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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

37 listings found

2018 Ford Focus Titanium

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

2018 Ford Focus Titanium

Blakely, PA

UnscoredLimited · 7
$9,99596,544 mi

Comparison: 7 similar vehicles

Blakely, PA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Blakely, PA

UnscoredInsufficient · 3
$9,999126,815 mi

Comparison: 3 similar vehicles

Blakely, PA

2019 Ford Ecosport SES

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

2019 Ford Ecosport SES

Blakely, PA

Fair PriceLimited · 12
$11,59592,463 mi

Market: $10,999 – $13,499

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Blakely, PA

2022 Ford Escape SE

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

2022 Ford Escape SE

Blakely, PA

UnscoredLimited · 5
$16,69586,500 mi

Comparison: 5 similar vehicles

Blakely, PA

2022 Ford EcoSport SE

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

2022 Ford EcoSport SE

Blakely, PA

UnscoredInsufficient · 3
$16,98567,185 mi

Comparison: 3 similar vehicles

Blakely, PA

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Blakely, PA

Great DealModerate · 36
$17,99553,900 mi

Market: $19,743 – $21,998

Comparison: 36 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 31 days listed (based on current market benchmarks)

Blakely, PA

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Blakely, PA

UnscoredInsufficient · 4
$17,995109,987 mi

Comparison: 4 similar vehicles

Blakely, PA

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

Blakely, PA

Fair PriceRobust · 127
$18,98060,629 mi

Market: $10,525 – $21,895

Comparison: 127 similar vehicles

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

Blakely, PA

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Blakely, PA

Fair PriceLimited · 13
$20,49655,711 mi

Market: $19,288 – $25,417

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 129 days listed (based on current market benchmarks)

Blakely, PA

2024 Ford Maverick XL

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

2024 Ford Maverick XL

Blakely, PA

Great DealLimited · 16
$21,94343,768 mi

Market: $24,975 – $25,590

Comparison: 16 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 63 days listed (based on current market benchmarks)

Blakely, PA

2019 Ford Ranger XL

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

2019 Ford Ranger XL

Blakely, PA

OverpricedModerate · 43
$22,36666,075 mi

Market: $11,995 – $21,395

Comparison: 43 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Blakely, PA

2023 Ford Escape Active

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

2023 Ford Escape Active

Blakely, PA

UnscoredLimited · 7
$22,86417,501 mi

Comparison: 7 similar vehicles

Blakely, PA

2025 Ford Escape ST-Line Select

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

2025 Ford Escape ST-Line Select

Blakely, PA

UnscoredInsufficient · 3
$22,98029,806 mi

Comparison: 3 similar vehicles

Blakely, PA

2021 Ford Mustang Mach-E Premium AWD

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

2021 Ford Mustang Mach-E Premium AWD

Blakely, PA

UnscoredInsufficient · 0
$23,43434,290 mi

Blakely, PA

2025 Ford Escape Active

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

2025 Ford Escape Active

Blakely, PA

Fair PriceLimited · 13
$23,92525,709 mi

Market: $19,174 – $25,417

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 117 days listed (based on current market benchmarks)

