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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

80 listings found

1997 Ford Thunderbird

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

1997 Ford Thunderbird

Buellton, CA

UnscoredInsufficient · 0
$3,495147,700 mi

Buellton, CA

2005 Ford Expedition XLT Sport

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

2005 Ford Expedition XLT Sport

Buellton, CA

UnscoredInsufficient · 0
$5,995Mileage not verified

Buellton, CA

2007 Ford Ranger XL

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

2007 Ford Ranger XL

Buellton, CA

UnscoredInsufficient · 0
$6,900135,400 mi

Buellton, CA

2008 Ford Mustang GT Deluxe

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

2008 Ford Mustang GT Deluxe

Buellton, CA

UnscoredInsufficient · 3
$10,995115,000 mi

Comparison: 3 similar vehicles

Buellton, CA

1997 Ford F-250 XL

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

1997 Ford F-250 XL

Buellton, CA

UnscoredInsufficient · 0
$25,414174,000 mi

Buellton, CA

2024 Ford Escape PHEV

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

2024 Ford Escape PHEV

Buellton, CA

UnscoredInsufficient · 0
$27,01022,750 mi

Buellton, CA

2021 Ford Bronco Sport Badlands

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

2021 Ford Bronco Sport Badlands

Buellton, CA

Unscored
$27,11040,909 mi

Comparison: 8 similar vehicles

Buellton, CA

2017 Ford Mustang GT

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

2017 Ford Mustang GT

Buellton, CA

UnscoredInsufficient · 0
$28,91456,261 mi

Buellton, CA

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Buellton, CA

Fair PriceRobust · 50
$31,01030,890 mi

Market: $25,681 – $31,768

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Buellton, CA

Fair PriceRobust · 50
$32,037Mileage not verified

Market: $29,727 – $41,970

Comparison: 50 similar vehicles

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

Buellton, CA

2022 Ford Explorer ST

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

2022 Ford Explorer ST

Buellton, CA

Fair PriceLimited · 12
$33,11064,126 mi

Market: $27,495 – $37,122

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Buellton, CA

Fair PriceRobust · 50
$33,550Mileage not verified

Market: $29,727 – $41,970

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Buellton, CA

2023 Ford E-Transit Cargo Van Base

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

2023 Ford E-Transit Cargo Van Base

Buellton, CA

OverpricedLimited · 14
$33,76311,217 mi

Market: $30,111 – $33,080

Comparison: 14 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Buellton, CA

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Buellton, CA

Fair PriceLimited · 16
$34,472Mileage not verified

Market: $32,980 – $37,931

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Buellton, CA

Fair PriceRobust · 95
$36,1106,162 mi

Market: $32,265 – $39,197

Comparison: 95 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Buellton, CA

2024 Ford Edge Titanium

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

2024 Ford Edge Titanium

Buellton, CA

UnscoredInsufficient · 4
$36,11017,084 mi

Comparison: 4 similar vehicles

Buellton, CA

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

Buellton, CA

Fair PriceLimited · 18
$36,202Mileage not verified

Market: $31,712 – $36,302

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Buellton, CA

Fair PriceRobust · 120
$36,592Mileage not verified

Market: $33,176 – $46,174

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Maverick Lobo Standard

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

2026 Ford Maverick Lobo Standard

Buellton, CA

Fair PriceRobust · 199
$36,922Mileage not verified

Market: $34,577 – $40,700

Comparison: 199 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Bronco Sport Outer Banks

