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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 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

48 listings found

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Minot, ND

UnscoredInsufficient · 0
$4,199169,744 mi

Minot, ND

2008 Dodge Avenger SXT

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

2008 Dodge Avenger SXT

Minot, ND

UnscoredInsufficient · 0
$4,199125,697 mi

Minot, ND

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Mohall, ND

UnscoredInsufficient · 0
$6,49567,741 mi

Mohall, ND

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Minot, ND

UnscoredInsufficient · 0
$6,799102,883 mi

Minot, ND

2019 Nissan Altima SR

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

2019 Nissan Altima SR

Minot, ND

UnscoredInsufficient · 0
$8,199149,502 mi

Minot, ND

2018 Chevrolet Malibu 1LS

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

2018 Chevrolet Malibu 1LS

Minot, ND

UnscoredInsufficient · 0
$11,19977,648 mi

Minot, ND

2020 Toyota Corolla SE

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

2020 Toyota Corolla SE

Minot, ND

UnscoredInsufficient · 0
$11,299145,836 mi

Minot, ND

2019 Chevrolet Sonic LT

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

2019 Chevrolet Sonic LT

Minot, ND

UnscoredInsufficient · 0
$11,29966,669 mi

Minot, ND

2020 Mazda Mazda3 Base

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

2020 Mazda Mazda3 Base

Minot, ND

UnscoredInsufficient · 0
$15,28995,101 mi

Minot, ND

2019 Mazda Mazda6 Touring

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

2019 Mazda Mazda6 Touring

Minot, ND

UnscoredInsufficient · 0
$15,86997,529 mi

Minot, ND

2024 Nissan Versa Sedan S

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

2024 Nissan Versa Sedan S

Minot, ND

UnscoredInsufficient · 0
$16,49741,299 mi

Minot, ND

2016 Honda Civic Touring

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

2016 Honda Civic Touring

Minot, ND

UnscoredInsufficient · 0
$16,797118,158 mi

Minot, ND

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Minot, ND

UnscoredInsufficient · 0
$17,59143,448 mi

Minot, ND

2022 Hyundai Elantra SEL

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

2022 Hyundai Elantra SEL

Minot, ND

UnscoredInsufficient · 0
$18,29157,363 mi

Minot, ND

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Minot, ND

UnscoredLimited · 7
$19,29141,895 mi

Comparison: 7 similar vehicles

Minot, ND

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Minot, ND

UnscoredLimited · 6
$20,49152,396 mi

Comparison: 6 similar vehicles

Minot, ND

2025 Nissan Sentra SR

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

2025 Nissan Sentra SR

Minot, ND

UnscoredInsufficient · 0
$20,89144,228 mi

Minot, ND

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Minot, ND

Fair PriceModerate · 20
$20,89745,631 mi

Market: $19,995 – $21,390

Comparison: 20 similar vehicles

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

Minot, ND

2023 Toyota Corolla SE

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

2023 Toyota Corolla SE

Mohall, ND

UnscoredInsufficient · 0
$21,99519,372 mi

Mohall, ND

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Mohall, ND

UnscoredInsufficient · 0
$22,99512,493 mi

Mohall, ND

2018 Honda Accord EX-L

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

2018 Honda Accord EX-L

Minot, ND

UnscoredInsufficient · 0
$23,86551,804 mi

Minot, ND

2023 Nissan Altima SR

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

2023 Nissan Altima SR

Minot, ND

UnscoredInsufficient · 0
$24,29740,266 mi

Minot, ND

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Minot, ND

UnscoredInsufficient · 3
$24,299Mileage not verified

Comparison: 3 similar vehicles

Minot, ND

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Minot, ND

UnscoredInsufficient · 3
$24,299Mileage not verified

Comparison: 3 similar vehicles

Minot, ND

2025 Toyota Camry LE

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

2025 Toyota Camry LE

Minot, ND

UnscoredInsufficient · 0
$24,79464,576 mi

Minot, ND

2019 Cadillac CT6 Premium Luxury

