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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

69 listings found

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Dorado, PR

UnscoredInsufficient · 0
$10,99552,159 mi

Dorado, PR

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Dorado, PR

UnscoredInsufficient · 0
$15,99518,467 mi

Dorado, PR

2021 Ford EcoSport SE

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

2021 Ford EcoSport SE

Dorado, PR

UnscoredInsufficient · 0
$15,99520,636 mi

Dorado, PR

2020 Ford Escape S

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

2020 Ford Escape S

Dorado, PR

UnscoredInsufficient · 0
$16,99537,487 mi

Dorado, PR

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Dorado, PR

UnscoredInsufficient · 3
$17,995Mileage not verified

Comparison: 3 similar vehicles

Dorado, PR

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Dorado, PR

Unscored
$18,995Mileage not verified

Comparison: 6 similar vehicles

Dorado, PR

2022 Ford EcoSport SE

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

2022 Ford EcoSport SE

Dorado, PR

UnscoredInsufficient · 0
$20,99519,591 mi

Dorado, PR

No Photo

2021 Ford Transit Connect XL

Dorado, PR

Unscored
$20,99564,738 mi

Comparison: 5 similar vehicles

Dorado, PR

2022 Ford Edge SE

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

2022 Ford Edge SE

Dorado, PR

UnscoredInsufficient · 0
$21,995Mileage not verified

Dorado, 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

Dorado, PR

UnscoredInsufficient · 0
$21,99561,190 mi

Dorado, PR

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Dorado, PR

UnscoredInsufficient · 0
$22,99816,974 mi

Dorado, PR

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Dorado, PR

UnscoredInsufficient · 3
$23,99540,143 mi

Comparison: 3 similar vehicles

Dorado, PR

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Dorado, PR

Unscored
$23,995Mileage not verified

Comparison: 6 similar vehicles

Dorado, PR

2023 Ford Explorer Base

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

2023 Ford Explorer Base

Dorado, PR

UnscoredInsufficient · 0
$24,99549,962 mi

Dorado, PR

2023 Ford Bronco Sport Base

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

2023 Ford Bronco Sport Base

Dorado, PR

UnscoredInsufficient · 3
$24,99527,895 mi

Comparison: 3 similar vehicles

Dorado, PR

No Photo

2017 Ford F-250 Super Duty XL

Dorado, PR

UnscoredInsufficient · 0
$26,995Mileage not verified

Dorado, PR

2021 Ford Transit Passenger Van XL

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

2021 Ford Transit Passenger Van XL

Dorado, PR

UnscoredInsufficient · 0
$27,995154,524 mi

Dorado, PR

No Photo

2022 Ford F-150 XL

Dorado, PR

UnscoredInsufficient · 4
$28,99557,818 mi

Comparison: 4 similar vehicles

Dorado, PR

2021 Ford F-150 XL

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

2021 Ford F-150 XL

Dorado, PR

Fair PriceLimited · 14
$28,99562,123 mi

Market: $28,995 – $58,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 373 days listed (based on current market benchmarks)

Dorado, PR

2022 Ford F-150

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

2022 Ford F-150

Dorado, PR

UnscoredInsufficient · 0
$29,99562,860 mi

Dorado, PR

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Dorado, PR

UnscoredInsufficient · 4
$29,99554,525 mi

Comparison: 4 similar vehicles

Dorado, PR

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Dorado, PR

UnscoredInsufficient · 0
$29,99570,123 mi

Dorado, PR

2024 Ford F-150 XL

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

2024 Ford F-150 XL

Dorado, PR

UnscoredInsufficient · 3
$30,99524,400 mi

Comparison: 3 similar vehicles

Dorado, PR

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Dorado, PR

UnscoredInsufficient · 3
$30,99555,759 mi

Comparison: 3 similar vehicles

Dorado, PR

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Dorado, PR

UnscoredInsufficient · 0
$30,99551,115 mi

Dorado, PR

2020 Ford Transit Van Base

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

2020 Ford Transit Van Base

Dorado, PR

Unscored
$30,995Mileage not verified

Comparison: 5 similar vehicles

Dorado, PR

No Photo

2024 Ford F-150 XL

Dorado, PR

UnscoredInsufficient · 3
$32,99564,123 mi

Comparison: 3 similar vehicles

Dorado, PR

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Dorado, PR

Unscored
$32,99542,867 mi

Comparison: 5 similar vehicles

Dorado, PR

2023 Ford Transit Connect XL

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

2023 Ford Transit Connect XL

Dorado, PR

Fair PriceLimited · 15
$32,99545,499 mi

Market: $32,995 – $43,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 231 days listed (based on current market benchmarks)

