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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

51 listings found

2020 Ford Edge SE

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

2020 Ford Edge SE

Richland Center, WI

UnscoredInsufficient · 0
$17,39059,338 mi

Richland Center, WI

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

Richland Center, WI

OverpricedRobust · 59
$20,99061,670 mi

Market: $13,777 – $20,590

Comparison: 59 similar vehicles

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

Richland Center, WI

2018 Ford Expedition Platinum

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

2018 Ford Expedition Platinum

Richland Center, WI

Fair PriceModerate · 27
$24,689105,176 mi

Market: $20,810 – $28,700

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 197 days listed (based on current market benchmarks)

Richland Center, WI

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Richland Center, WI

Fair PriceLimited · 18
$24,99021,934 mi

Market: $20,500 – $24,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Richland Center, WI

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

Richland Center, WI

Fair PriceRobust · 65
$25,79031,862 mi

Market: $21,349 – $28,398

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Richland Center, WI

2019 Ford Expedition Platinum

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

2019 Ford Expedition Platinum

Richland Center, WI

Fair PriceRobust · 53
$26,990106,529 mi

Market: $16,847 – $33,349

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 323 days listed (based on current market benchmarks)

Richland Center, WI

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

Richland Center, WI

UnscoredLimited · 7
$28,990108,014 mi

Comparison: 7 similar vehicles

Richland Center, WI

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Richland Center, WI

Fair PriceRobust · 463
$33,750Mileage not verified

Market: $27,293 – $35,710

Comparison: 463 similar vehicles

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

Richland Center, WI

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

Richland Center, WI

Fair PriceRobust · 57
$34,295Mileage not verified

Market: $31,092 – $37,312

Comparison: 57 similar vehicles

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

Richland Center, WI

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

Richland Center, WI

Fair PriceRobust · 59
$34,471Mileage not verified

Market: $31,092 – $37,312

Comparison: 59 similar vehicles

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

Richland Center, WI

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

Richland Center, WI

Fair PriceRobust · 57
$35,077Mileage not verified

Market: $31,092 – $37,312

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Richland Center, WI

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

Richland Center, WI

Fair PriceModerate · 28
$35,831Mileage not verified

Market: $33,948 – $40,713

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Richland Center, WI

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

Richland Center, WI

Fair PriceRobust · 57
$36,344Mileage not verified

Market: $31,092 – $37,312

Comparison: 57 similar vehicles

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

Richland Center, WI

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

Richland Center, WI

Fair PriceModerate · 28
$36,506Mileage not verified

Market: $33,948 – $40,713

Comparison: 28 similar vehicles

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

Richland Center, WI

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

Richland Center, WI

Fair PriceModerate · 28
$38,266Mileage not verified

Market: $33,948 – $40,713

Comparison: 28 similar vehicles

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

Richland Center, WI

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

Richland Center, WI

Fair PriceModerate · 30
$39,012Mileage not verified

Market: $33,948 – $40,713

Comparison: 30 similar vehicles

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

Richland Center, WI

2026 Ford Bronco Sport Badlands

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

2026 Ford Bronco Sport Badlands

Richland Center, WI

Fair PriceLimited · 14
$39,196Mileage not verified

Market: $37,909 – $43,311

Comparison: 14 similar vehicles

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

Richland Center, WI

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Richland Center, WI

Fair PriceModerate · 38
$39,664Mileage not verified

Market: $34,519 – $41,028

Comparison: 38 similar vehicles

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

Richland Center, WI

2026 Ford Maverick Tremor

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

2026 Ford Maverick Tremor

Richland Center, WI

UnscoredInsufficient · 4
$40,731Mileage not verified

Comparison: 4 similar vehicles

Richland Center, WI

2027 Ford Explorer Active

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

2027 Ford Explorer Active

Richland Center, WI

Fair PriceLimited · 16
$44,547Mileage not verified

Market: $45,065 – $48,596

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 78 days listed (based on current market benchmarks)

Richland Center, WI

2026 Ford Explorer Active

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

2026 Ford Explorer Active

Richland Center, WI

Fair PriceModerate · 34
$45,090Mileage not verified

Market: $42,030 – $51,665

Comparison: 34 similar vehicles

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

Richland Center, WI

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Richland Center, WI

Fair PriceRobust · 434
$50,484Mileage not verified

Market: $43,564 – $60,702

Comparison: 434 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 156 days listed (based on current market benchmarks)

Richland Center, WI

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

Richland Center, WI

Fair PriceRobust · 106
$50,937Mileage not verified

Market: $50,436 – $225,244

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Richland Center, WI

2026 Ford Bronco 4-Door Outer Banks

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

2026 Ford Bronco 4-Door Outer Banks

Richland Center, WI

Fair PriceLimited · 18
$51,671Mileage not verified

Market: $49,519 – $65,314

Comparison: 18 similar vehicles

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

Richland Center, WI

2027 Ford Explorer ST-LINE

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

2027 Ford Explorer ST-LINE

Richland Center, WI

UnscoredLimited · 9
$51,692Mileage not verified

Comparison: 9 similar vehicles

Richland Center, WI

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

Richland Center, WI

OverpricedModerate · 23
$53,130Mileage not verified

Market: $43,523 – $49,478

Comparison: 23 similar vehicles

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

Richland Center, WI

2025 Ford Bronco 4-Door Badlands

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

2025 Ford Bronco 4-Door Badlands

Richland Center, WI

Fair PriceRobust · 103
$54,398153 mi

Market: $44,348 – $88,866

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 380 days listed (based on current market benchmarks)

