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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 30, 2026

6M+

Unique vehicles analyzed

as of October 30, 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

2,182 listings found

2014 Nissan Versa Sedan

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

2014 Nissan Versa Sedan

Caguas, PR

UnscoredInsufficient · 0
$7,995101,513 mi

Caguas, PR

2019 Hyundai Accent

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

2019 Hyundai Accent

Caguas, PR

UnscoredInsufficient · 0
$9,99558,085 mi

Caguas, PR

2008 Toyota RAV4 Limited

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

2008 Toyota RAV4 Limited

Caguas, PR

UnscoredInsufficient · 0
$9,995174,129 mi

Caguas, PR

No Photo

2021 Nissan Versa Sedan S

Caguas, PR

Great DealModerate · 25
$10,99567,263 mi

Market: $11,995 – $24,500

Comparison: 25 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 21 days listed (based on current market benchmarks)

Caguas, PR

2020 Nissan Sentra S

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

2020 Nissan Sentra S

Caguas, PR

UnscoredInsufficient · 4
$10,99575,686 mi

Comparison: 4 similar vehicles

Caguas, PR

2024 Mitsubishi Mirage G4 SE

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

2024 Mitsubishi Mirage G4 SE

Caguas, PR

UnscoredInsufficient · 0
$11,99515,402 mi

Caguas, PR

2018 Nissan Sentra S

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

2018 Nissan Sentra S

Caguas, PR

UnscoredInsufficient · 0
$11,99531,298 mi

Caguas, PR

2022 Hyundai Accent

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

2022 Hyundai Accent

Caguas, PR

UnscoredInsufficient · 0
$12,99510,871 mi

Caguas, PR

2021 Kia Rio LX

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

2021 Kia Rio LX

Caguas, PR

UnscoredInsufficient · 0
$12,99557,135 mi

Caguas, 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

Caguas, PR

UnscoredInsufficient · 0
$12,995Mileage not verified

Caguas, PR

2019 Ford Ecosport SE

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

2019 Ford Ecosport SE

Caguas, PR

UnscoredInsufficient · 0
$12,99529,835 mi

Caguas, PR

2016 Nissan Murano S

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

2016 Nissan Murano S

Caguas, PR

UnscoredInsufficient · 0
$12,995104,624 mi

Caguas, PR

2024 Mitsubishi Mirage G4 Black Edition

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

2024 Mitsubishi Mirage G4 Black Edition

Caguas, PR

UnscoredInsufficient · 0
$13,99526,829 mi

Caguas, PR

2023 Kia Rio LX

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

2023 Kia Rio LX

Caguas, PR

Unscored
$13,995Mileage not verified

Comparison: 8 similar vehicles

Caguas, PR

2023 Kia Rio LX

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

2023 Kia Rio LX

Caguas, PR

Unscored
$13,99535,442 mi

Comparison: 8 similar vehicles

Caguas, PR

No Photo

2021 Nissan Sentra SR

Caguas, PR

UnscoredInsufficient · 0
$13,99586,778 mi

Caguas, PR

2020 Hyundai Accent

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

2020 Hyundai Accent

Caguas, PR

UnscoredInsufficient · 0
$13,99554,035 mi

Caguas, PR

2020 Nissan Versa Sedan S

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

2020 Nissan Versa Sedan S

Caguas, PR

UnscoredInsufficient · 0
$13,99549,824 mi

Caguas, PR

2020 Nissan Versa Sedan S

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

2020 Nissan Versa Sedan S

Caguas, PR

Unscored
$13,99565,016 mi

Comparison: 8 similar vehicles

Caguas, PR

2020 Nissan Versa Sedan S

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

2020 Nissan Versa Sedan S

Caguas, PR

Unscored
$13,99561,297 mi

Comparison: 8 similar vehicles

Caguas, PR

2019 Hyundai Accent SE

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

2019 Hyundai Accent SE

Caguas, PR

UnscoredInsufficient · 4
$13,99569,000 mi

Comparison: 4 similar vehicles

Caguas, PR

2019 Nissan Kicks S

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

2019 Nissan Kicks S

Caguas, PR

UnscoredInsufficient · 0
$13,99557,458 mi

Caguas, PR

2016 Hyundai Veloster Base

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

2016 Hyundai Veloster Base

Caguas, PR

UnscoredInsufficient · 0
$13,99547,461 mi

Caguas, PR

2016 Hyundai Veloster Base

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

2016 Hyundai Veloster Base

Caguas, PR

UnscoredInsufficient · 0
$13,99557,014 mi

Caguas, PR

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Caguas, PR

UnscoredInsufficient · 0
$14,091Mileage not verified

Caguas, PR

2023 Nissan Kicks S

