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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

90 listings found

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Hemlock, MI

Unscored
$3,195199,800 mi

Comparison: 24 similar vehicles

Hemlock, MI

2012 Ford F-150 Lariat

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

2012 Ford F-150 Lariat

Hemlock, MI

Unscored
$6,195215,185 mi

Comparison: 12 similar vehicles

Hemlock, MI

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Hemlock, MI

Unscored
$8,195158,285 mi

Comparison: 25 similar vehicles

Hemlock, MI

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Hemlock, MI

Fair PriceLimited · 16
$15,19577,000 mi

Market: $5,995 – $15,215

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Hemlock, MI

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

Hemlock, MI

Unscored
$20,195150,311 mi

Comparison: 37 similar vehicles

Hemlock, MI

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Hemlock, MI

Unscored
$22,19568,946 mi

Comparison: 28 similar vehicles

Hemlock, MI

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Hemlock, MI

Unscored
$22,19573,433 mi

Comparison: 28 similar vehicles

Hemlock, MI

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Hemlock, MI

Fair PriceModerate · 24
$25,19535,263 mi

Market: $23,412 – $26,174

Comparison: 24 similar vehicles

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

Hemlock, MI

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Hemlock, MI

OverpricedLimited · 11
$25,19530,921 mi

Market: $20,500 – $24,585

Comparison: 11 similar vehicles

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

Hemlock, MI

2016 Ford F-250 Super Duty Lariat

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

2016 Ford F-250 Super Duty Lariat

Hemlock, MI

Unscored
$25,695163,236 mi

Comparison: 6 similar vehicles

Hemlock, MI

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Hemlock, MI

Fair PriceModerate · 35
$26,19526,967 mi

Market: $24,500 – $27,900

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 248 days listed (based on current market benchmarks)

Hemlock, MI

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Hemlock, MI

Fair PriceModerate · 21
$27,19550,755 mi

Market: $24,900 – $29,814

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 206 days listed (based on current market benchmarks)

Hemlock, MI

2023 Ford Bronco Sport Outer Banks

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

2023 Ford Bronco Sport Outer Banks

Hemlock, MI

Fair PriceModerate · 32
$27,19526,453 mi

Market: $25,366 – $32,187

Comparison: 32 similar vehicles

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

Hemlock, MI

2019 Ford F-250 Super Duty XLT

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

2019 Ford F-250 Super Duty XLT

Hemlock, MI

UnscoredInsufficient · 3
$27,195214,216 mi

Comparison: 3 similar vehicles

Hemlock, MI

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Hemlock, MI

Fair PriceRobust · 50
$27,19582,369 mi

Market: $11,995 – $37,900

Comparison: 50 similar vehicles

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

Hemlock, MI

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Hemlock, MI

Fair PriceRobust · 50
$27,19570,222 mi

Market: $11,995 – $37,900

Comparison: 50 similar vehicles

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

Hemlock, MI

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Hemlock, MI

UnscoredInsufficient · 3
$27,9954,553 mi

Comparison: 3 similar vehicles

Hemlock, MI

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Hemlock, MI

UnscoredInsufficient · 3
$29,1959,560 mi

Comparison: 3 similar vehicles

Hemlock, MI

2020 Ford Expedition Platinum

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

2020 Ford Expedition Platinum

Hemlock, MI

Unscored
$29,195128,197 mi

Comparison: 27 similar vehicles

Hemlock, MI

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

Hemlock, MI

Fair PriceModerate · 37
$29,89566,157 mi

Market: $17,759 – $32,195

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 502 days listed (based on current market benchmarks)

Hemlock, MI

2023 Ford F-150 XL

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

2023 Ford F-150 XL

Hemlock, MI

Fair PriceLimited · 11
$30,19579,929 mi

Market: $25,300 – $33,814

Comparison: 11 similar vehicles

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

Hemlock, MI

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

Hemlock, MI

OverpricedLimited · 17
$30,19583,709 mi

Market: $11,995 – $27,303

Comparison: 17 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Hemlock, MI

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Hemlock, MI

UnscoredInsufficient · 3
$31,445Mileage not verified

Comparison: 3 similar vehicles

Hemlock, MI

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

Hemlock, MI

OverpricedModerate · 37
$32,19569,640 mi

Market: $17,759 – $31,769

Comparison: 37 similar vehicles

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

Hemlock, MI

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Hemlock, MI

UnscoredInsufficient · 3
$33,205Mileage not verified

Comparison: 3 similar vehicles

Hemlock, MI

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

Hemlock, MI

UnscoredInsufficient · 4
$34,00025,504 mi

Comparison: 4 similar vehicles

Hemlock, MI

2026 Ford Bronco Sport Heritage

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

2026 Ford Bronco Sport Heritage

Hemlock, MI

Fair PriceModerate · 23
$34,869Mileage not verified

Market: $33,112 – $40,678

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 242 days listed (based on current market benchmarks)

