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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 6, 2026

7.1M+

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

93 listings found

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Springfield, VA

UnscoredInsufficient · 3
$10,498Mileage not verified

Comparison: 3 similar vehicles

Springfield, VA

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Springfield, VA

Unscored
$11,75060,593 mi

Comparison: 8 similar vehicles

Springfield, VA

2020 Jeep Grand Cherokee Overland

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

2020 Jeep Grand Cherokee Overland

Springfield, VA

Unscored
$16,495128,818 mi

Comparison: 8 similar vehicles

Springfield, VA

2019 Jeep Grand Cherokee Laredo E

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

2019 Jeep Grand Cherokee Laredo E

Springfield, VA

UnscoredInsufficient · 0
$17,39856,928 mi

Springfield, VA

2018 Jeep All-New Wrangler Unlimited Sahara

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

2018 Jeep All-New Wrangler Unlimited Sahara

Springfield, VA

Fair PriceModerate · 29
$18,30084,642 mi

Market: $14,800 – $22,795

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Springfield, VA

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Springfield, VA

Unscored
$18,56554,577 mi

Comparison: 15 similar vehicles

Springfield, VA

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Springfield, VA

Unscored
$19,64563,962 mi

Comparison: 5 similar vehicles

Springfield, VA

2024 Jeep Compass Trailhawk

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

2024 Jeep Compass Trailhawk

Springfield, VA

UnscoredInsufficient · 3
$21,898Mileage not verified

Comparison: 3 similar vehicles

Springfield, VA

2022 Jeep Gladiator Sport S

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

2022 Jeep Gladiator Sport S

Springfield, VA

UnscoredInsufficient · 3
$24,65674,531 mi

Comparison: 3 similar vehicles

Springfield, VA

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Springfield, VA

Fair PriceModerate · 26
$28,50042,671 mi

Market: $25,059 – $29,287

Comparison: 26 similar vehicles

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

Springfield, VA

2023 Jeep Grand Cherokee Altitude

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

2023 Jeep Grand Cherokee Altitude

Springfield, VA

Fair PriceModerate · 20
$29,86438,384 mi

Market: $25,986 – $31,000

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Springfield, VA

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Springfield, VA

Fair PriceModerate · 24
$30,49829,593 mi

Market: $28,397 – $31,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Springfield, VA

2024 Jeep Wagoneer L Series III

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

2024 Jeep Wagoneer L Series III

Springfield, VA

Unscored
$30,96567,789 mi

Comparison: 20 similar vehicles

Springfield, VA

2024 Jeep Wrangler 4xe Sahara 4XE

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

2024 Jeep Wrangler 4xe Sahara 4XE

Springfield, VA

Fair PriceModerate · 33
$31,16822,902 mi

Market: $25,998 – $31,397

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Springfield, VA

2024 Jeep Grand Cherokee L Altitude

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

2024 Jeep Grand Cherokee L Altitude

Springfield, VA

Fair PriceLimited · 11
$32,36520,469 mi

Market: $30,000 – $35,420

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Springfield, VA

2025 Jeep Wrangler 4-Door Rubicon

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

2025 Jeep Wrangler 4-Door Rubicon

Springfield, VA

Fair PriceLimited · 10
$32,56543,842 mi

Market: $30,898 – $33,541

Comparison: 10 similar vehicles

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

Springfield, VA

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Springfield, VA

Fair PriceRobust · 76
$32,700Mileage not verified

Market: $28,255 – $36,104

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Springfield, VA

2021 Jeep Gladiator Mojave

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

2021 Jeep Gladiator Mojave

Springfield, VA

UnscoredInsufficient · 4
$33,49852,984 mi

Comparison: 4 similar vehicles

Springfield, VA

2023 Jeep Grand Cherokee Overland

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

2023 Jeep Grand Cherokee Overland

Springfield, VA

UnscoredInsufficient · 4
$35,70429,004 mi

Comparison: 4 similar vehicles

Springfield, VA

2026 Jeep Wrangler 2-Door Sport

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

2026 Jeep Wrangler 2-Door Sport

Springfield, VA

Fair PriceRobust · 123
$35,817Mileage not verified

Market: $31,600 – $39,341

Comparison: 123 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 363 days listed (based on current market benchmarks)

