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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

143 listings found

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Gainesville, TX

Unscored
$15,950136,931 mi

Comparison: 7 similar vehicles

Gainesville, TX

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Gainesville, TX

Fair PriceModerate · 37
$18,995116,771 mi

Market: $7,500 – $24,645

Comparison: 37 similar vehicles

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

Gainesville, TX

2022 RAM 1500 Pickup Big Horn/Lone Star

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

2022 RAM 1500 Pickup Big Horn/Lone Star

Gainesville, TX

Fair PriceModerate · 49
$25,725113,635 mi

Market: $23,125 – $39,220

Comparison: 49 similar vehicles

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

Gainesville, TX

2025 RAM 1500 Pickup Tradesman

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

2025 RAM 1500 Pickup Tradesman

Gainesville, TX

Unscored
$30,22019,646 mi

Comparison: 5 similar vehicles

Gainesville, TX

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Gainesville, TX

Fair PriceRobust · 59
$30,225106,563 mi

Market: $11,500 – $38,990

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Gainesville, TX

2026 RAM 1500 Pickup Tradesman

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

2026 RAM 1500 Pickup Tradesman

Gainesville, TX

Unscored
$33,7004,866 mi

Comparison: 8 similar vehicles

Gainesville, TX

2021 RAM 1500 Pickup Longhorn

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

2021 RAM 1500 Pickup Longhorn

Gainesville, TX

Fair PriceModerate · 35
$33,97595,076 mi

Market: $24,900 – $40,109

Comparison: 35 similar vehicles

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

Gainesville, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gainesville, TX

Fair PriceRobust · 57
$38,3826,009 mi

Market: $38,938 – $56,800

Comparison: 57 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 222 days listed (based on current market benchmarks)

Gainesville, TX

2024 RAM 1500 Pickup Longhorn

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

2024 RAM 1500 Pickup Longhorn

Gainesville, TX

UnscoredInsufficient · 0
$35,72590,725 mi

Gainesville, TX

2023 RAM 2500 Pickup Big Horn

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

2023 RAM 2500 Pickup Big Horn

Gainesville, TX

Unscored
$35,97559,728 mi

Comparison: 5 similar vehicles

Gainesville, TX

2023 RAM 1500 Pickup Rebel

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

2023 RAM 1500 Pickup Rebel

Gainesville, TX

UnscoredInsufficient · 4
$36,725107,222 mi

Comparison: 4 similar vehicles

Gainesville, TX

2026 RAM 1500 Pickup Tradesman

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

2026 RAM 1500 Pickup Tradesman

Gainesville, TX

Unscored
$37,8525,160 mi

Comparison: 8 similar vehicles

Gainesville, TX

2024 RAM 1500 Pickup Laramie

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

2024 RAM 1500 Pickup Laramie

Gainesville, TX

Unscored
$38,22555,634 mi

Comparison: 5 similar vehicles

Gainesville, TX

2026 RAM 1500 Pickup Tradesman

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

2026 RAM 1500 Pickup Tradesman

Gainesville, TX

Unscored
$39,1464,918 mi

Comparison: 8 similar vehicles

Gainesville, TX

2026 RAM 1500 Pickup Tradesman

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

2026 RAM 1500 Pickup Tradesman

Gainesville, TX

Unscored
$39,6222,228 mi

Comparison: 8 similar vehicles

Gainesville, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gainesville, TX

Fair PriceRobust · 57
$43,104Mileage not verified

Market: $34,642 – $56,800

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Gainesville, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gainesville, TX

Fair PriceRobust · 57
$43,104Mileage not verified

Market: $34,642 – $56,800

Comparison: 57 similar vehicles

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

Gainesville, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gainesville, TX

Fair PriceRobust · 57
$43,885Mileage not verified

Market: $34,642 – $56,800

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Gainesville, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gainesville, TX

