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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 5, 2026

6.8M+

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

73 listings found

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

Rio Grande, PR

Fair PriceModerate · 26
$12,99570,345 mi

Market: $10,995 – $24,500

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 352 days listed (based on current market benchmarks)

Rio Grande, PR

2017 Ford Escape SE

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

2017 Ford Escape SE

Rio Grande, PR

UnscoredInsufficient · 0
$13,99545,962 mi

Rio Grande, PR

2017 Nissan Altima

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

2017 Nissan Altima

Rio Grande, PR

UnscoredInsufficient · 0
$13,99578,661 mi

Rio Grande, PR

2010 Ford Ranger XL

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

2010 Ford Ranger XL

Rio Grande, PR

UnscoredInsufficient · 0
$13,995Mileage not verified

Rio Grande, PR

2011 Ford Ranger XL

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

2011 Ford Ranger XL

Rio Grande, PR

UnscoredInsufficient · 0
$14,995Mileage not verified

Rio Grande, PR

2011 Ford Ranger XL

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

2011 Ford Ranger XL

Rio Grande, PR

UnscoredInsufficient · 0
$14,995Mileage not verified

Rio Grande, PR

2023 Chevrolet Malibu 1LS

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

2023 Chevrolet Malibu 1LS

Rio Grande, PR

UnscoredInsufficient · 0
$15,99594,484 mi

Rio Grande, PR

2020 Toyota Corolla LE

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

2020 Toyota Corolla LE

Rio Grande, PR

Unscored
$15,995Mileage not verified

Comparison: 7 similar vehicles

Rio Grande, PR

2015 Lincoln Navigator Base

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

2015 Lincoln Navigator Base

Rio Grande, PR

UnscoredInsufficient · 0
$16,995Mileage not verified

Rio Grande, PR

2022 Hyundai Accent

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

2022 Hyundai Accent

Rio Grande, PR

UnscoredInsufficient · 0
$17,99538,451 mi

Rio Grande, PR

2022 Hyundai Accent

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

2022 Hyundai Accent

Rio Grande, PR

UnscoredInsufficient · 0
$17,99557,026 mi

Rio Grande, PR

2021 Kia Rio LX

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

2021 Kia Rio LX

Rio Grande, PR

UnscoredInsufficient · 0
$17,99540,142 mi

Rio Grande, PR

2020 Kia Soul EX

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

2020 Kia Soul EX

Rio Grande, PR

UnscoredInsufficient · 0
$17,99562,083 mi

Rio Grande, PR

2020 Kia Sedona LX

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

2020 Kia Sedona LX

Rio Grande, PR

Unscored
$17,99575,934 mi

Comparison: 5 similar vehicles

Rio Grande, PR

2019 Toyota Corolla L

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

2019 Toyota Corolla L

Rio Grande, PR

UnscoredInsufficient · 0
$17,99561,219 mi

Rio Grande, PR

2018 Mercedes-Benz C-Class Sedan C300

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

2018 Mercedes-Benz C-Class Sedan C300

Rio Grande, PR

UnscoredInsufficient · 0
$17,995Mileage not verified

Rio Grande, PR

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Rio Grande, PR

UnscoredInsufficient · 0
$17,995Mileage not verified

Rio Grande, PR

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Rio Grande, PR

UnscoredInsufficient · 4
$17,995Mileage not verified

Comparison: 4 similar vehicles

Rio Grande, PR

2023 Hyundai Elantra SE

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

2023 Hyundai Elantra SE

Rio Grande, PR

UnscoredInsufficient · 3
$18,99548,933 mi

Comparison: 3 similar vehicles

Rio Grande, PR

2015 Toyota Tacoma Base

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

2015 Toyota Tacoma Base

Rio Grande, PR

UnscoredInsufficient · 0
$18,995Mileage not verified

Rio Grande, PR

2022 Ford Escape SE

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

2022 Ford Escape SE

Rio Grande, PR

UnscoredInsufficient · 0
$19,99553,652 mi

Rio Grande, PR

2022 Chevrolet Malibu RS

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

2022 Chevrolet Malibu RS

Rio Grande, PR

UnscoredInsufficient · 0
$19,99549,921 mi

Rio Grande, 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

Rio Grande, PR

UnscoredInsufficient · 3
$19,99557,622 mi

Comparison: 3 similar vehicles

Rio Grande, PR

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Rio Grande, PR

UnscoredInsufficient · 0
$19,99558,536 mi

Rio Grande, PR

2020 Volkswagen Jetta S

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

2020 Volkswagen Jetta S

Rio Grande, PR

UnscoredInsufficient · 0
$19,99563,554 mi

Rio Grande, PR

2017 Honda Pilot LX

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

