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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 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

75 listings found

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Brush, CO

Fair PriceModerate · 31
$16,77163,593 mi

Market: $8,900 – $18,203

Comparison: 31 similar vehicles

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

Brush, CO

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Brush, CO

Unscored
$20,52652,006 mi

Comparison: 7 similar vehicles

Brush, CO

2016 Ford F-350 Super Duty Lariat

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

2016 Ford F-350 Super Duty Lariat

Brush, CO

Unscored
$28,654177,725 mi

Comparison: 27 similar vehicles

Brush, CO

2023 Ford F-150 XLT

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

2023 Ford F-150 XLT

Brush, CO

Fair PriceLimited · 10
$31,54199,547 mi

Market: $27,979 – $34,200

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Brush, 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

Brush, CO

Unscored
$31,889Mileage not verified

Comparison: 7 similar vehicles

Brush, CO

2021 Ford Bronco 4-Door Outer Banks

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

2021 Ford Bronco 4-Door Outer Banks

Brush, CO

UnscoredInsufficient · 0
$32,77684,850 mi

Brush, CO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Brush, CO

UnscoredInsufficient · 4
$33,944Mileage not verified

Comparison: 4 similar vehicles

Brush, CO

2024 Ford F-150 STX

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

2024 Ford F-150 STX

Brush, CO

UnscoredInsufficient · 0
$35,29154,133 mi

Brush, CO

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Brush, CO

Fair PriceLimited · 14
$35,523Mileage not verified

Market: $30,904 – $49,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Brush, CO

2023 Ford F-250 Super Duty XL

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

2023 Ford F-250 Super Duty XL

Brush, CO

UnscoredInsufficient · 0
$35,55158,529 mi

Brush, CO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Brush, CO

UnscoredInsufficient · 4
$36,754Mileage not verified

Comparison: 4 similar vehicles

Brush, CO

2023 Ford F-250 Super Duty XL

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

2023 Ford F-250 Super Duty XL

Brush, CO

UnscoredInsufficient · 4
$37,29191,569 mi

Comparison: 4 similar vehicles

Brush, CO

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Brush, CO

Fair PriceLimited · 15
$37,939Mileage not verified

Market: $30,904 – $49,990

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Brush, 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

Brush, CO

Fair PriceRobust · 346
$38,026Mileage not verified

Market: $33,593 – $46,099

Comparison: 346 similar vehicles

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

Brush, CO

2026 Ford Ranger XL

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

2026 Ford Ranger XL

Brush, CO

Fair PriceRobust · 338
$38,219Mileage not verified

Market: $33,294 – $42,100

Comparison: 338 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Brush, CO

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

Brush, CO

UnscoredInsufficient · 4
$38,999Mileage not verified

Comparison: 4 similar vehicles

Brush, CO

2026 Ford Maverick Lobo Premium

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

2026 Ford Maverick Lobo Premium

Brush, CO

Unscored
$39,784Mileage not verified

Comparison: 5 similar vehicles

Brush, CO

2023 Ford F-150 Platinum

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

2023 Ford F-150 Platinum

Brush, CO

Great DealModerate · 37
$40,78184,750 mi

Market: $43,527 – $48,990

Comparison: 37 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 67 days listed (based on current market benchmarks)

Brush, CO

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Brush, CO

Unscored
$41,354Mileage not verified

Comparison: 6 similar vehicles

Brush, 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

Brush, CO

Fair PriceRobust · 600
$42,393Mileage not verified

Market: $40,062 – $99,997

Comparison: 600 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Brush, 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

Brush, CO

Great DealLimited · 10
$43,474Mileage not verified

Market: $46,869 – $61,284

Comparison: 10 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 114 days listed (based on current market benchmarks)

Brush, CO

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Brush, CO

Unscored
$46,034Mileage not verified

Comparison: 5 similar vehicles

Brush, CO

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Brush, CO

OverpricedRobust · 126
$46,339Mileage not verified

Market: $35,317 – $45,739

Comparison: 126 similar vehicles

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

Brush, CO

2026 Ford Explorer ST-LINE

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

2026 Ford Explorer ST-LINE

Brush, CO

Fair PriceRobust · 84
$47,271Mileage not verified

Market: $39,480 – $54,405

Comparison: 84 similar vehicles

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

Brush, CO

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Brush, CO

UnscoredInsufficient · 3
$47,914Mileage not verified

Comparison: 3 similar vehicles

Brush, CO

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Brush, CO

Great DealRobust · 138
$48,271Mileage not verified

Market: $50,010 – $65,434

Comparison: 138 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 70 days listed (based on current market benchmarks)