Richland Center, WI

2026 Ford Explorer Platinum

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

2026 Ford Explorer Platinum

Richland Center, WI

Fair PriceLimited · 15
$54,434Mileage not verified

Market: $51,419 – $55,077

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Richland Center, WI

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

Richland Center, WI

Fair PriceRobust · 106
$54,646125 mi

Market: $50,436 – $225,244

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 189 days listed (based on current market benchmarks)

Richland Center, WI

2026 Ford Bronco 4-Door Badlands

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

2026 Ford Bronco 4-Door Badlands

Richland Center, WI

UnscoredInsufficient · 4
$54,929Mileage not verified

Comparison: 4 similar vehicles

Richland Center, WI

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

Richland Center, WI

Fair PriceRobust · 106
$55,773Mileage not verified

Market: $50,436 – $225,244

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Richland Center, WI

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

Richland Center, WI

Fair PriceRobust · 108
$55,776Mileage not verified

Market: $50,436 – $225,244

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Richland Center, WI

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

Richland Center, WI

Fair PriceRobust · 106
$56,726296 mi

Market: $50,436 – $225,244

Comparison: 106 similar vehicles

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

Richland Center, WI

2026 Ford Explorer ST

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

2026 Ford Explorer ST

Richland Center, WI

Fair PriceLimited · 14
$57,268Mileage not verified

Market: $53,873 – $58,257

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 338 days listed (based on current market benchmarks)

Richland Center, WI

2023 Ford F-250 Super Duty Lariat

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

2023 Ford F-250 Super Duty Lariat

Richland Center, WI

Fair PriceLimited · 17
$60,28659,591 mi

Market: $57,829 – $66,933

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Richland Center, WI

2026 Ford F-550 Super Duty Chassis Cab XL

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

2026 Ford F-550 Super Duty Chassis Cab XL

Richland Center, WI

UnscoredLimited · 6
$60,915Mileage not verified

Comparison: 6 similar vehicles

Richland Center, WI

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Richland Center, WI

Fair PriceRobust · 87
$61,625Mileage not verified

Market: $57,641 – $138,533

Comparison: 87 similar vehicles

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

Richland Center, WI

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Richland Center, WI

Fair PriceRobust · 85
$62,510Mileage not verified

Market: $57,641 – $138,533

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 181 days listed (based on current market benchmarks)

Richland Center, WI

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Richland Center, WI

Fair PriceRobust · 87
$65,395Mileage not verified

Market: $57,641 – $138,533

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Richland Center, WI

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Richland Center, WI

Fair PriceRobust · 85
$65,426Mileage not verified

Market: $57,641 – $138,533

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Richland Center, WI

2026 Ford F-150 Lariat

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

2026 Ford F-150 Lariat

Richland Center, WI

Fair PriceRobust · 85
$67,033Mileage not verified

Market: $57,641 – $138,533

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Richland Center, WI

2027 Ford F-250 Super Duty XLT

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

2027 Ford F-250 Super Duty XLT

Richland Center, WI

Fair PriceLimited · 16
$67,573Mileage not verified

Market: $54,807 – $69,440

Comparison: 16 similar vehicles

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

Richland Center, WI

2024 Ford F-350 Super Duty Lariat

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

2024 Ford F-350 Super Duty Lariat

Richland Center, WI

UnscoredLimited · 6
$68,28644,494 mi

Comparison: 6 similar vehicles

Richland Center, WI

2026 Ford F-250 Super Duty XLT

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

2026 Ford F-250 Super Duty XLT

Richland Center, WI

Fair PriceLimited · 17
$69,753Mileage not verified

Market: $59,479 – $79,422

Comparison: 17 similar vehicles

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

Richland Center, WI

2026 Ford F-350 Super Duty XLT

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

2026 Ford F-350 Super Duty XLT

Richland Center, WI

OverpricedLimited · 11
$70,339Mileage not verified

Market: $52,390 – $70,269

Comparison: 11 similar vehicles

Richland Center, WI

2026 Ford Expedition Active

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

2026 Ford Expedition Active

Richland Center, WI

UnscoredLimited · 5
$72,634Mileage not verified

Comparison: 5 similar vehicles

Richland Center, WI

2026 Ford F-250 Super Duty Lariat

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

2026 Ford F-250 Super Duty Lariat

Richland Center, WI

Fair PriceLimited · 12
$78,049Mileage not verified

Market: $75,547 – $86,085

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 258 days listed (based on current market benchmarks)

Richland Center, WI

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

Richland Center, WI

Fair PriceLimited · 16
$78,659Mileage not verified

Market: $68,814 – $86,479

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Richland Center, WI

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

Richland Center, WI

Fair PriceLimited · 16
$80,673Mileage not verified

Market: $68,814 – $86,479

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Richland Center, WI

2026 Ford Expedition Platinum

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

2026 Ford Expedition Platinum

Richland Center, WI

Fair PriceRobust · 168
$81,832176 mi

Market: $72,320 – $96,515

Comparison: 168 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Richland Center, WI

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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