2017 Honda Pilot LX

Rio Grande, PR

UnscoredInsufficient · 0
$19,99565,344 mi

Rio Grande, PR

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Rio Grande, PR

UnscoredInsufficient · 4
$19,995Mileage not verified

Comparison: 4 similar vehicles

Rio Grande, PR

2013 Ford F-150 Limited

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

2013 Ford F-150 Limited

Rio Grande, PR

UnscoredInsufficient · 0
$19,99565,390 mi

Rio Grande, PR

2022 Chevrolet Colorado LT

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

2022 Chevrolet Colorado LT

Rio Grande, PR

UnscoredInsufficient · 3
$20,995Mileage not verified

Comparison: 3 similar vehicles

Rio Grande, PR

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Rio Grande, PR

UnscoredInsufficient · 0
$20,99560,790 mi

Rio Grande, PR

2024 Mitsubishi Eclipse Cross ES

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

2024 Mitsubishi Eclipse Cross ES

Rio Grande, PR

UnscoredInsufficient · 4
$21,99547,144 mi

Comparison: 4 similar vehicles

Rio Grande, PR

2020 Lincoln Nautilus Base

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

2020 Lincoln Nautilus Base

Rio Grande, PR

UnscoredInsufficient · 0
$21,99546,083 mi

Rio Grande, PR

2017 Toyota Tacoma SR5

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

2017 Toyota Tacoma SR5

Rio Grande, PR

UnscoredInsufficient · 0
$22,995Mileage not verified

Rio Grande, PR

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

Rio Grande, PR

UnscoredInsufficient · 0
$23,99582,713 mi

Rio Grande, PR

2015 Toyota Tundra SR

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

2015 Toyota Tundra SR

Rio Grande, PR

UnscoredInsufficient · 0
$23,995Mileage not verified

Rio Grande, PR

2023 Kia Rio LX

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

2023 Kia Rio LX

Rio Grande, PR

UnscoredInsufficient · 0
$24,9951,480 mi

Rio Grande, 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

Rio Grande, PR

UnscoredInsufficient · 4
$24,99562,592 mi

Comparison: 4 similar vehicles

Rio Grande, PR

2018 Ford F-150 Lariat

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

2018 Ford F-150 Lariat

Rio Grande, PR

Unscored
$24,995Mileage not verified

Comparison: 6 similar vehicles

Rio Grande, PR

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Rio Grande, PR

UnscoredInsufficient · 0
$25,995Mileage not verified

Rio Grande, PR

2019 Chevrolet Express Cutaway Base

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

2019 Chevrolet Express Cutaway Base

Rio Grande, PR

UnscoredInsufficient · 0
$25,99553,104 mi

Rio Grande, PR

2016 Ford F-150 Lariat

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

2016 Ford F-150 Lariat

Rio Grande, PR

UnscoredInsufficient · 4
$25,995Mileage not verified

Comparison: 4 similar vehicles

Rio Grande, PR

2015 RAM 3500 Pickup SLT

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

2015 RAM 3500 Pickup SLT

Rio Grande, PR

UnscoredInsufficient · 0
$25,995Mileage not verified

Rio Grande, PR

2022 Kia Carnival LX

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

2022 Kia Carnival LX

Rio Grande, PR

UnscoredInsufficient · 3
$26,99560,915 mi

Comparison: 3 similar vehicles

Rio Grande, PR

2019 RAM 1500 Classic Warlock

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

2019 RAM 1500 Classic Warlock

Rio Grande, PR

UnscoredInsufficient · 0
$26,99581,516 mi

Rio Grande, PR

2020 Chevrolet Silverado 1500 Custom

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

2020 Chevrolet Silverado 1500 Custom

Rio Grande, PR

UnscoredInsufficient · 0
$27,995Mileage not verified

Rio Grande, PR

2019 BMW X3 30i

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

2019 BMW X3 30i

Rio Grande, PR

UnscoredInsufficient · 0
$27,99545,899 mi

Rio Grande, PR

2021 Toyota RAV4 XLE

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

2021 Toyota RAV4 XLE

Rio Grande, PR

UnscoredInsufficient · 0
$28,99545,630 mi

Rio Grande, PR

2021 Mercedes-Benz GLA GLA250

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

2021 Mercedes-Benz GLA GLA250

Rio Grande, PR

UnscoredInsufficient · 0
$28,99543,866 mi

Rio Grande, PR

2020 Jeep Wrangler Unlimited Sport S

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

2020 Jeep Wrangler Unlimited Sport S

Rio Grande, PR

UnscoredInsufficient · 3
$28,99575,958 mi

Comparison: 3 similar vehicles

Rio Grande, PR

2023 Honda CR-V EX

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

2023 Honda CR-V EX

Rio Grande, PR

UnscoredInsufficient · 3
$29,99545,852 mi

Comparison: 3 similar vehicles

Rio Grande, PR

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 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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