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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

6M+

Unique vehicles analyzed

as of October 30, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

57 listings found

No Photo

1999 Buick Century CUSTOM

Lewes, DE

UnscoredInsufficient · 0
$7,99592,013 mi

Lewes, DE

2016 Buick Cascada Premium

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

2016 Buick Cascada Premium

Lewes, DE

UnscoredInsufficient · 0
$18,99814,614 mi

Lewes, DE

2020 Buick Envision Preferred

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

2020 Buick Envision Preferred

Lewes, DE

UnscoredInsufficient · 0
$21,79414,716 mi

Lewes, DE

2022 Buick Envision Preferred

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

2022 Buick Envision Preferred

Lewes, DE

Unscored
$24,19830,440 mi

Comparison: 9 similar vehicles

Lewes, DE

2021 Buick Envision Avenir

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

2021 Buick Envision Avenir

Lewes, DE

Unscored
$27,29829,419 mi

Comparison: 6 similar vehicles

Lewes, DE

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Lewes, DE

Fair PriceLimited · 12
$28,324Mileage not verified

Market: $27,289 – $30,264

Comparison: 12 similar vehicles

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

Lewes, DE

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Lewes, DE

Fair PriceLimited · 12
$28,879Mileage not verified

Market: $27,289 – $30,264

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Lewes, DE

Fair PriceLimited · 11
$29,774Mileage not verified

Market: $27,289 – $30,264

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 171 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Encore GX Sport Touring

