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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 · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

205 listings found

2016 Mazda Mazda2

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

2016 Mazda Mazda2

Hormigueros, PR

UnscoredInsufficient · 0
$7,99589,274 mi

Hormigueros, PR

2013 BMW X1 28i

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

2013 BMW X1 28i

Hormigueros, PR

UnscoredInsufficient · 0
$8,995119,482 mi

Hormigueros, PR

2021 Nissan Versa Sedan S

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

2021 Nissan Versa Sedan S

Hormigueros, PR

Fair PriceModerate · 35
$9,99589,670 mi

Market: $9,995 – $24,500

Comparison: 35 similar vehicles

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

Hormigueros, PR

2018 Hyundai Accent SE

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

2018 Hyundai Accent SE

Hormigueros, PR

UnscoredInsufficient · 0
$9,995120,570 mi

Hormigueros, PR

2011 Scion xB Release Series 8.0

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

2011 Scion xB Release Series 8.0

Hormigueros, PR

UnscoredInsufficient · 0
$9,995133,251 mi

Hormigueros, PR

2021 Mitsubishi Mirage G4 Carbonite Edition

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

2021 Mitsubishi Mirage G4 Carbonite Edition

Hormigueros, PR

UnscoredInsufficient · 0
$10,99554,997 mi

Hormigueros, PR

2018 Hyundai Elantra Value Edition

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

2018 Hyundai Elantra Value Edition

Hormigueros, PR

UnscoredInsufficient · 0
$10,99520,701 mi

Hormigueros, PR

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Hormigueros, PR

UnscoredInsufficient · 0
$11,99568,124 mi

Hormigueros, PR

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Hormigueros, PR

UnscoredInsufficient · 0
$12,99514,871 mi

Hormigueros, PR

2019 Ford Ecosport S

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

2019 Ford Ecosport S

Hormigueros, PR

UnscoredInsufficient · 0
$13,99520,042 mi

Hormigueros, PR

2018 Nissan Kicks S

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

2018 Nissan Kicks S

Hormigueros, PR

UnscoredInsufficient · 0
$13,99551,430 mi

Hormigueros, PR

2016 MINI Countryman JCW

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

2016 MINI Countryman JCW

Hormigueros, PR

UnscoredInsufficient · 0
$13,99592,245 mi

Hormigueros, PR

2019 Kia FORTE LXS

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

2019 Kia FORTE LXS

Hormigueros, PR

UnscoredInsufficient · 0
$14,99556,092 mi

Hormigueros, PR

2019 Mazda Mazda3 Base

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

2019 Mazda Mazda3 Base

Hormigueros, PR

UnscoredInsufficient · 0
$14,99557,904 mi

Hormigueros, PR

2014 Scion tC Base

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

2014 Scion tC Base

Hormigueros, PR

UnscoredInsufficient · 0
$14,995134,471 mi

Hormigueros, PR

2023 Mitsubishi Mirage SE

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

2023 Mitsubishi Mirage SE

Hormigueros, PR

UnscoredInsufficient · 0
$15,99520,516 mi

Hormigueros, PR

2020 Jeep Compass Limited

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

2020 Jeep Compass Limited

Hormigueros, PR

UnscoredInsufficient · 0
$15,99586,507 mi

Hormigueros, PR

2020 Hyundai Elantra SE

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

2020 Hyundai Elantra SE

Hormigueros, PR

UnscoredInsufficient · 0
$15,99519,302 mi

Hormigueros, PR

2016 Mercedes-Benz C-Class C300

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

2016 Mercedes-Benz C-Class C300

Hormigueros, PR

UnscoredInsufficient · 0
$15,99560,803 mi

Hormigueros, PR

2023 Hyundai Venue SE

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

2023 Hyundai Venue SE

Hormigueros, PR

UnscoredInsufficient · 4
$16,99532,076 mi

Comparison: 4 similar vehicles

Hormigueros, PR

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Hormigueros, PR

UnscoredInsufficient · 0
$16,99529,863 mi

Hormigueros, PR

2019 Mazda Mazda3 Premium

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

2019 Mazda Mazda3 Premium

Hormigueros, PR

UnscoredInsufficient · 0
$16,99578,457 mi

Hormigueros, PR

2020 Honda HR-V LX

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

2020 Honda HR-V LX

Hormigueros, PR

UnscoredInsufficient · 0
$17,99571,459 mi

Hormigueros, PR

2020 Mitsubishi Outlander ES

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

2020 Mitsubishi Outlander ES

Hormigueros, PR

UnscoredInsufficient · 0
$17,99557,212 mi

Hormigueros, PR

2017 Mazda CX-3 Grand Touring

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

2017 Mazda CX-3 Grand Touring

Hormigueros, PR

UnscoredInsufficient · 0
$17,99566,617 mi

Hormigueros, PR

2024 Nissan Kicks S

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

2024 Nissan Kicks S

