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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 8, 2026

7.3M+

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

148 listings found

2023 Chevrolet Bolt EV 2LT

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

2023 Chevrolet Bolt EV 2LT

Rochester, MI

UnscoredInsufficient · 0
$21,36342,613 mi

Rochester, MI

2024 Cadillac XT4 Luxury

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

2024 Cadillac XT4 Luxury

Rochester, MI

UnscoredInsufficient · 0
$28,70953,525 mi

Rochester, MI

2021 Cadillac XT6 Premium Luxury

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

2021 Cadillac XT6 Premium Luxury

Rochester, MI

Unscored
$29,18744,309 mi

Comparison: 6 similar vehicles

Rochester, MI

2024 Cadillac CT4 Luxury

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

2024 Cadillac CT4 Luxury

Rochester, MI

Unscored
$29,98924,748 mi

Comparison: 10 similar vehicles

Rochester, MI

2024 Cadillac XT5 Premium Luxury

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

2024 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 52
$30,82336,270 mi

Market: $28,275 – $36,509

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Rochester, MI

2024 Cadillac CT5 Luxury

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

2024 Cadillac CT5 Luxury

Rochester, MI

Unscored
$30,90841,277 mi

Comparison: 8 similar vehicles

Rochester, MI

2023 Cadillac XT5 Premium Luxury

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

2023 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceModerate · 22
$31,18536,954 mi

Market: $23,999 – $33,212

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Rochester, MI

2023 Cadillac XT5 Premium Luxury

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

2023 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceModerate · 22
$32,20030,957 mi

Market: $23,999 – $33,212

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Rochester, MI

2024 Cadillac CT4 Sport

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

2024 Cadillac CT4 Sport

Rochester, MI

UnscoredInsufficient · 0
$33,03136,737 mi

Rochester, MI

2024 Cadillac XT5 Premium Luxury

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

2024 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceLimited · 14
$33,58041,585 mi

Market: $32,964 – $33,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Rochester, MI

2026 Cadillac CT4 Luxury

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

2026 Cadillac CT4 Luxury

Rochester, MI

UnscoredInsufficient · 0
$39,756Mileage not verified

Rochester, MI

2024 Buick Enclave Avenir

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

2024 Buick Enclave Avenir

Rochester, MI

UnscoredInsufficient · 3
$40,02426,643 mi

Comparison: 3 similar vehicles

Rochester, MI

2024 Cadillac XT6 Premium Luxury

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

2024 Cadillac XT6 Premium Luxury

Rochester, MI

Fair PriceModerate · 32
$40,76425,621 mi

Market: $38,214 – $43,212

Comparison: 32 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Luxury

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

2026 Cadillac XT5 Luxury

Rochester, MI

Fair PriceRobust · 53
$45,9553,159 mi

Market: $43,332 – $50,620

Comparison: 53 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Luxury

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

2026 Cadillac XT5 Luxury

Rochester, MI

Fair PriceRobust · 53
$45,9553,016 mi

Market: $43,332 – $50,620

Comparison: 53 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Luxury

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

2026 Cadillac XT5 Luxury

Rochester, MI

Fair PriceRobust · 53
$46,338Mileage not verified

Market: $43,332 – $50,620

Comparison: 53 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Luxury

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

2026 Cadillac XT5 Luxury

Rochester, MI

Fair PriceRobust · 53
$46,912Mileage not verified

Market: $43,332 – $50,620

Comparison: 53 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Luxury

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

2026 Cadillac XT5 Luxury

Rochester, MI

Fair PriceRobust · 53
$47,463Mileage not verified

Market: $43,332 – $50,620

Comparison: 53 similar vehicles

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

Rochester, MI

2024 Cadillac XT6 Premium Luxury

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

2024 Cadillac XT6 Premium Luxury

Rochester, MI

OverpricedLimited · 14
$50,3686,780 mi

Market: $42,990 – $43,304

Comparison: 14 similar vehicles

Priced ~16% above the typical market range for similar vehicles (based on current market benchmarks)

