Concord, NH

Fair PriceLimited · 12
$21,54913,619 mi

Market: $21,049 – $23,139

Comparison: 12 similar vehicles

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

Concord, NH

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

Hooksett, NH

Fair PriceLimited · 12
$21,75873,212 mi

Market: $21,391 – $23,694

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Hooksett, NH

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

Londonderry, NH

Fair PriceLimited · 11
$21,99570,551 mi

Market: $21,391 – $23,694

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Londonderry, NH

2023 Kia Niro Wave

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

2023 Kia Niro Wave

North Hampton, NH

UnscoredInsufficient · 4
$22,40039,335 mi

Comparison: 4 similar vehicles

North Hampton, NH

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

Hooksett, NH

Fair PriceLimited · 12
$22,41767,090 mi

Market: $21,391 – $23,694

Comparison: 12 similar vehicles

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

Hooksett, NH

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

Greenland, NH

UnscoredInsufficient · 4
$22,79126,342 mi

Comparison: 4 similar vehicles

Greenland, NH

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

Portsmouth, NH

UnscoredLimited · 8
$23,37064,114 mi

Comparison: 8 similar vehicles

Portsmouth, NH

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

Chichester, NH

OverpricedLimited · 15
$23,69460,204 mi

Market: $21,391 – $23,370

Comparison: 15 similar vehicles

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

Chichester, NH

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

Gorham, NH

UnscoredInsufficient · 0
$23,9902,397 mi

Gorham, NH

2023 Kia Niro EX Touring

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

2023 Kia Niro EX Touring

Concord, NH

UnscoredInsufficient · 0
$24,44926,890 mi

Concord, NH

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

Swanzey, NH

Fair PriceLimited · 10
$24,49549,916 mi

Market: $24,147 – $26,152

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Swanzey, NH

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 manage their profile, 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, exports, and enhanced merchandising.
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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