Hemlock, MI

2022 Ford F-150 XLT

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

2022 Ford F-150 XLT

Hemlock, MI

UnscoredInsufficient · 4
$36,19559,070 mi

Comparison: 4 similar vehicles

Hemlock, MI

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

Hemlock, MI

Fair PriceModerate · 26
$36,99549,762 mi

Market: $29,753 – $46,195

Comparison: 26 similar vehicles

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

Hemlock, MI

2023 Ford Bronco 2-Door Outer Banks

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

2023 Ford Bronco 2-Door Outer Banks

Hemlock, MI

UnscoredInsufficient · 4
$37,19526,406 mi

Comparison: 4 similar vehicles

Hemlock, MI

2023 Ford Expedition Limited

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

2023 Ford Expedition Limited

Hemlock, MI

Unscored
$37,19590,188 mi

Comparison: 11 similar vehicles

Hemlock, MI

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

Hemlock, MI

Fair PriceModerate · 26
$37,19545,305 mi

Market: $29,753 – $46,195

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 170 days listed (based on current market benchmarks)

Hemlock, MI

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

Hemlock, MI

Fair PriceLimited · 18
$38,19520,377 mi

Market: $21,168 – $41,814

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 277 days listed (based on current market benchmarks)

Hemlock, MI

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

Hemlock, MI

Fair PriceModerate · 22
$38,19531,299 mi

Market: $32,800 – $43,900

Comparison: 22 similar vehicles

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

Hemlock, MI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Hemlock, MI

Fair PriceModerate · 22
$38,205Mileage not verified

Market: $35,410 – $39,985

Comparison: 22 similar vehicles

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

Hemlock, MI

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

Hemlock, MI

Unscored
$38,69548,725 mi

Comparison: 7 similar vehicles

Hemlock, MI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Hemlock, MI

Fair PriceModerate · 22
$38,730Mileage not verified

Market: $35,410 – $39,985

Comparison: 22 similar vehicles

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

Hemlock, MI

2019 Ford F-250 Super Duty XLT

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

2019 Ford F-250 Super Duty XLT

Hemlock, MI

UnscoredInsufficient · 3
$38,89567,657 mi

Comparison: 3 similar vehicles

Hemlock, MI

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

Hemlock, MI

UnscoredInsufficient · 0
$39,1951,100 mi

Hemlock, MI

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

Hemlock, MI

Fair PriceModerate · 22
$39,19537,975 mi

Market: $32,800 – $43,900

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Hemlock, MI

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

Hemlock, MI

Unscored
$39,805Mileage not verified

Comparison: 6 similar vehicles

Hemlock, MI

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

Hemlock, MI

UnscoredInsufficient · 3
$39,89516,487 mi

Comparison: 3 similar vehicles

Hemlock, MI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Hemlock, MI

OverpricedModerate · 22
$39,985Mileage not verified

Market: $35,410 – $38,730

Comparison: 22 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Hemlock, MI

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

Hemlock, MI

Fair PriceLimited · 14
$40,19518,250 mi

Market: $40,800 – $48,975

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 149 days listed (based on current market benchmarks)

Hemlock, MI

2026 Ford Maverick Lariat

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

2026 Ford Maverick Lariat

Hemlock, MI

UnscoredInsufficient · 4
$40,862Mileage not verified

Comparison: 4 similar vehicles

Hemlock, MI

2026 Ford Ranger XLT

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

2026 Ford Ranger XLT

Hemlock, MI

Unscored
$41,287Mileage not verified

Comparison: 7 similar vehicles

Hemlock, MI

2026 Ford Bronco 2-Door Base

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

2026 Ford Bronco 2-Door Base

Hemlock, MI

Unscored
$43,010Mileage not verified

Comparison: 5 similar vehicles

Hemlock, MI

2025 Ford Ranger XLT

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

2025 Ford Ranger XLT

Hemlock, MI

UnscoredInsufficient · 3
$43,1957,280 mi

Comparison: 3 similar vehicles

Hemlock, MI

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

Hemlock, MI

Fair PriceModerate · 22
$43,69539,611 mi

Market: $32,800 – $43,900

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 170 days listed (based on current market benchmarks)

Hemlock, MI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Hemlock, MI

Fair PriceRobust · 68
$44,958Mileage not verified

Market: $43,647 – $50,885

Comparison: 68 similar vehicles

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

Hemlock, MI

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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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