Brush, CO

2026 Ford Explorer ST-LINE

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

2026 Ford Explorer ST-LINE

Brush, CO

Fair PriceRobust · 83
$49,309Mileage not verified

Market: $39,480 – $54,405

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Brush, CO

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

Brush, CO

Unscored
$50,109Mileage not verified

Comparison: 9 similar vehicles

Brush, CO

2022 Ford F-350 Super Duty Lariat

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

2022 Ford F-350 Super Duty Lariat

Brush, CO

Fair PriceRobust · 77
$52,14993,659 mi

Market: $44,294 – $61,732

Comparison: 77 similar vehicles

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

Brush, 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

Brush, CO

Fair PriceRobust · 215
$52,513Mileage not verified

Market: $49,995 – $74,796

Comparison: 215 similar vehicles

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

Brush, CO

2025 Ford Bronco 4-Door Badlands

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

2025 Ford Bronco 4-Door Badlands

Brush, CO

Fair PriceLimited · 18
$52,939Mileage not verified

Market: $53,934 – $67,499

Comparison: 18 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 150 days listed (based on current market benchmarks)

Brush, CO

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Brush, CO

Fair PriceModerate · 31
$53,574Mileage not verified

Market: $53,719 – $74,299

Comparison: 31 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 17 days listed (based on current market benchmarks)

Brush, CO

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Brush, CO

Fair PriceModerate · 30
$53,719Mileage not verified

Market: $53,574 – $74,299

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Brush, CO

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Brush, CO

Unscored
$54,271328 mi

Comparison: 7 similar vehicles

Brush, CO

2025 Ford Bronco 4-Door Outer Banks

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

2025 Ford Bronco 4-Door Outer Banks

Brush, CO

Fair PriceLimited · 12
$55,984Mileage not verified

Market: $49,539 – $60,633

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 403 days listed (based on current market benchmarks)

Brush, CO

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Brush, CO

Fair PriceModerate · 31
$56,189Mileage not verified

Market: $53,574 – $74,299

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Brush, CO

2020 Ford F-350 Super Duty Platinum

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

2020 Ford F-350 Super Duty Platinum

Brush, CO

UnscoredInsufficient · 0
$56,84972,703 mi

Brush, CO

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Brush, CO

Unscored
$57,271Mileage not verified

Comparison: 7 similar vehicles

Brush, CO

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Brush, CO

Fair PriceModerate · 30
$57,289Mileage not verified

Market: $53,574 – $74,299

Comparison: 30 similar vehicles

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

Brush, CO

2027 Ford F-250 Super Duty XLT

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

2027 Ford F-250 Super Duty XLT

Brush, CO

Fair PriceRobust · 169
$57,304Mileage not verified

Market: $55,193 – $88,349

Comparison: 169 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Brush, CO

2026 Ford Explorer Tremor

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

2026 Ford Explorer Tremor

Brush, CO

Unscored
$57,309Mileage not verified

Comparison: 6 similar vehicles

Brush, 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

Brush, CO

Fair PriceRobust · 380
$58,618Mileage not verified

Market: $46,999 – $75,153

Comparison: 380 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Brush, CO

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Brush, CO

Fair PriceModerate · 30
$58,944Mileage not verified

Market: $53,574 – $74,299

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Brush, CO

2025 Ford Bronco 4-Door Outer Banks

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

2025 Ford Bronco 4-Door Outer Banks

Brush, CO

Fair PriceLimited · 12
$58,989Mileage not verified

Market: $49,539 – $60,633

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 351 days listed (based on current market benchmarks)

Brush, CO

2027 Ford F-150 XLT

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

2027 Ford F-150 XLT

Brush, CO

Fair PriceModerate · 38
$59,794Mileage not verified

Market: $58,339 – $69,864

Comparison: 38 similar vehicles

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

Brush, CO

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Brush, CO

Fair PriceModerate · 30
$60,264Mileage not verified

Market: $53,574 – $74,299

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Brush, CO

2026 Ford F-150 XLT

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

2026 Ford F-150 XLT

Brush, CO

Fair PriceModerate · 31
$61,034Mileage not verified

Market: $53,574 – $74,299

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 106 days listed (based on current market benchmarks)

Brush, CO

2026 Ford F-250 Super Duty XLT

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

2026 Ford F-250 Super Duty XLT

Brush, CO

UnscoredInsufficient · 4
$61,129Mileage not verified

Comparison: 4 similar vehicles

Brush, CO

2026 Ford Ranger Raptor

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

2026 Ford Ranger Raptor

Brush, CO

Fair PriceModerate · 38
$61,319Mileage not verified

Market: $60,563 – $72,068

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Brush, 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

Brush, CO

Fair PriceLimited · 14
$63,049Mileage not verified

Market: $56,949 – $78,579

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Brush, 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.
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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