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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 18, 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

59 listings found

2012 Hyundai Veloster Base

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

2012 Hyundai Veloster Base

Hagatna, GU

UnscoredInsufficient · 0
$5,995148,320 mi

Hagatna, GU

2019 Mitsubishi Mirage ES

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

2019 Mitsubishi Mirage ES

Tamuning, GU

UnscoredInsufficient · 0
$8,99526,525 mi

Tamuning, GU

2014 Toyota Prius c Four

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

2014 Toyota Prius c Four

Hagatna, GU

UnscoredInsufficient · 0
$8,995109,638 mi

Hagatna, GU

2014 Toyota Prius c One

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

2014 Toyota Prius c One

Hagatna, GU

UnscoredInsufficient · 0
$10,995113,159 mi

Hagatna, GU

2018 Nissan Versa Note SV

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

2018 Nissan Versa Note SV

Hagatna, GU

UnscoredInsufficient · 0
$11,99559,312 mi

Hagatna, GU

2016 Scion iM Base

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

2016 Scion iM Base

Hagatna, GU

UnscoredInsufficient · 0
$12,99581,410 mi

Hagatna, GU

2022 Mitsubishi Mirage ES

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

2022 Mitsubishi Mirage ES

Hagatna, GU

UnscoredLimited · 6
$12,99925,056 mi

Comparison: 6 similar vehicles

Hagatna, GU

2023 Mitsubishi Mirage ES

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

2023 Mitsubishi Mirage ES

Hagatna, GU

UnscoredLimited · 6
$13,99924,491 mi

Comparison: 6 similar vehicles

Hagatna, GU

2024 Mitsubishi Mirage ES

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

2024 Mitsubishi Mirage ES

Hagatna, GU

UnscoredInsufficient · 0
$14,99515,809 mi

Hagatna, GU

2023 Mitsubishi Mirage ES

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

2023 Mitsubishi Mirage ES

Hagatna, GU

UnscoredLimited · 6
$14,99522,275 mi

Comparison: 6 similar vehicles

Hagatna, GU

2022 Mitsubishi Mirage ES

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

2022 Mitsubishi Mirage ES

Hagatna, GU

UnscoredLimited · 6
$15,99526,861 mi

Comparison: 6 similar vehicles

Hagatna, GU

2022 Mitsubishi Mirage ES

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

2022 Mitsubishi Mirage ES

Hagatna, GU

UnscoredLimited · 6
$15,99526,767 mi

Comparison: 6 similar vehicles

Hagatna, GU

2022 Mitsubishi Mirage ES

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

2022 Mitsubishi Mirage ES

Hagatna, GU

UnscoredLimited · 6
$15,99528,016 mi

Comparison: 6 similar vehicles

Hagatna, GU

2021 Kia Soul LX

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

2021 Kia Soul LX

Tamuning, GU

UnscoredInsufficient · 0
$15,9957,853 mi

Tamuning, GU

2023 Mitsubishi Mirage ES

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

2023 Mitsubishi Mirage ES

Hagatna, GU

UnscoredLimited · 6
$16,24526,793 mi

Comparison: 6 similar vehicles

Hagatna, GU

2023 Mitsubishi Mirage ES

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

2023 Mitsubishi Mirage ES

Hagatna, GU

UnscoredLimited · 6
$16,24520,788 mi

Comparison: 6 similar vehicles

Hagatna, GU

2023 Kia Soul LX

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

2023 Kia Soul LX

Tamuning, GU

UnscoredInsufficient · 0
$16,99525,260 mi

Tamuning, GU

2023 Kia Soul LX

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

2023 Kia Soul LX

Tamuning, GU

UnscoredInsufficient · 0
$16,99520,563 mi

Tamuning, GU

2024 Kia Soul LX

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

2024 Kia Soul LX

Tamuning, GU

UnscoredInsufficient · 0
$17,99526,013 mi

Tamuning, GU

2024 Kia Soul LX

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

2024 Kia Soul LX

Tamuning, GU

UnscoredInsufficient · 0
$17,99525,778 mi

Tamuning, GU

2024 Kia Soul LX

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

2024 Kia Soul LX

Tamuning, GU

UnscoredInsufficient · 0
$17,99529,679 mi

Tamuning, GU

2022 Kia Rio 5-Door S

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

2022 Kia Rio 5-Door S

Hagatna, GU

UnscoredInsufficient · 0
$17,99532,455 mi

Hagatna, GU

2022 Kia Soul LX

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

2022 Kia Soul LX

Hagatna, GU

UnscoredInsufficient · 0
$17,99532,690 mi

Hagatna, GU

2021 Toyota C-HR XLE

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

2021 Toyota C-HR XLE

Tamuning, GU

UnscoredInsufficient · 0
$19,99047,104 mi

Tamuning, GU

2018 Hyundai IONIQ Limited

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

2018 Hyundai IONIQ Limited

Mongmong, GU