Hormigueros, PR

UnscoredInsufficient · 0
$18,99577,044 mi

Hormigueros, PR

2024 Hyundai Venue SE

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

2024 Hyundai Venue SE

Hormigueros, PR

UnscoredInsufficient · 0
$18,995Mileage not verified

Hormigueros, PR

2022 Nissan Rogue S

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

2022 Nissan Rogue S

Hormigueros, PR

UnscoredInsufficient · 0
$18,99561,811 mi

Hormigueros, PR

2021 Jeep Compass 80th Spec. Edition

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

2021 Jeep Compass 80th Spec. Edition

Hormigueros, PR

UnscoredInsufficient · 0
$18,99558,018 mi

Hormigueros, PR

2021 Hyundai Elantra SE

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

2021 Hyundai Elantra SE

Hormigueros, PR

UnscoredInsufficient · 0
$18,99549,622 mi

Hormigueros, PR

2017 Acura ILX Base

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

2017 Acura ILX Base

Hormigueros, PR

UnscoredInsufficient · 0
$18,99535,202 mi

Hormigueros, PR

2025 Hyundai Elantra SE

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

2025 Hyundai Elantra SE

Hormigueros, PR

UnscoredInsufficient · 3
$19,99521,689 mi

Comparison: 3 similar vehicles

Hormigueros, PR

2023 Kia Seltos LX

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

2023 Kia Seltos LX

Hormigueros, PR

UnscoredInsufficient · 0
$19,99540,414 mi

Hormigueros, PR

2022 Nissan Sentra S

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

2022 Nissan Sentra S

Hormigueros, PR

Unscored
$19,99540,342 mi

Comparison: 5 similar vehicles

Hormigueros, PR

2022 Hyundai Venue SE

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

2022 Hyundai Venue SE

Hormigueros, PR

UnscoredInsufficient · 0
$19,99545,828 mi

Hormigueros, PR

2022 Hyundai Venue SE

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

2022 Hyundai Venue SE

Hormigueros, PR

UnscoredInsufficient · 0
$19,99557,615 mi

Hormigueros, PR

2021 Ford Bronco Sport Big Bend

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

2021 Ford Bronco Sport Big Bend

Hormigueros, PR

Unscored
$19,99548,195 mi

Comparison: 5 similar vehicles

Hormigueros, PR

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

Hormigueros, PR

UnscoredInsufficient · 3
$19,99532,227 mi

Comparison: 3 similar vehicles

Hormigueros, PR

2021 Mitsubishi Outlander Sport SE

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

2021 Mitsubishi Outlander Sport SE

Hormigueros, PR

UnscoredInsufficient · 0
$19,99555,804 mi

Hormigueros, PR

2021 Toyota Corolla L

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

2021 Toyota Corolla L

Hormigueros, PR

Great DealLimited · 14
$19,99564,468 mi

Market: $23,000 – $32,495

Comparison: 14 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 35 days listed (based on current market benchmarks)

Hormigueros, PR

2021 Hyundai Tucson Value

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

2021 Hyundai Tucson Value

Hormigueros, PR

UnscoredInsufficient · 0
$19,99569,446 mi

Hormigueros, PR

2020 Honda Civic EX

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

2020 Honda Civic EX

Hormigueros, PR

UnscoredInsufficient · 0
$19,99583,886 mi

Hormigueros, PR

2020 Kia Sedona LX

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

2020 Kia Sedona LX

Hormigueros, PR

Unscored
$19,99583,109 mi

Comparison: 9 similar vehicles

Hormigueros, PR

2018 RAM 1500 Pickup Express

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

2018 RAM 1500 Pickup Express

Hormigueros, PR

UnscoredInsufficient · 0
$19,995149,562 mi

Hormigueros, PR

2018 Honda CR-V EX

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

2018 Honda CR-V EX

Hormigueros, PR

UnscoredInsufficient · 0
$19,995126,881 mi

Hormigueros, PR

2023 Nissan Kicks SR

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

2023 Nissan Kicks SR

Hormigueros, PR

UnscoredInsufficient · 0
$20,99552,565 mi

Hormigueros, PR

2020 Ford Transit Connect XL

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

2020 Ford Transit Connect XL

Hormigueros, PR

UnscoredInsufficient · 0
$20,99578,459 mi

Hormigueros, PR

2024 Hyundai Elantra SE

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

2024 Hyundai Elantra SE

Hormigueros, PR

Fair PriceModerate · 20
$21,99520,183 mi

Market: $17,875 – $28,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Hormigueros, PR

2022 Mitsubishi Outlander ES

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

2022 Mitsubishi Outlander ES

Hormigueros, PR

UnscoredInsufficient · 3
$21,99567,023 mi

Comparison: 3 similar vehicles

Hormigueros, PR

2022 Mazda CX-5 S

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

2022 Mazda CX-5 S

Hormigueros, PR

UnscoredInsufficient · 0
$21,99572,326 mi

Hormigueros, PR

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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