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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

6.1M+

Unique vehicles analyzed

as of October 31, 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

60 listings found

2022 Jeep Cherokee Trailhawk

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

2022 Jeep Cherokee Trailhawk

Hudson, MI

Unscored
$13,214176,069 mi

Comparison: 26 similar vehicles

Hudson, MI

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Hudson, MI

Fair PriceModerate · 32
$16,21497,148 mi

Market: $12,908 – $19,127

Comparison: 32 similar vehicles

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

Hudson, MI

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Unscored
$19,214143,141 mi

Comparison: 34 similar vehicles

Hudson, MI

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Hudson, MI

Fair PriceLimited · 17
$25,21458,662 mi

Market: $19,445 – $25,900

Comparison: 17 similar vehicles

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

Hudson, MI

2023 Jeep Grand Cherokee Laredo

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

2023 Jeep Grand Cherokee Laredo

Hudson, MI

OverpricedLimited · 13
$25,21472,235 mi

Market: $20,305 – $22,996

Comparison: 13 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Hudson, MI

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

Hudson, MI

Unscored
$25,21467,462 mi

Comparison: 6 similar vehicles

Hudson, MI

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Hudson, MI

Unscored
$26,21461,329 mi

Comparison: 7 similar vehicles

Hudson, MI

2023 Jeep Wrangler 4-Door Sport S

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

2023 Jeep Wrangler 4-Door Sport S

Hudson, MI

Fair PriceRobust · 93
$28,21435,599 mi

Market: $24,386 – $35,393

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 543 days listed (based on current market benchmarks)

Hudson, MI

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Hudson, MI

Fair PriceModerate · 35
$30,21437,521 mi

Market: $23,655 – $33,277

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Hudson, MI

2023 Jeep Grand Cherokee L Limited

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

2023 Jeep Grand Cherokee L Limited

Hudson, MI

OverpricedLimited · 15
$30,21474,757 mi

Market: $19,900 – $28,514

Comparison: 15 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Hudson, MI

2021 Jeep Wrangler Unlimited Willys

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

2021 Jeep Wrangler Unlimited Willys

Hudson, MI

Unscored
$30,21465,175 mi

Comparison: 6 similar vehicles

Hudson, MI

2026 Jeep Compass Limited

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

2026 Jeep Compass Limited

Hudson, MI

Fair PriceRobust · 348
$31,327Mileage not verified

Market: $31,046 – $45,937

Comparison: 348 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Hudson, MI

2026 Jeep Compass Limited

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

2026 Jeep Compass Limited

Hudson, MI

Fair PriceRobust · 348
$32,827Mileage not verified

Market: $31,046 – $45,937

Comparison: 348 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Hudson, MI

2026 Jeep Compass Limited

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

2026 Jeep Compass Limited

Hudson, MI

Fair PriceRobust · 348
$33,348Mileage not verified

Market: $31,046 – $45,937

Comparison: 348 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Hudson, MI

2025 Jeep Grand Cherokee Altitude

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

2025 Jeep Grand Cherokee Altitude

Hudson, MI

Fair PriceRobust · 71
$36,2149,411 mi

Market: $30,000 – $40,180

Comparison: 71 similar vehicles

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

Hudson, MI

2025 RAM 1500 Pickup Big Horn/Lone Star

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

2025 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceRobust · 93
$37,21439,069 mi

Market: $29,998 – $43,219

Comparison: 93 similar vehicles

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

Hudson, MI

2025 RAM 1500 Pickup Laramie

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

2025 RAM 1500 Pickup Laramie

Hudson, MI

Fair PriceRobust · 56
$38,21458,501 mi

Market: $34,397 – $45,995

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 276 days listed (based on current market benchmarks)

Hudson, MI

2025 RAM 1500 Pickup Big Horn/Lone Star

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

2025 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceRobust · 70
$39,21447,605 mi

Market: $32,248 – $41,995

Comparison: 70 similar vehicles

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

Hudson, MI

2024 Jeep Wagoneer L Series II

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

2024 Jeep Wagoneer L Series II

Hudson, MI

OverpricedLimited · 14
$39,21478,553 mi

Market: $26,775 – $38,668

Comparison: 14 similar vehicles

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

Hudson, MI

2027 Chrysler Pacifica Select

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

2027 Chrysler Pacifica Select

Hudson, MI

Great DealRobust · 111
$40,185Mileage not verified

Market: $41,656 – $54,254

Comparison: 111 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 176 days listed (based on current market benchmarks)

Hudson, MI

2022 Chevrolet Silverado 2500HD LT

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

2022 Chevrolet Silverado 2500HD LT

Hudson, MI

Fair PriceLimited · 11
$40,21444,823 mi

Market: $38,123 – $47,303

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Hudson, MI

2027 Jeep Cherokee Limited

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

2027 Jeep Cherokee Limited

Hudson, MI

Fair PriceLimited · 11
$40,256Mileage not verified

Market: $40,256 – $43,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Hudson, MI

2027 Jeep Cherokee Limited

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

2027 Jeep Cherokee Limited

Hudson, MI

Fair PriceLimited · 11
$40,256Mileage not verified

Market: $40,256 – $43,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Hudson, MI

