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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

62 listings found

2008 Ford Expedition Limited

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

2008 Ford Expedition Limited

Steamboat Springs, CO

UnscoredInsufficient · 0
$5,450190,951 mi

Steamboat Springs, CO

1997 Ford Econoline Van Base

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

1997 Ford Econoline Van Base

Steamboat Springs, CO

UnscoredInsufficient · 0
$5,90075,827 mi

Steamboat Springs, CO

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Steamboat Springs, CO

UnscoredLimited · 12
$7,999134,723 mi

Comparison: 12 similar vehicles

Steamboat Springs, CO

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Steamboat Springs, CO

UnscoredInsufficient · 3
$14,455112,034 mi

Comparison: 3 similar vehicles

Steamboat Springs, CO

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Steamboat Springs, CO

UnscoredRobust · 177
$14,995192,711 mi

Comparison: 177 similar vehicles

Steamboat Springs, CO

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Steamboat Springs, CO

UnscoredRobust · 82
$20,455128,674 mi

Comparison: 82 similar vehicles

Steamboat Springs, CO

2012 Ford E-Series Econoline Wagon XLT

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

2012 Ford E-Series Econoline Wagon XLT

Steamboat Springs, CO

UnscoredInsufficient · 0
$20,45556,083 mi

Steamboat Springs, CO

2022 Ford Escape Titanium

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

2022 Ford Escape Titanium

Steamboat Springs, CO

UnscoredInsufficient · 0
$20,69953,784 mi

Steamboat Springs, CO

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Steamboat Springs, CO

Fair PriceRobust · 82
$23,455104,267 mi

Market: $10,950 – $27,998

Comparison: 82 similar vehicles

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

Steamboat Springs, CO

2019 Ford F-150 Lariat

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

2019 Ford F-150 Lariat

Steamboat Springs, CO

UnscoredRobust · 77
$25,455128,914 mi

Comparison: 77 similar vehicles

Steamboat Springs, CO

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

Steamboat Springs, CO

Fair PriceRobust · 108
$31,984Mileage not verified

Market: $26,269 – $38,935

Comparison: 108 similar vehicles

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

Steamboat Springs, CO

2023 Ford Explorer TIMBERLINE

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

2023 Ford Explorer TIMBERLINE

Steamboat Springs, CO

UnscoredLimited · 7
$33,45558,911 mi

Comparison: 7 similar vehicles

Steamboat Springs, CO

2021 Ford Expedition Limited

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

2021 Ford Expedition Limited

Steamboat Springs, CO

UnscoredModerate · 44
$33,45584,088 mi

Comparison: 44 similar vehicles

Steamboat Springs, CO

2020 Ford Explorer ST

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

2020 Ford Explorer ST

Steamboat Springs, CO

UnscoredInsufficient · 0
$34,45542,484 mi

Steamboat Springs, CO

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

Steamboat Springs, CO

Fair PriceRobust · 1052
$34,504Mileage not verified

Market: $26,019 – $39,524

Comparison: 1052 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 207 days listed (based on current market benchmarks)

Steamboat Springs, CO

2021 Ford Expedition Limited

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

2021 Ford Expedition Limited

Steamboat Springs, CO

UnscoredModerate · 44
$35,45569,913 mi

Comparison: 44 similar vehicles

Steamboat Springs, CO

2022 Ford Bronco 4-Door Outer Banks

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

2022 Ford Bronco 4-Door Outer Banks

Steamboat Springs, CO

Fair PriceLimited · 11
$36,95526,804 mi

Market: $37,480 – $39,878

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 88 days listed (based on current market benchmarks)

Steamboat Springs, CO

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Steamboat Springs, CO

Fair PriceRobust · 329
$36,958Mileage not verified

Market: $33,294 – $41,825

Comparison: 329 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Steamboat Springs, CO

2022 Ford Transit Van Base

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

2022 Ford Transit Van Base

Steamboat Springs, CO

UnscoredInsufficient · 0
$40,25548,193 mi

Steamboat Springs, CO

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

Steamboat Springs, CO

Fair PriceRobust · 78
$40,969Mileage not verified

Market: $35,592 – $45,925

Comparison: 78 similar vehicles

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

Steamboat Springs, CO

2020 Ford F-250 Super Duty XLT

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

2020 Ford F-250 Super Duty XLT

Steamboat Springs, CO

OverpricedModerate · 25
$41,45592,863 mi

Market: $27,299 – $35,575

Comparison: 25 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Steamboat Springs, CO

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

Steamboat Springs, CO

Fair PriceRobust · 479
$45,886Mileage not verified

Market: $40,528 – $69,557

Comparison: 479 similar vehicles

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

Steamboat Springs, CO

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

Steamboat Springs, CO

Fair PriceRobust · 622
$46,371Mileage not verified

Market: $40,062 – $99,598

Comparison: 622 similar vehicles

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

Steamboat Springs, CO

2025 Ford F-250 Super Duty XL

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

2025 Ford F-250 Super Duty XL

Steamboat Springs, CO

UnscoredInsufficient · 0
$52,9999,632 mi

Steamboat Springs, CO

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

Steamboat Springs, CO

Fair PriceRobust · 479
$53,895Mileage not verified

Market: $40,528 – $69,557

Comparison: 479 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Steamboat Springs, CO

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

Steamboat Springs, CO

Fair PriceRobust · 255
$55,103Mileage not verified

Market: $49,995 – $76,796

Comparison: 255 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 208 days listed (based on current market benchmarks)