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

2026 Buick Encore GX Sport Touring

Lewes, DE

Fair PriceRobust · 53
$29,989Mileage not verified

Market: $28,879 – $37,004

Comparison: 53 similar vehicles

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

Lewes, DE

2026 Buick Envista Preferred

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

2026 Buick Envista Preferred

Lewes, DE

OverpricedLimited · 11
$30,264Mileage not verified

Market: $27,289 – $29,843

Comparison: 11 similar vehicles

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

Lewes, DE

2026 Buick Envista Sport Touring

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

2026 Buick Envista Sport Touring

Lewes, DE

Fair PriceRobust · 63
$30,679Mileage not verified

Market: $27,829 – $33,779

Comparison: 63 similar vehicles

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

Lewes, DE

2023 Buick Envision Avenir

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

2023 Buick Envision Avenir

Lewes, DE

Fair PriceRobust · 85
$30,79521,853 mi

Market: $26,614 – $36,343

Comparison: 85 similar vehicles

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

Lewes, DE

2026 Buick Envista Sport Touring

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

2026 Buick Envista Sport Touring

Lewes, DE

Fair PriceRobust · 63
$30,874Mileage not verified

Market: $27,829 – $33,779

Comparison: 63 similar vehicles

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

Lewes, DE

2026 Buick Envista Sport Touring

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

2026 Buick Envista Sport Touring

Lewes, DE

Fair PriceRobust · 62
$31,669Mileage not verified

Market: $27,829 – $33,779

Comparison: 62 similar vehicles

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

Lewes, DE

2026 Buick Envista Sport Touring

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

2026 Buick Envista Sport Touring

Lewes, DE

Fair PriceRobust · 63
$31,669Mileage not verified

Market: $27,829 – $33,779

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Lewes, DE

Fair PriceModerate · 24
$31,924Mileage not verified

Market: $30,036 – $34,579

Comparison: 24 similar vehicles

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

Lewes, DE

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Lewes, DE

Fair PriceModerate · 24
$32,074Mileage not verified

Market: $30,036 – $34,579

Comparison: 24 similar vehicles

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

Lewes, DE

2026 Buick Encore GX Sport Touring

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

2026 Buick Encore GX Sport Touring

Lewes, DE

Fair PriceRobust · 53
$32,079Mileage not verified

Market: $28,879 – $37,004

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Lewes, DE

Fair PriceModerate · 23
$32,369Mileage not verified

Market: $30,036 – $34,579

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Envista Avenir

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

2026 Buick Envista Avenir

Lewes, DE

Fair PriceModerate · 23
$32,429Mileage not verified

Market: $31,594 – $34,174

Comparison: 23 similar vehicles

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

Lewes, DE

2026 Buick Encore GX Sport Touring

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

2026 Buick Encore GX Sport Touring

Lewes, DE

Fair PriceRobust · 53
$32,455Mileage not verified

Market: $28,879 – $37,004

Comparison: 53 similar vehicles

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

Lewes, DE

2026 Buick Envista Sport Touring

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

2026 Buick Envista Sport Touring

Lewes, DE

Fair PriceRobust · 63
$32,659Mileage not verified

Market: $27,829 – $33,779

Comparison: 63 similar vehicles

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

Lewes, DE

2024 Buick Enclave Essence

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

2024 Buick Enclave Essence

Lewes, DE

Fair PriceRobust · 94
$32,79831,125 mi

Market: $25,294 – $34,796

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Envista Avenir

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

2026 Buick Envista Avenir

Lewes, DE

Fair PriceModerate · 23
$33,724Mileage not verified

Market: $31,594 – $34,174

Comparison: 23 similar vehicles

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

Lewes, DE

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Lewes, DE

Fair PriceModerate · 24
$33,889Mileage not verified

Market: $30,036 – $34,579

Comparison: 24 similar vehicles

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

Lewes, DE

2026 Buick Encore GX Preferred

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

2026 Buick Encore GX Preferred

Lewes, DE

Fair PriceModerate · 23
$33,964Mileage not verified

Market: $30,036 – $34,579

Comparison: 23 similar vehicles

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

Lewes, DE

2026 Buick Encore GX Sport Touring

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

2026 Buick Encore GX Sport Touring

Lewes, DE

Fair PriceRobust · 52
$34,774Mileage not verified

Market: $28,879 – $37,004

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Encore GX Sport Touring

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

2026 Buick Encore GX Sport Touring

Lewes, DE

Fair PriceRobust · 53
$35,113Mileage not verified

Market: $28,879 – $37,004

Comparison: 53 similar vehicles

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

Lewes, DE

2026 Buick Encore GX Sport Touring

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

2026 Buick Encore GX Sport Touring

Lewes, DE

Fair PriceRobust · 53
$35,669Mileage not verified

Market: $28,879 – $37,004

Comparison: 53 similar vehicles

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

Lewes, DE

2026 Buick Encore GX Sport Touring

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

2026 Buick Encore GX Sport Touring

Lewes, DE

Fair PriceRobust · 52
$36,164Mileage not verified

Market: $28,879 – $37,004

Comparison: 52 similar vehicles

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

Lewes, DE

2026 Buick Encore GX Avenir

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

2026 Buick Encore GX Avenir

Lewes, DE

Unscored
$38,279Mileage not verified

Comparison: 8 similar vehicles

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 93
$42,904Mileage not verified

Market: $40,590 – $46,378

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 93
$43,049Mileage not verified

Market: $40,590 – $46,378

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 93
$43,049Mileage not verified

Market: $40,590 – $46,378

Comparison: 93 similar vehicles

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

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 92
$43,164Mileage not verified

Market: $40,590 – $46,378

Comparison: 92 similar vehicles

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

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 92
$43,4997,123 mi

Market: $40,590 – $46,378

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 93
$44,433Mileage not verified

Market: $40,590 – $46,378

Comparison: 93 similar vehicles

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

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 92
$44,564Mileage not verified

Market: $40,590 – $46,378

Comparison: 92 similar vehicles

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

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 93
$45,033Mileage not verified

Market: $40,590 – $46,378

Comparison: 93 similar vehicles

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

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 92
$45,154Mileage not verified

Market: $40,590 – $46,378

Comparison: 92 similar vehicles

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

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 92
$45,154Mileage not verified

Market: $40,590 – $46,378

Comparison: 92 similar vehicles

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

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 92
$45,154Mileage not verified

Market: $40,590 – $46,378

Comparison: 92 similar vehicles

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

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 92
$45,154Mileage not verified

Market: $40,590 – $46,378

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 92
$45,754Mileage not verified

Market: $40,590 – $46,378

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Envision Sport Touring

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

2026 Buick Envision Sport Touring

Lewes, DE

Fair PriceRobust · 93
$46,378Mileage not verified

Market: $40,590 – $46,378

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 168 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Envision Avenir

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

2026 Buick Envision Avenir

Lewes, DE

Fair PriceModerate · 42
$48,293Mileage not verified

Market: $46,994 – $49,614

Comparison: 42 similar vehicles

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

Lewes, DE

2026 Buick Envision Avenir

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

2026 Buick Envision Avenir

Lewes, DE

Fair PriceModerate · 41
$49,014Mileage not verified

Market: $46,994 – $49,614

Comparison: 41 similar vehicles

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

Lewes, DE

2026 Buick Enclave Sport Touring

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

2026 Buick Enclave Sport Touring

Lewes, DE

Fair PriceModerate · 25
$49,6042,266 mi

Market: $46,384 – $57,524

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Lewes, DE

2026 Buick Envision Avenir

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

2026 Buick Envision Avenir

Lewes, DE

Fair PriceModerate · 41
$49,614Mileage not verified

Market: $46,994 – $49,614

Comparison: 41 similar vehicles

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

Lewes, DE

2026 Buick Enclave Sport Touring

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

2026 Buick Enclave Sport Touring

Lewes, DE

Fair PriceModerate · 25
$52,5245,000 mi

Market: $46,384 – $57,524

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Lewes, DE

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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