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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

6M+

Unique vehicles analyzed

as of October 30, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

57 listings found

2014 Ford Flex SEL

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

2014 Ford Flex SEL

Marshall, MI

Fair PriceRobust · 57
$8,750117,148 mi

Market: $2,995 – $12,936

Comparison: 57 similar vehicles

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

Marshall, MI

2013 Ford Econoline

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

2013 Ford Econoline

Marshall, MI

UnscoredInsufficient · 0
$19,900146,948 mi

Marshall, MI

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Marshall, MI

Unscored
$20,21289,743 mi

Comparison: 5 similar vehicles

Marshall, MI

2023 Ford Escape Active

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

2023 Ford Escape Active

Marshall, MI

UnscoredInsufficient · 3
$21,08450,927 mi

Comparison: 3 similar vehicles

Marshall, MI

2021 Ford Explorer Limited

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

2021 Ford Explorer Limited

Marshall, MI

Unscored
$21,084114,345 mi

Comparison: 5 similar vehicles

Marshall, MI

2023 Ford Escape Active

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

2023 Ford Escape Active

Marshall, MI

Fair PriceModerate · 46
$22,08429,582 mi

Market: $21,268 – $24,575

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 456 days listed (based on current market benchmarks)

Marshall, MI

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

Marshall, MI

UnscoredInsufficient · 3
$22,08425,141 mi

Comparison: 3 similar vehicles

Marshall, MI

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Marshall, MI

Fair PriceRobust · 172
$24,08434,829 mi

Market: $20,108 – $29,873

Comparison: 172 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 553 days listed (based on current market benchmarks)

Marshall, 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

Marshall, MI

Unscored
$24,08432,520 mi

Comparison: 6 similar vehicles

Marshall, MI

2024 Ford Escape Active

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

2024 Ford Escape Active

Marshall, MI

OverpricedLimited · 16
$24,65412,633 mi

Market: $23,814 – $24,309

Comparison: 16 similar vehicles

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

Marshall, MI

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Marshall, MI

Fair PriceModerate · 35
$25,08439,610 mi

Market: $22,998 – $28,995

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Marshall, MI

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Marshall, MI

Fair PriceRobust · 98
$25,08440,694 mi

Market: $17,750 – $28,809

Comparison: 98 similar vehicles

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

Marshall, MI

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Marshall, MI

Fair PriceModerate · 26
$27,83856,823 mi

Market: $23,394 – $30,668

Comparison: 26 similar vehicles

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

Marshall, 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

Marshall, MI

OverpricedModerate · 32
$28,08410,580 mi

Market: $24,775 – $27,900

Comparison: 32 similar vehicles

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

Marshall, MI

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

Marshall, MI

Unscored
$28,08416,803 mi

Comparison: 7 similar vehicles

Marshall, MI

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Marshall, MI

Fair PriceModerate · 46
$28,08434,133 mi

Market: $24,492 – $36,517

Comparison: 46 similar vehicles

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

Marshall, MI

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Marshall, MI

Fair PriceRobust · 128
$29,08417,360 mi

Market: $26,994 – $30,309

Comparison: 128 similar vehicles

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

Marshall, MI

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Marshall, MI

Fair PriceModerate · 20
$29,08427,598 mi

Market: $25,780 – $45,829

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 533 days listed (based on current market benchmarks)

Marshall, MI

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

Marshall, MI

Unscored
$29,31334,093 mi

Comparison: 6 similar vehicles

Marshall, MI

2020 Ford Expedition Limited

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

2020 Ford Expedition Limited

Marshall, MI

OverpricedLimited · 16
$29,99883,953 mi

Market: $20,081 – $29,384

Comparison: 16 similar vehicles

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

Marshall, MI

2024 Ford Edge ST-Line

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

2024 Ford Edge ST-Line

Marshall, MI

Fair PriceLimited · 12
$30,08422,464 mi

Market: $28,775 – $33,995

Comparison: 12 similar vehicles

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

Marshall, MI

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Marshall, MI

Fair PriceLimited · 15
$30,08425,213 mi

Market: $28,314 – $40,625

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 639 days listed (based on current market benchmarks)

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 75
$31,774Mileage not verified