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

2026 Ford Bronco Sport Outer Banks

Buellton, CA

Fair PriceRobust · 120
$38,202Mileage not verified

Market: $33,176 – $46,174

Comparison: 120 similar vehicles

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

Buellton, CA

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

Buellton, CA

Fair PriceRobust · 120
$38,320Mileage not verified

Market: $30,949 – $43,900

Comparison: 120 similar vehicles

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

Buellton, CA

2026 Ford F-150 XL

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

2026 Ford F-150 XL

Buellton, CA

Fair PriceRobust · 68
$39,282Mileage not verified

Market: $37,829 – $55,024

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Buellton, CA

UnscoredInsufficient · 4
$40,087Mileage not verified

Comparison: 4 similar vehicles

Buellton, CA

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Buellton, CA

Fair PriceModerate · 20
$40,420Mileage not verified

Market: $39,570 – $48,219

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Buellton, CA

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

Buellton, CA

Fair PriceModerate · 39
$41,11031,488 mi

Market: $30,633 – $54,999

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford F-150 XL

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

2026 Ford F-150 XL

Buellton, CA

Unscored
$41,122Mileage not verified

Comparison: 6 similar vehicles

Buellton, CA

2026 Ford F-150 STX

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

2026 Ford F-150 STX

Buellton, CA

Fair PriceRobust · 63
$42,312Mileage not verified

Market: $40,560 – $63,748

Comparison: 63 similar vehicles

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

Buellton, CA

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Buellton, CA

Fair PriceRobust · 67
$43,045Mileage not verified

Market: $35,954 – $47,405

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Buellton, CA

2023 Ford Transit Passenger Van XL

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

2023 Ford Transit Passenger Van XL

Buellton, CA

UnscoredInsufficient · 0
$43,11027,901 mi

Buellton, CA

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Buellton, CA

Fair PriceModerate · 28
$44,605Mileage not verified

Market: $35,700 – $55,119

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Buellton, CA

2022 Ford F-350 Super Duty Chassis Cab XL

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

2022 Ford F-350 Super Duty Chassis Cab XL

Buellton, CA

UnscoredInsufficient · 0
$44,91437,268 mi

Buellton, CA

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Buellton, CA

Fair PriceModerate · 29
$45,242Mileage not verified

Market: $45,242 – $57,057

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 165 days listed (based on current market benchmarks)

Buellton, CA

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Buellton, CA

Fair PriceRobust · 734
$45,957Mileage not verified

Market: $40,277 – $53,607

Comparison: 734 similar vehicles

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

Buellton, CA

2026 Ford F-150 XL

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

2026 Ford F-150 XL

Buellton, CA

Fair PriceRobust · 68
$47,557Mileage not verified

Market: $37,829 – $55,024

Comparison: 68 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Bronco 4-Door Base

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

2026 Ford Bronco 4-Door Base

Buellton, CA

UnscoredInsufficient · 3
$48,030Mileage not verified

Comparison: 3 similar vehicles

Buellton, CA

2026 Ford Mustang Mach-E Premium RWD

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

2026 Ford Mustang Mach-E Premium RWD

Buellton, CA

UnscoredInsufficient · 3
$48,085Mileage not verified

Comparison: 3 similar vehicles

Buellton, CA

2026 Ford Mustang Mach-E Premium RWD

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

2026 Ford Mustang Mach-E Premium RWD

Buellton, CA

UnscoredInsufficient · 3
$48,585Mileage not verified

Comparison: 3 similar vehicles

Buellton, CA

2023 Ford F-150 Tremor

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

2023 Ford F-150 Tremor

Buellton, CA

UnscoredInsufficient · 0
$48,76346,280 mi

Buellton, CA

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Buellton, CA

Fair PriceRobust · 118
$48,827Mileage not verified

Market: $43,414 – $80,942

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Bronco 4-Door Outer Banks

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

2026 Ford Bronco 4-Door Outer Banks

Buellton, CA

Fair PriceRobust · 56
$49,597Mileage not verified

Market: $48,842 – $68,018

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Buellton, CA

Fair PriceRobust · 118
$49,905Mileage not verified

Market: $43,414 – $80,942

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Buellton, CA

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Buellton, CA

Fair PriceModerate · 36
$50,005Mileage not verified

Market: $47,689 – $55,149

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Bronco 4-Door Big Bend

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

2026 Ford Bronco 4-Door Big Bend

Buellton, CA

Fair PriceRobust · 118
$51,075Mileage not verified

Market: $43,414 – $80,942

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Bronco 4-Door Heritage Editon

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

2026 Ford Bronco 4-Door Heritage Editon

Buellton, CA

Fair PriceModerate · 20
$53,032Mileage not verified

Market: $52,922 – $60,314

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Buellton, CA

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Buellton, CA

Fair PriceLimited · 16
$53,147Mileage not verified

Market: $50,274 – $64,449

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Buellton, CA

2023 Ford Bronco 4-Door Wildtrak

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

2023 Ford Bronco 4-Door Wildtrak

Buellton, CA

UnscoredInsufficient · 0
$54,1102,706 mi

Buellton, CA

2026 Ford Bronco 4-Door Outer Banks

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

2026 Ford Bronco 4-Door Outer Banks

Buellton, CA

Fair PriceRobust · 56
$54,130Mileage not verified

Market: $48,842 – $68,018

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Mustang Mach-E Premium RWD

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

2026 Ford Mustang Mach-E Premium RWD

Buellton, CA

UnscoredInsufficient · 3
$54,355Mileage not verified

Comparison: 3 similar vehicles

Buellton, CA

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Buellton, CA

Fair PriceModerate · 32
$55,0066,867 mi

Market: $39,585 – $59,080

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Buellton, CA

2026 Ford Bronco 4-Door Outer Banks

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

2026 Ford Bronco 4-Door Outer Banks

Buellton, CA

Unscored
$55,962Mileage not verified

Comparison: 8 similar vehicles

Buellton, CA

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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