Dorado, PR

2023 Ford Transit Connect XL

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

2023 Ford Transit Connect XL

Dorado, PR

UnscoredInsufficient · 4
$32,99532,932 mi

Comparison: 4 similar vehicles

Dorado, PR

2023 Ford Transit Connect XL

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

2023 Ford Transit Connect XL

Dorado, PR

Fair PriceLimited · 15
$32,99541,029 mi

Market: $32,995 – $43,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Dorado, PR

2023 Ford Transit Connect XL

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

2023 Ford Transit Connect XL

Dorado, PR

UnscoredInsufficient · 3
$32,99552,807 mi

Comparison: 3 similar vehicles

Dorado, PR

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Dorado, PR

UnscoredInsufficient · 0
$32,99547,721 mi

Dorado, PR

No Photo

2022 Ford F-150 XL

Dorado, PR

UnscoredInsufficient · 0
$32,99525,385 mi

Dorado, PR

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Dorado, PR

Fair PriceLimited · 10
$32,99561,232 mi

Market: $32,995 – $36,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 227 days listed (based on current market benchmarks)

Dorado, PR

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Dorado, PR

Fair PriceLimited · 10
$32,99579,123 mi

Market: $32,995 – $36,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 505 days listed (based on current market benchmarks)

Dorado, PR

2025 Ford Explorer Active

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

2025 Ford Explorer Active

Dorado, PR

UnscoredInsufficient · 3
$33,99526,159 mi

Comparison: 3 similar vehicles

Dorado, PR

2025 Ford Explorer Active

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

2025 Ford Explorer Active

Dorado, PR

UnscoredInsufficient · 3
$33,99522,691 mi

Comparison: 3 similar vehicles

Dorado, PR

2024 Ford F-150 XL

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

2024 Ford F-150 XL

Dorado, PR

UnscoredInsufficient · 0
$33,99544,433 mi

Dorado, PR

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Dorado, PR

Unscored
$33,99547,722 mi

Comparison: 5 similar vehicles

Dorado, PR

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Dorado, PR

UnscoredInsufficient · 0
$33,99527,703 mi

Dorado, PR

2022 Ford F-150 XL

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

2022 Ford F-150 XL

Dorado, PR

UnscoredInsufficient · 4
$33,99551,647 mi

Comparison: 4 similar vehicles

Dorado, PR

2023 Ford F-150

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

2023 Ford F-150

Dorado, PR

UnscoredInsufficient · 0
$34,99534,086 mi

Dorado, PR

No Photo

2023 Ford F-150 XL

Dorado, PR

Fair PriceLimited · 13
$34,995Mileage not verified

Market: $32,995 – $55,495

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Dorado, PR

No Photo

2023 Ford F-150 XL

Dorado, PR

Unscored
$34,99545,511 mi

Comparison: 5 similar vehicles

Dorado, PR

2022 Ford E-Series Cutaway Base

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

2022 Ford E-Series Cutaway Base

Dorado, PR

UnscoredInsufficient · 0
$34,995137,606 mi

Dorado, PR

2023 Ford Transit Van Base

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

2023 Ford Transit Van Base

Dorado, PR

UnscoredInsufficient · 3
$35,99559,789 mi

Comparison: 3 similar vehicles

Dorado, PR

2022 Ford F-250 Super Duty XL

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

2022 Ford F-250 Super Duty XL

Dorado, PR

UnscoredInsufficient · 0
$35,99562,317 mi

Dorado, PR

2024 Ford Transit Van Base

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

2024 Ford Transit Van Base

Dorado, PR

Unscored
$36,99540,699 mi

Comparison: 8 similar vehicles

Dorado, PR

2024 Ford Transit Van Base

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

2024 Ford Transit Van Base

Dorado, PR

Unscored
$36,99522,371 mi

Comparison: 7 similar vehicles

Dorado, 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 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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