Springfield, VA

2023 Jeep Wrangler 4-Door Rubicon

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

2023 Jeep Wrangler 4-Door Rubicon

Springfield, VA

Fair PriceModerate · 48
$35,99736,841 mi

Market: $29,755 – $39,668

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Springfield, VA

OverpricedRobust · 76
$36,104Mileage not verified

Market: $28,255 – $34,755

Comparison: 76 similar vehicles

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

Springfield, VA

2026 Jeep Wrangler 2-Door Sport

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

2026 Jeep Wrangler 2-Door Sport

Springfield, VA

Fair PriceRobust · 123
$36,112Mileage not verified

Market: $31,600 – $39,341

Comparison: 123 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 315 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Compass Trailhawk

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

2026 Jeep Compass Trailhawk

Springfield, VA

Fair PriceLimited · 10
$37,093Mileage not verified

Market: $34,049 – $37,329

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Compass Limited Altitude

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

2026 Jeep Compass Limited Altitude

Springfield, VA

Fair PriceModerate · 43
$37,243Mileage not verified

Market: $31,898 – $37,793

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 216 days listed (based on current market benchmarks)

Springfield, VA

2024 Jeep Grand Cherokee L Overland

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

2024 Jeep Grand Cherokee L Overland

Springfield, VA

UnscoredInsufficient · 0
$38,000Mileage not verified

Springfield, VA

2026 Jeep Wrangler 2-Door Sport

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

2026 Jeep Wrangler 2-Door Sport

Springfield, VA

Fair PriceRobust · 123
$38,780Mileage not verified

Market: $31,600 – $39,341

Comparison: 123 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 343 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Wrangler 4-Door Sahara

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

2026 Jeep Wrangler 4-Door Sahara

Springfield, VA

UnscoredInsufficient · 0
$39,498Mileage not verified

Springfield, VA

2026 Jeep Wrangler 4-Door Sport

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

2026 Jeep Wrangler 4-Door Sport

Springfield, VA

Fair PriceRobust · 89
$39,994Mileage not verified

Market: $35,199 – $55,370

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 366 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Grand Cherokee Laredo

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

2026 Jeep Grand Cherokee Laredo

Springfield, VA

Fair PriceRobust · 176
$40,257Mileage not verified

Market: $36,304 – $47,987

Comparison: 176 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 266 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Grand Cherokee Laredo

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

2026 Jeep Grand Cherokee Laredo

Springfield, VA

Fair PriceRobust · 176
$40,580Mileage not verified

Market: $36,304 – $47,987

Comparison: 176 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 246 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Grand Cherokee Laredo

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

2026 Jeep Grand Cherokee Laredo

Springfield, VA

Fair PriceRobust · 176
$41,293Mileage not verified

Market: $36,304 – $47,987

Comparison: 176 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Wrangler 2-Door Sport S

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

2026 Jeep Wrangler 2-Door Sport S

Springfield, VA

Fair PriceRobust · 143
$41,493Mileage not verified

Market: $37,057 – $49,000

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 378 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Wrangler 2-Door Sport S

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

2026 Jeep Wrangler 2-Door Sport S

Springfield, VA

Fair PriceRobust · 143
$42,243Mileage not verified

Market: $37,057 – $49,000

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 378 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Wrangler 4-Door Sport S

