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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 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

191 listings found

2022 Ford EcoSport S

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

2022 Ford EcoSport S

Pleasanton, KS

UnscoredInsufficient · 0
$17,35223,063 mi

Pleasanton, KS

2021 Kia Sorento LX

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

2021 Kia Sorento LX

Pleasanton, KS

Unscored
$17,47777,812 mi

Comparison: 7 similar vehicles

Pleasanton, KS

2018 Ford Explorer Base

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

2018 Ford Explorer Base

Pleasanton, KS

UnscoredInsufficient · 0
$17,48959,390 mi

Pleasanton, KS

2021 Ford Ranger XLT

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

2021 Ford Ranger XLT

Pleasanton, KS

Fair PriceModerate · 31
$18,777116,223 mi

Market: $15,979 – $27,197

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Pleasanton, KS

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Pleasanton, KS

Unscored
$19,356111,308 mi

Comparison: 5 similar vehicles

Pleasanton, KS

2021 Jeep Cherokee Trailhawk

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

2021 Jeep Cherokee Trailhawk

Pleasanton, KS

Fair PriceModerate · 30
$20,75675,481 mi

Market: $18,349 – $24,800

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Pleasanton, KS

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Pleasanton, KS

Fair PriceModerate · 38
$20,84036,242 mi

Market: $19,995 – $25,135

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Pleasanton, KS

2018 Honda Odyssey EX-L

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

2018 Honda Odyssey EX-L

Pleasanton, KS

Fair PriceModerate · 43
$21,091103,191 mi

Market: $13,750 – $31,000

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Pleasanton, KS

2019 Cadillac XT4 Sport

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

2019 Cadillac XT4 Sport

Pleasanton, KS

Unscored
$21,75568,503 mi

Comparison: 7 similar vehicles

Pleasanton, KS

2020 Ford Ranger XLT

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

2020 Ford Ranger XLT

Pleasanton, KS

Fair PriceModerate · 40
$22,217106,121 mi

Market: $17,495 – $25,134

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Pleasanton, KS

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Pleasanton, KS

Fair PriceModerate · 38
$22,35237,875 mi

Market: $19,995 – $25,135

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Pleasanton, KS

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Pleasanton, KS

Fair PriceModerate · 30
$23,19265,825 mi

Market: $15,025 – $29,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Pleasanton, KS

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceLimited · 16
$24,91013,424 mi

Market: $22,950 – $25,991

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Pleasanton, KS

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Pleasanton, KS

Fair PriceModerate · 48
$24,952104,844 mi

Market: $12,616 – $31,254

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Pleasanton, KS

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Pleasanton, KS

Unscored
$25,336121,076 mi

Comparison: 48 similar vehicles

Pleasanton, KS

2024 Ford Mustang EcoBoost

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

2024 Ford Mustang EcoBoost

Pleasanton, KS

Great DealLimited · 12
$25,38323,459 mi

Market: $26,899 – $30,998

Comparison: 12 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 113 days listed (based on current market benchmarks)

Pleasanton, KS

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Pleasanton, KS

UnscoredInsufficient · 3
$26,33826,686 mi

Comparison: 3 similar vehicles

Pleasanton, KS

2021 Ford Ranger XL

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

2021 Ford Ranger XL

Pleasanton, KS

UnscoredInsufficient · 3
$26,62124,272 mi

Comparison: 3 similar vehicles

Pleasanton, KS

2023 Ford Escape ST-Line Select

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

2023 Ford Escape ST-Line Select

Pleasanton, KS

UnscoredInsufficient · 0
$26,82018,916 mi

Pleasanton, KS

2025 Volkswagen Atlas Cross Sport SE w/Tech

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

2025 Volkswagen Atlas Cross Sport SE w/Tech

Pleasanton, KS

Unscored
$26,92349,529 mi

Comparison: 10 similar vehicles

Pleasanton, KS

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceModerate · 24
$26,9409,604 mi

