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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

60 listings found

2004 Ford Focus SE

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

2004 Ford Focus SE

Ellensburg, WA

UnscoredInsufficient · 0
$1,490127,770 mi

Ellensburg, WA

2002 Ford Explorer Sport Trac Value

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

2002 Ford Explorer Sport Trac Value

Ellensburg, WA

UnscoredInsufficient · 3
$3,490210,310 mi

Comparison: 3 similar vehicles

Ellensburg, WA

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Ellensburg, WA

UnscoredInsufficient · 0
$4,990122,542 mi

Ellensburg, WA

2009 Ford Escape Limited

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

2009 Ford Escape Limited

Ellensburg, WA

UnscoredInsufficient · 0
$5,79076,406 mi

Ellensburg, WA

2014 Ford Focus SE

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

2014 Ford Focus SE

Ellensburg, WA

Fair PriceModerate · 46
$7,49989,616 mi

Market: $3,900 – $9,998

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Ellensburg, WA

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

Ellensburg, WA

UnscoredRobust · 185
$10,490208,120 mi

Comparison: 185 similar vehicles

Ellensburg, WA

2010 Ford F-150 Platinum

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

2010 Ford F-150 Platinum

Ellensburg, WA

UnscoredInsufficient · 0
$14,499158,365 mi

Ellensburg, WA

2001 Ford F-350 Super Duty XLT

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

2001 Ford F-350 Super Duty XLT

Ellensburg, WA

UnscoredInsufficient · 0
$14,990249,031 mi

Ellensburg, WA

2020 Ford Escape Titanium

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

2020 Ford Escape Titanium

Ellensburg, WA

Fair PriceModerate · 33
$15,499109,145 mi

Market: $10,213 – $20,998

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Ellensburg, WA

2017 Ford Explorer Platinum

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

2017 Ford Explorer Platinum

Ellensburg, WA

UnscoredLimited · 6
$20,35483,559 mi

Comparison: 6 similar vehicles

Ellensburg, WA

2024 Ford Escape Active

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

2024 Ford Escape Active

Ellensburg, WA

Fair PriceLimited · 19
$20,49948,134 mi

Market: $17,199 – $20,990

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Ellensburg, WA

2025 Ford Escape Active

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

2025 Ford Escape Active

Ellensburg, WA

Fair PriceModerate · 38
$21,49938,881 mi

Market: $16,889 – $26,999

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Ellensburg, WA

2025 Ford Escape Active

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

2025 Ford Escape Active

Ellensburg, WA

Fair PriceModerate · 26
$21,49940,501 mi

Market: $18,703 – $23,152

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Ellensburg, WA

2025 Ford Escape Active

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

2025 Ford Escape Active

Ellensburg, WA

Fair PriceModerate · 38
$21,49936,760 mi

Market: $16,889 – $26,999

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Ellensburg, WA

2025 Ford Escape Active

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

2025 Ford Escape Active

Ellensburg, WA

Fair PriceModerate · 38
$21,49939,991 mi

Market: $16,889 – $26,999

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Ellensburg, WA

2023 Ford Escape Active

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

2023 Ford Escape Active

Ellensburg, WA

UnscoredLimited · 6
$23,99424,633 mi

Comparison: 6 similar vehicles

Ellensburg, WA

2022 Ford Maverick XL

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

2022 Ford Maverick XL

Ellensburg, WA

UnscoredLimited · 5
$24,99940,542 mi

Comparison: 5 similar vehicles

Ellensburg, WA

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Ellensburg, WA

OverpricedLimited · 19
$25,95054,010 mi

Market: $19,173 – $23,700

Comparison: 19 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Ellensburg, WA

2016 Ford F-150 Platinum

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

2016 Ford F-150 Platinum

Ellensburg, WA

Fair PriceLimited · 18
$26,99996,288 mi

Market: $17,852 – $29,463

Comparison: 18 similar vehicles

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

Ellensburg, WA

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Ellensburg, WA

UnscoredLimited · 9
$27,49940,571 mi

Comparison: 9 similar vehicles

Ellensburg, WA

2022 Ford Explorer Limited

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

2022 Ford Explorer Limited

Ellensburg, WA

UnscoredInsufficient · 0
$27,99969,644 mi

Ellensburg, WA

2025 Ford Bronco Sport Outer Banks

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

2025 Ford Bronco Sport Outer Banks

Ellensburg, WA

Fair PriceLimited · 12
$28,49921,564 mi

Market: $28,188 – $28,688

Comparison: 12 similar vehicles

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

Ellensburg, WA

2020 Ford Expedition Limited

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

2020 Ford Expedition Limited

Ellensburg, WA

OverpricedModerate · 43
$30,27881,258 mi

Market: $19,567 – $28,240

Comparison: 43 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Ellensburg, WA

2021 Ford F-150 XLT

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

2021 Ford F-150 XLT

Ellensburg, WA

OverpricedLimited · 13
$34,49974,280 mi

Market: $22,499 – $33,188

Comparison: 13 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Ellensburg, WA

2025 Ford Bronco Sport Heritage

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

2025 Ford Bronco Sport Heritage

Ellensburg, WA

Fair PriceRobust · 51
$35,900Mileage not verified

Market: $27,214 – $39,515

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 460 days listed (based on current market benchmarks)