Fair PriceRobust · 57
$44,224Mileage not verified

Market: $34,642 – $56,800

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Gainesville, TX

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

Gainesville, TX

Fair PriceRobust · 141
$44,696Mileage not verified

Market: $40,401 – $69,770

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 229 days listed (based on current market benchmarks)

Gainesville, TX

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

Gainesville, TX

Fair PriceRobust · 141
$44,931Mileage not verified

Market: $40,401 – $69,770

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 228 days listed (based on current market benchmarks)

Gainesville, TX

2024 RAM 3500 Pickup Lone Star

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

2024 RAM 3500 Pickup Lone Star

Gainesville, TX

UnscoredInsufficient · 3
$45,12576,513 mi

Comparison: 3 similar vehicles

Gainesville, TX

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

Gainesville, TX

Fair PriceRobust · 141
$45,503Mileage not verified

Market: $40,401 – $69,770

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 175 days listed (based on current market benchmarks)

Gainesville, TX

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

Gainesville, TX

Fair PriceRobust · 141
$45,627Mileage not verified

Market: $40,401 – $69,770

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Gainesville, TX

2026 RAM 1500 Pickup Express

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

2026 RAM 1500 Pickup Express

Gainesville, TX

Fair PriceRobust · 57
$46,030Mileage not verified

Market: $34,642 – $56,800

Comparison: 57 similar vehicles

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

Gainesville, TX

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

Gainesville, TX

Fair PriceRobust · 141
$46,431Mileage not verified

Market: $40,401 – $69,770

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Gainesville, TX

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

Gainesville, TX

Fair PriceRobust · 141
$46,629Mileage not verified

Market: $40,401 – $69,770

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 229 days listed (based on current market benchmarks)

Gainesville, TX

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

Gainesville, TX

Fair PriceRobust · 141
$46,931Mileage not verified

Market: $40,401 – $69,770

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 211 days listed (based on current market benchmarks)

Gainesville, TX

2024 RAM 2500 Pickup Laramie

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

2024 RAM 2500 Pickup Laramie

Gainesville, TX

Great DealLimited · 15
$46,97545,360 mi

Market: $48,725 – $58,153

Comparison: 15 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 69 days listed (based on current market benchmarks)

Gainesville, TX

2024 RAM 3500 Pickup Tradesman

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

2024 RAM 3500 Pickup Tradesman

Gainesville, TX

Fair PriceRobust · 121
$47,47572,453 mi

Market: $34,990 – $57,500

Comparison: 121 similar vehicles

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

Gainesville, TX

2026 RAM ProMaster Cargo Van Tradesman

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

2026 RAM ProMaster Cargo Van Tradesman

Gainesville, TX

Fair PriceLimited · 17
$47,491Mileage not verified

Market: $41,206 – $53,443

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Gainesville, TX

2026 RAM 1500 Pickup Warlock

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

2026 RAM 1500 Pickup Warlock

Gainesville, TX

Fair PriceRobust · 285
$48,433Mileage not verified

Market: $41,942 – $60,435

Comparison: 285 similar vehicles

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

Gainesville, TX

2024 RAM 2500 Pickup Laramie

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

2024 RAM 2500 Pickup Laramie

Gainesville, TX

Fair PriceLimited · 15
$48,72547,239 mi

Market: $46,975 – $58,153

Comparison: 15 similar vehicles

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

Gainesville, TX

2026 RAM 2500 Pickup Tradesman

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

2026 RAM 2500 Pickup Tradesman

Gainesville, TX

Fair PriceModerate · 23
$49,807Mileage not verified

Market: $49,359 – $62,121

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 229 days listed (based on current market benchmarks)

Gainesville, TX

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

Gainesville, TX

Fair PriceRobust · 141
$50,617Mileage not verified

Market: $40,401 – $69,770

Comparison: 141 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Gainesville, TX