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

2026 Jeep Wrangler 4-Door Sport S

Springfield, VA

Fair PriceRobust · 214
$42,611Mileage not verified

Market: $36,372 – $56,365

Comparison: 214 similar vehicles

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

Springfield, VA

2026 Jeep Cherokee Limited

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

2026 Jeep Cherokee Limited

Springfield, VA

Fair PriceRobust · 77
$42,822Mileage not verified

Market: $35,450 – $44,498

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Grand Cherokee Limited

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

2026 Jeep Grand Cherokee Limited

Springfield, VA

Fair PriceRobust · 92
$42,853Mileage not verified

Market: $39,140 – $50,586

Comparison: 92 similar vehicles

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

Springfield, VA

2025 Jeep Grand Cherokee L Altitude

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

2025 Jeep Grand Cherokee L Altitude

Springfield, VA

Fair PriceLimited · 18
$43,163Mileage not verified

Market: $40,132 – $49,130

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 432 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Wrangler 2-Door Sport S

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

2026 Jeep Wrangler 2-Door Sport S

Springfield, VA

Fair PriceRobust · 143
$44,178Mileage not verified

Market: $37,057 – $49,000

Comparison: 143 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 318 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Gladiator Sport S

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

2026 Jeep Gladiator Sport S

Springfield, VA

Fair PriceRobust · 70
$44,587Mileage not verified

Market: $38,697 – $53,245

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Wrangler 4-Door Sport S

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

2026 Jeep Wrangler 4-Door Sport S

Springfield, VA

Fair PriceRobust · 214
$44,674Mileage not verified

Market: $36,372 – $56,365

Comparison: 214 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 320 days listed (based on current market benchmarks)

Springfield, VA

2027 Jeep Grand Cherokee Laredo

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

2027 Jeep Grand Cherokee Laredo

Springfield, VA

Fair PriceRobust · 222
$44,698Mileage not verified

Market: $36,208 – $50,995

Comparison: 222 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Springfield, VA

2025 Jeep Grand Cherokee L Altitude

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

2025 Jeep Grand Cherokee L Altitude

Springfield, VA

Fair PriceLimited · 18
$44,735Mileage not verified

Market: $40,132 – $49,130

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 372 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Wrangler 4-Door Willys

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

2026 Jeep Wrangler 4-Door Willys

Springfield, VA

Fair PriceRobust · 129
$44,851Mileage not verified

Market: $42,134 – $70,482

Comparison: 129 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 411 days listed (based on current market benchmarks)

Springfield, VA

2027 Jeep Grand Cherokee Laredo

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

2027 Jeep Grand Cherokee Laredo

Springfield, VA

Fair PriceRobust · 222
$45,112Mileage not verified

Market: $36,208 – $50,995

Comparison: 222 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Springfield, VA

2025 Jeep Gladiator Sport S

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

2025 Jeep Gladiator Sport S

Springfield, VA

OverpricedModerate · 22
$45,49815,642 mi

Market: $34,542 – $38,989

Comparison: 22 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Springfield, VA

2026 Jeep Grand Cherokee L Limited

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

2026 Jeep Grand Cherokee L Limited

Springfield, VA

Fair PriceRobust · 64
$46,205Mileage not verified

Market: $42,301 – $52,584

Comparison: 64 similar vehicles

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

Springfield, VA

2027 Jeep Grand Cherokee Laredo

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

2027 Jeep Grand Cherokee Laredo

Springfield, VA

Fair PriceRobust · 222
$46,262Mileage not verified

Market: $36,208 – $50,995

Comparison: 222 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Springfield, VA

2026 Jeep Gladiator 85th Anniversary Edition

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

2026 Jeep Gladiator 85th Anniversary Edition

Springfield, VA

Fair PriceLimited · 18
$46,357Mileage not verified

Market: $45,399 – $53,174

Comparison: 18 similar vehicles

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

Springfield, VA

2027 Jeep Grand Cherokee L Laredo

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

2027 Jeep Grand Cherokee L Laredo

Springfield, VA

Fair PriceRobust · 79
$46,860Mileage not verified

Market: $42,737 – $52,780

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Springfield, VA

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 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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