Rochester, MI

2026 Cadillac CT5 Premium Luxury

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

2026 Cadillac CT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 179
$51,736Mileage not verified

Market: $47,582 – $63,265

Comparison: 179 similar vehicles

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

Rochester, MI

2026 Cadillac CT5 Premium Luxury

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

2026 Cadillac CT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 179
$51,736Mileage not verified

Market: $47,582 – $63,265

Comparison: 179 similar vehicles

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

Rochester, MI

2026 Cadillac CT5 Premium Luxury

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

2026 Cadillac CT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 179
$52,1483,128 mi

Market: $47,582 – $63,265

Comparison: 179 similar vehicles

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

Rochester, MI

2026 Cadillac CT5 Premium Luxury

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

2026 Cadillac CT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 179
$52,471Mileage not verified

Market: $47,582 – $63,265

Comparison: 179 similar vehicles

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

Rochester, MI

2026 Cadillac CT5 Premium Luxury

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

2026 Cadillac CT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 179
$52,746Mileage not verified

Market: $47,582 – $63,265

Comparison: 179 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Rochester, MI

2026 Cadillac CT5 Premium Luxury

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

2026 Cadillac CT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 179
$53,320Mileage not verified

Market: $47,582 – $63,265

Comparison: 179 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Rochester, MI

2026 Cadillac CT5 Premium Luxury

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

2026 Cadillac CT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 179
$53,4233,023 mi

Market: $47,582 – $63,265

Comparison: 179 similar vehicles

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

Rochester, MI

2026 Cadillac CT5 Premium Luxury

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

2026 Cadillac CT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 179
$53,435Mileage not verified

Market: $47,582 – $63,265

Comparison: 179 similar vehicles

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

Rochester, MI

2026 Cadillac CT5 Premium Luxury

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

2026 Cadillac CT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 179
$53,595Mileage not verified

Market: $47,582 – $63,265

Comparison: 179 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Rochester, MI

2026 Cadillac CT5 Premium Luxury

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

2026 Cadillac CT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 179
$53,871Mileage not verified

Market: $47,582 – $63,265

Comparison: 179 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Rochester, MI

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Rochester, MI

Unscored
$53,875Mileage not verified

Comparison: 49 similar vehicles

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$54,3143,048 mi

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 176 days listed (based on current market benchmarks)

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$54,3143,003 mi

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

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

Rochester, MI

2026 Cadillac CT5 Sport

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

2026 Cadillac CT5 Sport

Rochester, MI

Fair PriceRobust · 270
$54,416Mileage not verified

Market: $48,670 – $66,374

Comparison: 270 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Rochester, MI

2026 Cadillac CT5 Sport

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

2026 Cadillac CT5 Sport

Rochester, MI

Fair PriceRobust · 270
$54,535Mileage not verified

Market: $48,670 – $66,374

Comparison: 270 similar vehicles

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

Rochester, MI

2026 Cadillac CT5 Sport

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

2026 Cadillac CT5 Sport

Rochester, MI

Fair PriceRobust · 270
$54,535Mileage not verified

Market: $48,670 – $66,374

Comparison: 270 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$54,770Mileage not verified

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$54,770Mileage not verified

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$54,770Mileage not verified

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$54,787Mileage not verified

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$54,884503 mi

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$54,8853,027 mi

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Rochester, MI

2026 Cadillac CT5 Sport

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

2026 Cadillac CT5 Sport

Rochester, MI

Fair PriceRobust · 270
$54,990Mileage not verified

Market: $48,670 – $66,374

Comparison: 270 similar vehicles

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

Rochester, MI

2026 Cadillac CT5 Sport

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

2026 Cadillac CT5 Sport

Rochester, MI

Fair PriceRobust · 270
$55,109Mileage not verified

Market: $48,670 – $66,374

Comparison: 270 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$55,338Mileage not verified

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$55,338Mileage not verified

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$55,338Mileage not verified

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$55,343Mileage not verified

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

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

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$55,343Mileage not verified

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$55,4313,020 mi

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Rochester, MI

2026 Cadillac XT5 Premium Luxury

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

2026 Cadillac XT5 Premium Luxury

Rochester, MI

Fair PriceRobust · 631
$55,615Mileage not verified

Market: $51,386 – $64,055

Comparison: 631 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Rochester, MI

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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