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

Gainesville, TX

Fair PriceRobust · 141
$51,261Mileage not verified

Market: $40,401 – $69,770

Comparison: 141 similar vehicles

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

Gainesville, TX

2025 RAM 3500 Pickup Tradesman

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

2025 RAM 3500 Pickup Tradesman

Gainesville, TX

Fair PriceLimited · 10
$51,72583,249 mi

Market: $49,995 – $64,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Gainesville, TX

2026 RAM ProMaster Cargo Van Tradesman

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

2026 RAM ProMaster Cargo Van Tradesman

Gainesville, TX

Fair PriceLimited · 17
$52,535Mileage not verified

Market: $41,206 – $53,443

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Gainesville, TX

2026 RAM 1500 Pickup Laramie

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

2026 RAM 1500 Pickup Laramie

Gainesville, TX

Fair PriceModerate · 45
$53,538Mileage not verified

Market: $54,231 – $75,265

Comparison: 45 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 233 days listed (based on current market benchmarks)

Gainesville, TX

2027 RAM 2500 Pickup Tradesman/Black Express

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

2027 RAM 2500 Pickup Tradesman/Black Express

Gainesville, TX

Fair PriceModerate · 42
$54,353Mileage not verified

Market: $54,759 – $77,450

Comparison: 42 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 83 days listed (based on current market benchmarks)

Gainesville, TX

2027 RAM 1500 Pickup Express

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

2027 RAM 1500 Pickup Express

Gainesville, TX

Fair PriceRobust · 87
$54,705Mileage not verified

Market: $44,035 – $58,350

Comparison: 87 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Gainesville, TX

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

Gainesville, TX

Fair PriceRobust · 141
$54,724Mileage not verified

Market: $40,401 – $69,770

Comparison: 141 similar vehicles

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

Gainesville, TX

2027 RAM 2500 Pickup Tradesman/Black Express

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

2027 RAM 2500 Pickup Tradesman/Black Express

Gainesville, TX

Fair PriceModerate · 42
$54,759Mileage not verified

Market: $54,353 – $77,450

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Gainesville, TX

2026 RAM 2500 Pickup Tradesman/Black Express

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

2026 RAM 2500 Pickup Tradesman/Black Express

Gainesville, TX

Fair PriceModerate · 23
$54,935Mileage not verified

Market: $53,048 – $75,330

Comparison: 23 similar vehicles

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

Gainesville, TX

2025 RAM 3500 Pickup Tradesman

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

2025 RAM 3500 Pickup Tradesman

Gainesville, TX

Fair PriceLimited · 11
$55,22565,543 mi

Market: $49,995 – $64,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Gainesville, TX

2026 RAM 1500 Pickup Rebel

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

2026 RAM 1500 Pickup Rebel

Gainesville, TX

Fair PriceModerate · 48
$55,3541,029 mi

Market: $52,455 – $76,370

Comparison: 48 similar vehicles

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

Gainesville, TX

2026 RAM 3500 Pickup Tradesman

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

2026 RAM 3500 Pickup Tradesman

Gainesville, TX

Great DealModerate · 48
$55,903Mileage not verified

Market: $59,829 – $75,784

Comparison: 48 similar vehicles

Competitively priced ~7% below the typical range compared to similar vehicles · 153 days listed (based on current market benchmarks)

Gainesville, TX

2026 RAM 1500 Pickup Laramie

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

2026 RAM 1500 Pickup Laramie

Gainesville, TX

Fair PriceModerate · 46
$56,405Mileage not verified

Market: $53,538 – $75,265

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Gainesville, TX

2026 RAM 1500 Pickup Laramie

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

2026 RAM 1500 Pickup Laramie

Gainesville, TX

Fair PriceModerate · 45
$56,516Mileage not verified

Market: $53,538 – $75,265

Comparison: 45 similar vehicles

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

Gainesville, TX

2027 RAM ProMaster Cargo Van Tradesman

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

2027 RAM ProMaster Cargo Van Tradesman

Gainesville, TX

Fair PriceLimited · 12
$56,605Mileage not verified

Market: $52,437 – $61,058

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Gainesville, TX

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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