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

2019 Cadillac CT6 Premium Luxury

Minot, ND

UnscoredInsufficient · 0
$25,73996,416 mi

Minot, ND

2027 Nissan Sentra SV

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

2027 Nissan Sentra SV

Minot, ND

UnscoredInsufficient · 0
$26,299Mileage not verified

Minot, ND

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Minot, ND

UnscoredInsufficient · 4
$26,546Mileage not verified

Comparison: 4 similar vehicles

Minot, ND

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Minot, ND

UnscoredLimited · 5
$27,500Mileage not verified

Comparison: 5 similar vehicles

Minot, ND

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Minot, ND

UnscoredLimited · 5
$27,500Mileage not verified

Comparison: 5 similar vehicles

Minot, ND

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Minot, ND

UnscoredLimited · 5
$27,500Mileage not verified

Comparison: 5 similar vehicles

Minot, ND

2026 Hyundai Elantra Limited

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

2026 Hyundai Elantra Limited

Minot, ND

UnscoredInsufficient · 0
$27,554Mileage not verified

Minot, ND

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Minot, ND

UnscoredLimited · 5
$30,000Mileage not verified

Comparison: 5 similar vehicles

Minot, ND

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Minot, ND

UnscoredLimited · 5
$30,500Mileage not verified

Comparison: 5 similar vehicles

Minot, ND

2026 Honda Accord SE

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

2026 Honda Accord SE

Minot, ND

UnscoredInsufficient · 0
$31,000Mileage not verified

Minot, ND

2015 Mitsubishi Lancer Evolution GSR

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

2015 Mitsubishi Lancer Evolution GSR

Minot, ND

UnscoredInsufficient · 0
$32,29740,265 mi

Minot, ND

2021 Lexus ES Hybrid 300h Ultra Luxury

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

2021 Lexus ES Hybrid 300h Ultra Luxury

Minot, ND

UnscoredInsufficient · 0
$32,98568,197 mi

Minot, ND

2026 Honda Civic Si

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

2026 Honda Civic Si

Minot, ND

UnscoredInsufficient · 0
$33,089Mileage not verified

Minot, ND

2027 Toyota Camry XLE

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

2027 Toyota Camry XLE

Minot, ND

UnscoredInsufficient · 0
$33,274Mileage not verified

Minot, ND

2027 Hyundai Sonata SEL

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

2027 Hyundai Sonata SEL

Minot, ND

UnscoredInsufficient · 0
$33,634Mileage not verified

Minot, ND

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

Minot, ND

UnscoredInsufficient · 0
$34,799Mileage not verified

Minot, ND

2027 Toyota Camry XSE

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

2027 Toyota Camry XSE

Minot, ND

UnscoredInsufficient · 0
$34,966Mileage not verified

Minot, ND

2027 Toyota Camry SE

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

2027 Toyota Camry SE

Minot, ND

UnscoredInsufficient · 4
$35,667Mileage not verified

Comparison: 4 similar vehicles

Minot, ND

2026 Honda Accord Hybrid EX-L

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

2026 Honda Accord Hybrid EX-L

Minot, ND

UnscoredInsufficient · 4
$36,000Mileage not verified

Comparison: 4 similar vehicles

Minot, ND

2027 Toyota Camry SE

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

2027 Toyota Camry SE

Minot, ND

UnscoredInsufficient · 4
$36,370Mileage not verified

Comparison: 4 similar vehicles

Minot, ND

2027 Toyota Camry SE

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

2027 Toyota Camry SE

Minot, ND

UnscoredInsufficient · 4
$36,492Mileage not verified

Comparison: 4 similar vehicles

Minot, ND

2026 Honda Accord Hybrid Touring

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

2026 Honda Accord Hybrid Touring

Minot, ND

UnscoredInsufficient · 0
$39,000Mileage not verified

Minot, ND

2027 Toyota Crown Platinum

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

2027 Toyota Crown Platinum

Minot, ND

UnscoredInsufficient · 0
$53,360Mileage not verified

Minot, ND

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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