UnscoredInsufficient · 0
$19,99530,402 mi

Mongmong, GU

2022 Mitsubishi Mirage ES

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

2022 Mitsubishi Mirage ES

Hagatna, GU

UnscoredInsufficient · 4
$20,9951,000 mi

Comparison: 4 similar vehicles

Hagatna, GU

2022 Mitsubishi Mirage ES

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

2022 Mitsubishi Mirage ES

Hagatna, GU

UnscoredInsufficient · 4
$20,9951,000 mi

Comparison: 4 similar vehicles

Hagatna, GU

2022 Mitsubishi Mirage ES

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

2022 Mitsubishi Mirage ES

Hagatna, GU

UnscoredInsufficient · 4
$20,9951,000 mi

Comparison: 4 similar vehicles

Hagatna, GU

2024 Kia Soul EX

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

2024 Kia Soul EX

Tamuning, GU

UnscoredInsufficient · 0
$21,99531,955 mi

Tamuning, GU

2019 Toyota C-HR XLE

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

2019 Toyota C-HR XLE

Hagatna, GU

UnscoredInsufficient · 0
$21,99543,295 mi

Hagatna, GU

2023 Toyota Prius LE

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

2023 Toyota Prius LE

Tamuning, GU

UnscoredInsufficient · 0
$23,99055,125 mi

Tamuning, GU

2021 Nissan Rogue Sport SL

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

2021 Nissan Rogue Sport SL

Hagatna, GU

UnscoredInsufficient · 0
$24,99548,929 mi

Hagatna, GU

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Dededo, GU

UnscoredLimited · 7
$29,995Mileage not verified

Comparison: 7 similar vehicles

Dededo, GU

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Dededo, GU

UnscoredLimited · 7
$29,995Mileage not verified

Comparison: 7 similar vehicles

Dededo, GU

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Dededo, GU

UnscoredLimited · 7
$29,995Mileage not verified

Comparison: 7 similar vehicles

Dededo, GU

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Dededo, GU

UnscoredLimited · 7
$29,995Mileage not verified

Comparison: 7 similar vehicles

Dededo, GU

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Dededo, GU

UnscoredLimited · 7
$29,995Mileage not verified

Comparison: 7 similar vehicles

Dededo, GU

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Dededo, GU

UnscoredLimited · 7
$29,995Mileage not verified

Comparison: 7 similar vehicles

Dededo, GU

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Dededo, GU

UnscoredLimited · 7
$29,995Mileage not verified

Comparison: 7 similar vehicles

Dededo, GU

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Dededo, GU

UnscoredLimited · 7
$29,995Mileage not verified

Comparison: 7 similar vehicles

Dededo, GU

2023 Toyota Prius Limited

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

2023 Toyota Prius Limited

Tamuning, GU

UnscoredInsufficient · 0
$30,06010,636 mi

Tamuning, GU

2026 Honda Civic Hatchback Sport

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

2026 Honda Civic Hatchback Sport

Tamuning, GU

UnscoredInsufficient · 3
$35,995Mileage not verified

Comparison: 3 similar vehicles

Tamuning, GU

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Tamuning, GU

UnscoredInsufficient · 3
$36,999Mileage not verified

Comparison: 3 similar vehicles

Tamuning, GU

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Tamuning, GU

UnscoredInsufficient · 3
$36,999Mileage not verified

Comparison: 3 similar vehicles

Tamuning, GU

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Tamuning, GU

UnscoredInsufficient · 3
$36,999Mileage not verified

Comparison: 3 similar vehicles

Tamuning, GU

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Tamuning, GU

UnscoredInsufficient · 3
$36,999Mileage not verified

Comparison: 3 similar vehicles

Tamuning, GU

2026 Toyota Prius LE

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

2026 Toyota Prius LE

Tamuning, GU

UnscoredInsufficient · 0
$37,194Mileage not verified

Tamuning, GU

2026 Honda Civic Hatchback Sport

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

2026 Honda Civic Hatchback Sport

Tamuning, GU

UnscoredInsufficient · 3
$38,995Mileage not verified

Comparison: 3 similar vehicles

Tamuning, GU

2026 Honda Civic Hatchback Sport

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

2026 Honda Civic Hatchback Sport

Tamuning, GU

UnscoredInsufficient · 3
$38,995Mileage not verified

Comparison: 3 similar vehicles

Tamuning, GU

2026 Acura Integra Base

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

2026 Acura Integra Base

Tamuning, GU

UnscoredInsufficient · 0
$39,995Mileage not verified

Tamuning, GU

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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