Market: $22,995 – $36,196

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Pleasanton, KS

2023 Mitsubishi Outlander SEL Black Edition

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

2023 Mitsubishi Outlander SEL Black Edition

Pleasanton, KS

UnscoredInsufficient · 0
$27,32734,560 mi

Pleasanton, KS

2023 Ford Maverick Lariat

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

2023 Ford Maverick Lariat

Pleasanton, KS

UnscoredInsufficient · 0
$27,96232,719 mi

Pleasanton, KS

2024 Ford Bronco Sport Outer Banks

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

2024 Ford Bronco Sport Outer Banks

Pleasanton, KS

Fair PriceModerate · 26
$27,96928,271 mi

Market: $26,500 – $31,375

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Pleasanton, KS

2025 Jeep Wrangler 4-Door Sport S

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

2025 Jeep Wrangler 4-Door Sport S

Pleasanton, KS

UnscoredInsufficient · 0
$27,97250,222 mi

Pleasanton, KS

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Pleasanton, KS

Fair PriceLimited · 11
$28,97538,721 mi

Market: $29,394 – $31,394

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 113 days listed (based on current market benchmarks)

Pleasanton, KS

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Pleasanton, KS

UnscoredInsufficient · 4
$28,97817,552 mi

Comparison: 4 similar vehicles

Pleasanton, KS

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Pleasanton, KS

Unscored
$29,21757,167 mi

Comparison: 5 similar vehicles

Pleasanton, KS

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

Pleasanton, KS

Unscored
$29,34568,238 mi

Comparison: 5 similar vehicles

Pleasanton, KS

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Pleasanton, KS

Unscored
$30,255Mileage not verified

Comparison: 8 similar vehicles

Pleasanton, KS

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Pleasanton, KS

Unscored
$30,255Mileage not verified

Comparison: 8 similar vehicles

Pleasanton, KS

2025 Ford Bronco Sport Badlands

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

2025 Ford Bronco Sport Badlands

Pleasanton, KS

UnscoredInsufficient · 0
$30,52521,360 mi

Pleasanton, KS

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Pleasanton, KS

Unscored
$31,050Mileage not verified

Comparison: 8 similar vehicles

Pleasanton, KS

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Pleasanton, KS

Unscored
$31,050Mileage not verified

Comparison: 8 similar vehicles

Pleasanton, KS

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Pleasanton, KS

Unscored
$31,050Mileage not verified

Comparison: 8 similar vehicles

Pleasanton, KS

2025 Ford Escape Platinum

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

2025 Ford Escape Platinum

Pleasanton, KS

UnscoredInsufficient · 0
$31,6171,874 mi

Pleasanton, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceRobust · 68
$31,875Mileage not verified

Market: $28,833 – $36,150

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 234 days listed (based on current market benchmarks)

Pleasanton, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceRobust · 68
$31,980Mileage not verified

Market: $28,833 – $36,150

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Pleasanton, KS

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Pleasanton, KS

Fair PriceModerate · 23
$32,304Mileage not verified

Market: $31,848 – $37,717

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Pleasanton, KS

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Pleasanton, KS

Fair PriceModerate · 23
$32,304Mileage not verified

Market: $31,848 – $37,717

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Pleasanton, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceRobust · 68
$32,375Mileage not verified

Market: $28,833 – $36,150

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 295 days listed (based on current market benchmarks)

Pleasanton, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceRobust · 68
$33,180Mileage not verified

Market: $28,833 – $36,150

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Pleasanton, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceRobust · 68
$33,217Mileage not verified

Market: $28,833 – $36,150

Comparison: 68 similar vehicles

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

Pleasanton, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceRobust · 68
$33,239Mileage not verified

Market: $28,833 – $36,150

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 267 days listed (based on current market benchmarks)

Pleasanton, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceRobust · 68
$33,242Mileage not verified

Market: $28,833 – $36,150

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 240 days listed (based on current market benchmarks)

Pleasanton, KS

2025 Honda Ridgeline RTL

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

2025 Honda Ridgeline RTL

Pleasanton, KS

Fair PriceModerate · 21
$33,36824,340 mi

Market: $32,000 – $45,988

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Pleasanton, KS

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Pleasanton, KS

Fair PriceModerate · 23
$33,495Mileage not verified

Market: $31,848 – $37,717

Comparison: 23 similar vehicles

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

Pleasanton, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceRobust · 68
$33,745Mileage not verified

Market: $28,833 – $36,150

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 282 days listed (based on current market benchmarks)

Pleasanton, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceRobust · 68
$34,075Mileage not verified

Market: $28,833 – $36,150

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Pleasanton, KS

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Pleasanton, KS

Fair PriceRobust · 68
$34,173Mileage not verified

Market: $28,833 – $36,150

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Pleasanton, KS

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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