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

2023 Nissan Kicks S

Caguas, PR

Unscored
$14,99530,011 mi

Comparison: 9 similar vehicles

Caguas, PR

2023 Hyundai Venue SE

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

2023 Hyundai Venue SE

Caguas, PR

UnscoredInsufficient · 4
$14,99535,135 mi

Comparison: 4 similar vehicles

Caguas, PR

2023 Hyundai Venue SE

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

2023 Hyundai Venue SE

Caguas, PR

UnscoredInsufficient · 3
$14,99512,657 mi

Comparison: 3 similar vehicles

Caguas, PR

2022 Nissan Sentra S

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

2022 Nissan Sentra S

Caguas, PR

UnscoredInsufficient · 0
$14,99534,280 mi

Caguas, PR

No Photo

2021 Nissan Versa Sedan S

Caguas, PR

Fair PriceModerate · 24
$14,99562,272 mi

Market: $10,995 – $24,500

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 287 days listed (based on current market benchmarks)

Caguas, PR

2020 Mazda Mazda2

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

2020 Mazda Mazda2

Caguas, PR

UnscoredInsufficient · 0
$14,99530,865 mi

Caguas, PR

2020 Hyundai Venue SE

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

2020 Hyundai Venue SE

Caguas, PR

UnscoredInsufficient · 3
$14,99574,220 mi

Comparison: 3 similar vehicles

Caguas, PR

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Caguas, PR

UnscoredInsufficient · 0
$14,99549,960 mi

Caguas, PR

2018 Hyundai Elantra SE

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

2018 Hyundai Elantra SE

Caguas, PR

UnscoredInsufficient · 0
$14,99555,343 mi

Caguas, PR

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Caguas, PR

Unscored
$14,99560,124 mi

Comparison: 5 similar vehicles

Caguas, PR

2022 Nissan Versa Sedan S

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

2022 Nissan Versa Sedan S

Caguas, PR

UnscoredInsufficient · 0
$15,99525,253 mi

Caguas, PR

2022 Hyundai Kona SE

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

2022 Hyundai Kona SE

Caguas, PR

UnscoredInsufficient · 0
$15,99557,005 mi

Caguas, PR

2021 Ford Bronco Sport Base

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

2021 Ford Bronco Sport Base

Caguas, PR

UnscoredInsufficient · 4
$15,99550,611 mi

Comparison: 4 similar vehicles

Caguas, PR

2021 Hyundai Tucson SE

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

2021 Hyundai Tucson SE

Caguas, PR

UnscoredInsufficient · 3
$15,99555,259 mi

Comparison: 3 similar vehicles

Caguas, PR

2021 Kia Seltos LX

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

2021 Kia Seltos LX

Caguas, PR

Unscored
$15,99580,557 mi

Comparison: 5 similar vehicles

Caguas, PR

2020 Ford Escape S

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

2020 Ford Escape S

Caguas, PR

UnscoredInsufficient · 0
$15,99562,257 mi

Caguas, PR

2020 Nissan Kicks SR

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

2020 Nissan Kicks SR

Caguas, PR

UnscoredInsufficient · 0
$15,99546,469 mi

Caguas, PR

2019 Mitsubishi Outlander Sport SE

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

2019 Mitsubishi Outlander Sport SE

Caguas, PR

UnscoredInsufficient · 0
$15,99548,486 mi

Caguas, PR

2017 Toyota Corolla iM Base

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

2017 Toyota Corolla iM Base

Caguas, PR

UnscoredInsufficient · 0
$15,99575,002 mi

Caguas, PR

2016 INFINITI QX50 Base

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

2016 INFINITI QX50 Base

Caguas, PR

UnscoredInsufficient · 0
$15,99559,588 mi

Caguas, PR

2012 Mercedes-Benz E-Class E550 Sport

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

2012 Mercedes-Benz E-Class E550 Sport

Caguas, PR

UnscoredInsufficient · 0
$15,99569,919 mi

Caguas, PR

2010 Jeep Wrangler Unlimited Rubicon

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

2010 Jeep Wrangler Unlimited Rubicon

Caguas, PR

UnscoredInsufficient · 0
$15,995Mileage not verified

Caguas, PR

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

Caguas, PR

Unscored
$16,99551,769 mi

Comparison: 9 similar vehicles

Caguas, PR

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

Caguas, PR

UnscoredInsufficient · 0
$16,99536,890 mi

Caguas, PR

2024 Nissan Kicks SV

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

2024 Nissan Kicks SV

Caguas, PR

UnscoredInsufficient · 3
$16,99549,015 mi

Comparison: 3 similar vehicles

Caguas, PR

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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.
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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