Blakely, PA

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

Blakely, PA

UnscoredLimited · 8
$24,45822,530 mi

Comparison: 8 similar vehicles

Blakely, PA

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Blakely, PA

UnscoredLimited · 7
$24,92626,021 mi

Comparison: 7 similar vehicles

Blakely, PA

2025 Ford Escape Platinum

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

2025 Ford Escape Platinum

Blakely, PA

Fair PriceModerate · 34
$27,91414,659 mi

Market: $24,574 – $33,238

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Blakely, PA

2022 Ford Explorer TIMBERLINE

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

2022 Ford Explorer TIMBERLINE

Blakely, PA

Fair PriceModerate · 49
$28,36047,789 mi

Market: $25,865 – $31,746

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Blakely, PA

2025 Ford Transit Van Base

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

2025 Ford Transit Van Base

Blakely, PA

Fair PriceModerate · 31
$30,80011,243 mi

Market: $29,995 – $48,995

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Blakely, PA

2025 Ford Transit Van Base

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

2025 Ford Transit Van Base

Blakely, PA

Fair PriceModerate · 31
$31,84013,997 mi

Market: $29,995 – $48,995

Comparison: 31 similar vehicles

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

Blakely, PA

2025 Ford Transit Van Base

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

2025 Ford Transit Van Base

Blakely, PA

Fair PriceModerate · 24
$31,9007,962 mi

Market: $32,249 – $50,975

Comparison: 24 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 104 days listed (based on current market benchmarks)

Blakely, PA

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

Blakely, PA

Fair PriceLimited · 12
$33,99056,127 mi

Market: $32,293 – $38,417

Comparison: 12 similar vehicles

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

Blakely, PA

2023 Ford Bronco 4-Door Big Bend

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

2023 Ford Bronco 4-Door Big Bend

Blakely, PA

UnscoredLimited · 8
$35,52929,600 mi

Comparison: 8 similar vehicles

Blakely, PA

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

Blakely, PA

UnscoredLimited · 6
$36,59060,924 mi

Comparison: 6 similar vehicles

Blakely, PA

2025 Ford Explorer ST-LINE

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

2025 Ford Explorer ST-LINE

Blakely, PA

Fair PriceRobust · 119
$36,86716,095 mi

Market: $35,092 – $43,995

Comparison: 119 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Blakely, PA

2023 Ford Bronco 4-Door Big Bend

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

2023 Ford Bronco 4-Door Big Bend

Blakely, PA

UnscoredLimited · 8
$37,92323,568 mi

Comparison: 8 similar vehicles

Blakely, PA

2025 Ford F-150 XLT

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

2025 Ford F-150 XLT

Blakely, PA

Fair PriceLimited · 11
$39,92929,396 mi

Market: $38,084 – $58,417

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Blakely, PA

2022 Ford F-250 Super Duty XLT

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

2022 Ford F-250 Super Duty XLT

Blakely, PA

Fair PriceRobust · 114
$39,96060,847 mi

Market: $22,500 – $46,693

Comparison: 114 similar vehicles

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

Blakely, PA

2022 Ford Expedition XLT

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

2022 Ford Expedition XLT

Blakely, PA

UnscoredLimited · 5
$39,98565,118 mi

Comparison: 5 similar vehicles

Blakely, PA

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

Blakely, PA

UnscoredLimited · 5
$42,1956,188 mi

Comparison: 5 similar vehicles

Blakely, PA

2025 Ford Explorer ST

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

2025 Ford Explorer ST

Blakely, PA

UnscoredLimited · 13
$42,54242,000 mi

Comparison: 13 similar vehicles

Blakely, PA

2024 Ford F-150 Lightning XLT

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

2024 Ford F-150 Lightning XLT

Blakely, PA

UnscoredInsufficient · 4
$43,41919,000 mi

Comparison: 4 similar vehicles

Blakely, PA

2024 Ford F-350 Super Duty XLT

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

2024 Ford F-350 Super Duty XLT

Blakely, PA

UnscoredLimited · 9
$45,91717,222 mi

Comparison: 9 similar vehicles

Blakely, PA

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

Blakely, PA

Fair PriceRobust · 126
$46,51616,476 mi

Market: $42,849 – $48,163

Comparison: 126 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Blakely, PA

2023 Ford F-150 Lariat

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

2023 Ford F-150 Lariat

Blakely, PA

UnscoredLimited · 9
$49,85032,771 mi

Comparison: 9 similar vehicles

Blakely, PA

2023 Ford F-350 Super Duty XL

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

2023 Ford F-350 Super Duty XL

Blakely, PA

UnscoredInsufficient · 0
$53,53535,501 mi

Blakely, PA

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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