2027 Jeep Cherokee Limited Altitude

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

2027 Jeep Cherokee Limited Altitude

Hudson, MI

UnscoredInsufficient · 3
$41,695Mileage not verified

Comparison: 3 similar vehicles

Hudson, MI

2027 Jeep Cherokee Limited Altitude

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

2027 Jeep Cherokee Limited Altitude

Hudson, MI

UnscoredInsufficient · 3
$42,777Mileage not verified

Comparison: 3 similar vehicles

Hudson, MI

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

Hudson, MI

Fair PriceRobust · 105
$43,244477 mi

Market: $35,511 – $49,989

Comparison: 105 similar vehicles

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

Hudson, MI

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

Hudson, MI

Fair PriceModerate · 29
$44,251Mileage not verified

Market: $41,175 – $51,045

Comparison: 29 similar vehicles

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

Hudson, MI

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Unscored
$46,524Mileage not verified

Comparison: 5 similar vehicles

Hudson, MI

2027 Chrysler Pacifica Limited

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

2027 Chrysler Pacifica Limited

Hudson, MI

Great DealModerate · 43
$46,752Mileage not verified

Market: $48,301 – $54,864

Comparison: 43 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 178 days listed (based on current market benchmarks)

Hudson, MI

2026 Jeep Grand Cherokee L Laredo

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

2026 Jeep Grand Cherokee L Laredo

Hudson, MI

Fair PriceRobust · 56
$46,989487 mi

Market: $40,145 – $52,984

Comparison: 56 similar vehicles

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

Hudson, MI

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

Hudson, MI

Fair PriceModerate · 33
$47,394Mileage not verified

Market: $33,875 – $49,225

Comparison: 33 similar vehicles

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

Hudson, MI

2027 Jeep Gladiator Willys

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

2027 Jeep Gladiator Willys

Hudson, MI

Unscored
$48,869Mileage not verified

Comparison: 6 similar vehicles

Hudson, MI

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Hudson, MI

Fair PriceRobust · 277
$49,090Mileage not verified

Market: $45,678 – $53,114

Comparison: 277 similar vehicles

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

Hudson, MI

2027 Jeep Wrangler 4-Door Willys

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

2027 Jeep Wrangler 4-Door Willys

Hudson, MI

Fair PriceLimited · 15
$50,591Mileage not verified

Market: $50,740 – $58,318

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 76 days listed (based on current market benchmarks)

Hudson, MI

2027 Jeep Wrangler 4-Door Willys

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

2027 Jeep Wrangler 4-Door Willys

Hudson, MI

Fair PriceLimited · 15
$50,740Mileage not verified

Market: $50,591 – $58,318

Comparison: 15 similar vehicles

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

Hudson, MI

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceRobust · 370
$51,569Mileage not verified

Market: $51,574 – $67,000

Comparison: 370 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 73 days listed (based on current market benchmarks)

Hudson, MI

2027 Jeep Grand Cherokee L Limited Reserve

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

2027 Jeep Grand Cherokee L Limited Reserve

Hudson, MI

Unscored
$51,655Mileage not verified

Comparison: 7 similar vehicles

Hudson, MI

2027 RAM 2500 Pickup Tradesman

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

2027 RAM 2500 Pickup Tradesman

Hudson, MI

Great DealLimited · 19
$52,703Mileage not verified

Market: $57,671 – $74,784

Comparison: 19 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 3 days listed (based on current market benchmarks)

Hudson, MI

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceRobust · 370
$54,529Mileage not verified

Market: $51,569 – $67,000

Comparison: 370 similar vehicles

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

Hudson, MI

2023 RAM 3500 Pickup Big Horn

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

2023 RAM 3500 Pickup Big Horn

Hudson, MI

UnscoredInsufficient · 0
$55,21440,292 mi

Hudson, MI

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceRobust · 370
$55,787Mileage not verified

Market: $51,569 – $67,000

Comparison: 370 similar vehicles

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

Hudson, MI

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceModerate · 32
$55,787Mileage not verified

Market: $56,137 – $65,820

Comparison: 32 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 71 days listed (based on current market benchmarks)

Hudson, MI

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceRobust · 370
$55,836Mileage not verified

Market: $51,569 – $67,000

Comparison: 370 similar vehicles

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

Hudson, MI

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceRobust · 370
$55,836Mileage not verified

Market: $51,569 – $67,000

Comparison: 370 similar vehicles

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

Hudson, MI

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceModerate · 32
$56,137Mileage not verified

Market: $55,787 – $65,820

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Hudson, MI

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceRobust · 370
$56,395Mileage not verified

Market: $51,569 – $67,000

Comparison: 370 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Hudson, MI

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceRobust · 370
$56,395Mileage not verified

Market: $51,569 – $67,000

Comparison: 370 similar vehicles

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

Hudson, MI

2026 RAM 1500 Pickup Big Horn/Lone Star

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

2026 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceRobust · 510
$56,466458 mi

Market: $42,068 – $87,591

Comparison: 510 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Hudson, MI

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceModerate · 32
$56,578Mileage not verified

Market: $55,787 – $65,820

Comparison: 32 similar vehicles

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

Hudson, MI

2027 RAM 1500 Pickup Big Horn/Lone Star

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

2027 RAM 1500 Pickup Big Horn/Lone Star

Hudson, MI

Fair PriceModerate · 32
$56,578Mileage not verified

Market: $55,787 – $65,820

Comparison: 32 similar vehicles

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

Hudson, 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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