Steamboat Springs, CO

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Steamboat Springs, CO

Fair PriceRobust · 213
$55,954Mileage not verified

Market: $50,074 – $69,425

Comparison: 213 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Steamboat Springs, CO

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Steamboat Springs, CO

Fair PriceRobust · 213
$56,848Mileage not verified

Market: $42,596 – $64,879

Comparison: 213 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Steamboat Springs, CO

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

Steamboat Springs, CO

Fair PriceModerate · 44
$56,899Mileage not verified

Market: $44,838 – $69,259

Comparison: 44 similar vehicles

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

Steamboat Springs, CO

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Steamboat Springs, CO

Fair PriceRobust · 213
$57,219Mileage not verified

Market: $50,074 – $69,425

Comparison: 213 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Steamboat Springs, CO

2026 Ford Bronco 4-Door Badlands

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

2026 Ford Bronco 4-Door Badlands

Steamboat Springs, CO

Fair PriceRobust · 422
$60,858Mileage not verified

Market: $46,999 – $75,153

Comparison: 422 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Steamboat Springs, CO

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Steamboat Springs, CO

Fair PriceRobust · 171
$62,534Mileage not verified

Market: $48,271 – $65,434

Comparison: 171 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Steamboat Springs, CO

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Steamboat Springs, CO

Fair PriceRobust · 171
$63,089Mileage not verified

Market: $48,271 – $65,434

Comparison: 171 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Steamboat Springs, CO

2027 Ford F-250 Super Duty XL

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

2027 Ford F-250 Super Duty XL

Steamboat Springs, CO

Fair PriceRobust · 194
$63,119Mileage not verified

Market: $54,424 – $78,910

Comparison: 194 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Steamboat Springs, CO

2026 Ford Bronco 4-Door Badlands

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

2026 Ford Bronco 4-Door Badlands

Steamboat Springs, CO

Fair PriceRobust · 423
$63,196Mileage not verified

Market: $46,999 – $75,153

Comparison: 423 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Steamboat Springs, CO

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

Steamboat Springs, CO

Fair PriceModerate · 44
$63,319Mileage not verified

Market: $44,838 – $69,259

Comparison: 44 similar vehicles

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

Steamboat Springs, CO

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

Steamboat Springs, CO

Fair PriceModerate · 44
$63,319Mileage not verified

Market: $44,838 – $69,259

Comparison: 44 similar vehicles

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

Steamboat Springs, CO

2027 Ford Transit Van Base

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

2027 Ford Transit Van Base

Steamboat Springs, CO

Fair PriceRobust · 573
$63,409Mileage not verified

Market: $52,087 – $74,610

Comparison: 573 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Steamboat Springs, CO

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

Steamboat Springs, CO

Fair PriceRobust · 451
$64,033Mileage not verified

Market: $44,838 – $90,997

Comparison: 451 similar vehicles

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

Steamboat Springs, CO

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Steamboat Springs, CO

Fair PriceRobust · 814
$64,610Mileage not verified

Market: $55,470 – $142,999

Comparison: 814 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Steamboat Springs, CO

2027 Ford Transit Van Base

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

2027 Ford Transit Van Base

Steamboat Springs, CO

Fair PriceRobust · 441
$66,609Mileage not verified

Market: $49,099 – $74,215

Comparison: 441 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Steamboat Springs, CO

2027 Ford Transit Van Base

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

2027 Ford Transit Van Base

Steamboat Springs, CO

Fair PriceRobust · 441
$67,089Mileage not verified

Market: $49,099 – $74,215

Comparison: 441 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Steamboat Springs, CO

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Steamboat Springs, CO

Fair PriceRobust · 814
$69,029Mileage not verified

Market: $55,470 – $142,999

Comparison: 814 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Steamboat Springs, CO

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Steamboat Springs, CO

Fair PriceRobust · 814
$70,190Mileage not verified

Market: $55,470 – $142,999

Comparison: 814 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Steamboat Springs, CO

2024 Ford F-150 Raptor

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

2024 Ford F-150 Raptor

Steamboat Springs, CO

Great DealModerate · 22
$72,99929,868 mi

Market: $109,203 – $149,899

Comparison: 22 similar vehicles

Competitively priced ~33% below the typical range compared to similar vehicles · 84 days listed (based on current market benchmarks)

Steamboat Springs, CO

2026 Ford Transit Passenger Van XL

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

2026 Ford Transit Passenger Van XL

Steamboat Springs, CO

Fair PriceModerate · 20
$75,075200 mi

Market: $64,300 – $75,894

Comparison: 20 similar vehicles

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

Steamboat Springs, CO

2026 Ford Expedition Active

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

2026 Ford Expedition Active

Steamboat Springs, CO

OverpricedRobust · 54
$75,620200 mi

Market: $67,194 – $75,399

Comparison: 54 similar vehicles

Steamboat Springs, CO

2027 Ford Transit Passenger Van XLT

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

2027 Ford Transit Passenger Van XLT

Steamboat Springs, CO

Fair PriceModerate · 32
$77,479Mileage not verified

Market: $74,698 – $78,629

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Steamboat Springs, CO

2027 Ford F-350 Super Duty XL

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

2027 Ford F-350 Super Duty XL

Steamboat Springs, CO

OverpricedRobust · 66
$80,439Mileage not verified

Market: $50,905 – $80,010

Comparison: 66 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Steamboat Springs, CO

2027 Ford Expedition Active

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

2027 Ford Expedition Active

Steamboat Springs, CO

OverpricedLimited · 12
$80,704Mileage not verified

Market: $71,422 – $79,705

Comparison: 12 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Steamboat Springs, CO

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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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