Ellensburg, WA

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

Ellensburg, WA

UnscoredLimited · 6
$35,976Mileage not verified

Comparison: 6 similar vehicles

Ellensburg, WA

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

Ellensburg, WA

Fair PriceRobust · 66
$37,456Mileage not verified

Market: $32,995 – $40,290

Comparison: 66 similar vehicles

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

Ellensburg, WA

2022 Ford Expedition XLT

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

2022 Ford Expedition XLT

Ellensburg, WA

UnscoredLimited · 8
$38,79978,449 mi

Comparison: 8 similar vehicles

Ellensburg, WA

2025 Ford Bronco Sport Outer Banks

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

2025 Ford Bronco Sport Outer Banks

Ellensburg, WA

UnscoredLimited · 7
$39,999Mileage not verified

Comparison: 7 similar vehicles

Ellensburg, WA

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

Ellensburg, WA

UnscoredInsufficient · 4
$40,39951,461 mi

Comparison: 4 similar vehicles

Ellensburg, WA

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

Ellensburg, WA

UnscoredLimited · 5
$40,72125,191 mi

Comparison: 5 similar vehicles

Ellensburg, WA

2024 Ford F-150 XLT

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

2024 Ford F-150 XLT

Ellensburg, WA

Fair PriceRobust · 91
$43,69925,254 mi

Market: $37,771 – $48,188

Comparison: 91 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 280 days listed (based on current market benchmarks)

Ellensburg, WA

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Ellensburg, WA

UnscoredInsufficient · 4
$43,835Mileage not verified

Comparison: 4 similar vehicles

Ellensburg, WA

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Ellensburg, WA

UnscoredInsufficient · 4
$44,940Mileage not verified

Comparison: 4 similar vehicles

Ellensburg, WA

2021 Ford F-150 Lariat

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

2021 Ford F-150 Lariat

Ellensburg, WA

OverpricedLimited · 14
$45,49950,641 mi

Market: $38,199 – $42,248

Comparison: 14 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Ellensburg, WA

2023 Ford Expedition Limited

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

2023 Ford Expedition Limited

Ellensburg, WA

Fair PriceLimited · 10
$46,99970,989 mi

Market: $38,799 – $47,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Ellensburg, WA

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Ellensburg, WA

Fair PriceModerate · 34
$53,9993,316 mi

Market: $49,499 – $57,999

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Ellensburg, WA

2021 Ford F-250 Super Duty Platinum

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

2021 Ford F-250 Super Duty Platinum

Ellensburg, WA

UnscoredInsufficient · 0
$56,52693,183 mi

Ellensburg, WA

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Ellensburg, WA

Fair PriceRobust · 118
$57,706Mileage not verified

Market: $51,611 – $74,026

Comparison: 118 similar vehicles

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

Ellensburg, WA

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Ellensburg, WA

Fair PriceRobust · 201
$57,990Mileage not verified

Market: $50,388 – $67,335

Comparison: 201 similar vehicles

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

Ellensburg, WA

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

Ellensburg, WA

Fair PriceLimited · 12
$58,999Mileage not verified

Market: $50,774 – $74,925

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Ellensburg, WA

2021 Ford F-250 Super Duty Lariat

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

2021 Ford F-250 Super Duty Lariat

Ellensburg, WA

UnscoredLimited · 6
$60,99953,500 mi

Comparison: 6 similar vehicles

Ellensburg, WA

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

Ellensburg, WA

Fair PriceRobust · 137
$61,350Mileage not verified

Market: $49,335 – $79,838

Comparison: 137 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Ellensburg, WA

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Ellensburg, WA

Fair PriceRobust · 201
$62,499Mileage not verified

Market: $50,388 – $67,335

Comparison: 201 similar vehicles

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

Ellensburg, WA

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

Ellensburg, WA

Fair PriceLimited · 12
$62,999344 mi

Market: $50,774 – $74,925

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Ellensburg, WA

2024 Ford F-350 Super Duty Platinum

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

2024 Ford F-350 Super Duty Platinum

Ellensburg, WA

UnscoredInsufficient · 3
$63,69095,655 mi

Comparison: 3 similar vehicles

Ellensburg, WA

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

Ellensburg, WA

Fair PriceLimited · 12
$64,990Mileage not verified

Market: $50,774 – $74,925

Comparison: 12 similar vehicles

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

Ellensburg, WA

2026 Ford F-350 Super Duty Lariat

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

2026 Ford F-350 Super Duty Lariat

Ellensburg, WA

Great DealLimited · 13
$66,3307,979 mi

Market: $75,473 – $99,191

Comparison: 13 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 38 days listed (based on current market benchmarks)

Ellensburg, WA

2026 Ford Transit Van Base

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

2026 Ford Transit Van Base

Ellensburg, WA

UnscoredInsufficient · 3
$66,475Mileage not verified

Comparison: 3 similar vehicles

Ellensburg, WA

2026 Ford F-150 Tremor

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

2026 Ford F-150 Tremor

Ellensburg, WA

Fair PriceRobust · 148
$68,999Mileage not verified

Market: $63,186 – $81,920

Comparison: 148 similar vehicles

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

Ellensburg, WA

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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