Market: $31,182 – $39,624

Comparison: 75 similar vehicles

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

Marshall, MI

2023 Ford Explorer TIMBERLINE

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

2023 Ford Explorer TIMBERLINE

Marshall, MI

Unscored
$34,08445,331 mi

Comparison: 7 similar vehicles

Marshall, 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

Marshall, MI

Fair PriceRobust · 129
$34,08481,771 mi

Market: $15,950 – $35,438

Comparison: 129 similar vehicles

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

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 75
$34,154Mileage not verified

Market: $31,182 – $39,624

Comparison: 75 similar vehicles

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

Marshall, MI

2016 Ford E-Series Cutaway Base

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

2016 Ford E-Series Cutaway Base

Marshall, MI

Unscored
$34,900120,209 mi

Comparison: 27 similar vehicles

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 74
$37,454Mileage not verified

Market: $34,231 – $46,092

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Marshall, MI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Marshall, MI

Fair PriceRobust · 72
$37,849Mileage not verified

Market: $32,731 – $43,365

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 267 days listed (based on current market benchmarks)

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 74
$37,949Mileage not verified

Market: $34,231 – $46,092

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Marshall, 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

Marshall, MI

Fair PriceRobust · 73
$38,08440,363 mi

Market: $31,969 – $50,900

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Marshall, MI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Marshall, MI

Fair PriceRobust · 72
$38,304Mileage not verified

Market: $32,731 – $43,365

Comparison: 72 similar vehicles

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

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 74
$38,659Mileage not verified

Market: $34,231 – $46,092

Comparison: 74 similar vehicles

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

Marshall, 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

Marshall, MI

Fair PriceModerate · 26
$39,08418,323 mi

Market: $31,299 – $45,990

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 553 days listed (based on current market benchmarks)

Marshall, 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

Marshall, MI

Fair PriceModerate · 39
$39,08423,237 mi

Market: $34,215 – $48,995

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 219 days listed (based on current market benchmarks)

Marshall, MI

2022 Ford F-150 Lariat

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

2022 Ford F-150 Lariat

Marshall, MI

Fair PriceLimited · 15
$40,08472,996 mi

Market: $33,972 – $41,725

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 74
$40,229Mileage not verified

Market: $34,231 – $46,092

Comparison: 74 similar vehicles

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

Marshall, 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

Marshall, MI

Fair PriceRobust · 129
$43,08420,294 mi

Market: $39,000 – $58,125

Comparison: 129 similar vehicles

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

Marshall, MI

2024 Ford F-150 Lariat

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

2024 Ford F-150 Lariat

Marshall, MI

Fair PriceModerate · 22
$44,08463,927 mi

Market: $40,895 – $46,292

Comparison: 22 similar vehicles

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

Marshall, MI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Marshall, MI

Fair PriceRobust · 126
$49,269Mileage not verified

Market: $21,750 – $51,679

Comparison: 126 similar vehicles

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

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 72
$52,08491,682 mi

Market: $36,200 – $64,883

Comparison: 72 similar vehicles

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

Marshall, MI

2027 Ford Explorer Tremor

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

2027 Ford Explorer Tremor

Marshall, MI

Fair PriceModerate · 25
$53,484Mileage not verified

Market: $49,373 – $62,289

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 312
$54,644Mileage not verified

Market: $29,500 – $73,892

Comparison: 312 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 312
$55,099141 mi

Market: $29,500 – $73,892

Comparison: 312 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 312
$55,099Mileage not verified

Market: $29,500 – $73,892

Comparison: 312 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 140 days listed (based on current market benchmarks)

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 312
$55,099Mileage not verified

Market: $29,500 – $73,892

Comparison: 312 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Marshall, MI

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

Marshall, MI

Fair PriceModerate · 23
$55,279Mileage not verified

Market: $24,250 – $74,484

Comparison: 23 similar vehicles

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

Marshall, MI

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

Marshall, MI

Fair PriceRobust · 312
$55,648103 mi

Market: $29,500 – $73,892

Comparison: 312 similar vehicles

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

Marshall, MI

2027 Ford Explorer Platinum

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

2027 Ford Explorer Platinum

Marshall, MI

Fair PriceModerate · 32
$59,219Mileage not verified

Market: $21,750 – $67,329

Comparison: 32 similar vehicles

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

Marshall, MI

2018 Ford E-Series Cutaway Base

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

2018 Ford E-Series Cutaway Base

Marshall, MI

Unscored
$64,90016,556 mi

Comparison: 5 similar vehicles

Marshall, MI

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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