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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 5, 2026

6.8M+

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

80 listings found

2026 Kia K4 LXS

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

2026 Kia K4 LXS

Chevy Chase, MD

Fair PriceRobust · 310
$24,653Mileage not verified

Market: $22,000 – $32,543

Comparison: 310 similar vehicles

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

Chevy Chase, MD

2026 Kia K4 LXS

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

2026 Kia K4 LXS

Chevy Chase, MD

Fair PriceRobust · 310
$24,696Mileage not verified

Market: $22,000 – $32,543

Comparison: 310 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Chevy Chase, MD

2027 Kia Seltos S

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

2027 Kia Seltos S

Chevy Chase, MD

Fair PriceRobust · 330
$28,279Mileage not verified

Market: $24,772 – $35,947

Comparison: 330 similar vehicles

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

Chevy Chase, MD

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Chevy Chase, MD

Fair PriceRobust · 249
$29,700Mileage not verified

Market: $26,799 – $34,863

Comparison: 249 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Chevy Chase, MD

2026 Kia K5 GT-Line

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

2026 Kia K5 GT-Line

Chevy Chase, MD

Fair PriceRobust · 249
$31,790Mileage not verified

Market: $26,799 – $34,863

Comparison: 249 similar vehicles

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

Chevy Chase, MD

2027 Kia Seltos S

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

2027 Kia Seltos S

Chevy Chase, MD

Fair PriceRobust · 330
$32,226Mileage not verified

Market: $24,772 – $35,947

Comparison: 330 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Chevy Chase, MD

2027 Kia Seltos S

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

2027 Kia Seltos S

Chevy Chase, MD

Fair PriceRobust · 328
$32,630Mileage not verified

Market: $24,772 – $35,947

Comparison: 328 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Chevy Chase, MD

2027 Kia Seltos S

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

2027 Kia Seltos S

Chevy Chase, MD

Fair PriceRobust · 330
$32,630Mileage not verified

Market: $24,772 – $35,947

Comparison: 330 similar vehicles

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

Chevy Chase, MD

2026 Kia Sorento S

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

2026 Kia Sorento S

Chevy Chase, MD

Fair PriceRobust · 155
$33,855Mileage not verified

Market: $31,799 – $43,050

Comparison: 155 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 382 days listed (based on current market benchmarks)

Chevy Chase, MD

2026 Kia Sportage SX Prestige

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

2026 Kia Sportage SX Prestige

Chevy Chase, MD

Fair PriceModerate · 21
$34,327Mileage not verified

Market: $33,699 – $43,143

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 145 days listed (based on current market benchmarks)

Chevy Chase, MD

2027 Kia Seltos SX

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

2027 Kia Seltos SX

Chevy Chase, MD

Fair PriceRobust · 59
$34,359Mileage not verified

Market: $33,088 – $38,310

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Chevy Chase, MD

2027 Kia EV3 Wind

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

2027 Kia EV3 Wind

Chevy Chase, MD

Fair PriceRobust · 63
$35,999Mileage not verified

Market: $34,513 – $48,448

Comparison: 63 similar vehicles

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

Chevy Chase, MD

2026 Kia Sorento EX Hybrid

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

2026 Kia Sorento EX Hybrid

Chevy Chase, MD

Fair PriceRobust · 54
$37,562Mileage not verified

Market: $36,799 – $49,290

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Chevy Chase, MD

2027 Kia EV3 Wind

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

2027 Kia EV3 Wind

Chevy Chase, MD

Fair PriceRobust · 65
$38,749Mileage not verified

Market: $34,513 – $48,448

Comparison: 65 similar vehicles

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

Chevy Chase, MD

2026 Kia EV6 Light L/R

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

2026 Kia EV6 Light L/R

Chevy Chase, MD

Fair PriceLimited · 11
$41,143Mileage not verified

Market: $36,835 – $42,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Chevy Chase, MD

2023 Porsche Macan Base

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

2023 Porsche Macan Base

Chevy Chase, MD

UnscoredInsufficient · 3
$41,99944,489 mi

Comparison: 3 similar vehicles

Chevy Chase, MD

2026 Kia EV6 GT-Line

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

2026 Kia EV6 GT-Line

Chevy Chase, MD

Fair PriceLimited · 10
$48,457Mileage not verified

Market: $44,240 – $59,099

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Chevy Chase, MD

2024 Porsche Macan

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

2024 Porsche Macan

Chevy Chase, MD

UnscoredInsufficient · 0
$49,99912,059 mi

Chevy Chase, MD

2027 Kia Telluride EX

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

2027 Kia Telluride EX

Chevy Chase, MD

Fair PriceRobust · 174
$50,341Mileage not verified

Market: $45,085 – $55,778

Comparison: 174 similar vehicles

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

Chevy Chase, MD

2023 Porsche Macan Base

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

2023 Porsche Macan Base

Chevy Chase, MD

UnscoredInsufficient · 0
$50,4968,801 mi

Chevy Chase, MD

2027 Kia Telluride EX

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

2027 Kia Telluride EX

Chevy Chase, MD

Fair PriceRobust · 174
$51,498Mileage not verified

Market: $45,085 – $55,778

Comparison: 174 similar vehicles

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

Chevy Chase, MD

2027 Kia Telluride EX

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

2027 Kia Telluride EX

Chevy Chase, MD

Fair PriceRobust · 174
$52,311Mileage not verified

Market: $45,085 – $55,778

Comparison: 174 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Chevy Chase, MD

2023 Porsche Cayenne Base

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

2023 Porsche Cayenne Base

Chevy Chase, MD

Fair PriceLimited · 16
$53,49845,034 mi

Market: $49,000 – $53,808

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Chevy Chase, MD

2027 Kia Telluride SX

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

2027 Kia Telluride SX

Chevy Chase, MD

Fair PriceModerate · 49
$53,906Mileage not verified

Market: $50,585 – $59,514

Comparison: 49 similar vehicles

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

Chevy Chase, MD

2027 Kia Telluride SX

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

2027 Kia Telluride SX

Chevy Chase, MD

Fair PriceModerate · 49
$54,591Mileage not verified

Market: $50,585 – $59,514

Comparison: 49 similar vehicles

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

Chevy Chase, MD

2027 Kia Telluride SX

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

2027 Kia Telluride SX

Chevy Chase, MD

Fair PriceModerate · 49
$54,591Mileage not verified

Market: $50,585 – $59,514

Comparison: 49 similar vehicles

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

Chevy Chase, MD

2023 Porsche Macan S

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

2023 Porsche Macan S

Chevy Chase, MD

Unscored
$55,19640,826 mi

Comparison: 9 similar vehicles

Chevy Chase, MD

2027 Kia Telluride X-Line SX Prestige

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

2027 Kia Telluride X-Line SX Prestige

Chevy Chase, MD

Fair PriceRobust · 334
$60,353Mileage not verified

Market: $55,036 – $66,815

Comparison: 334 similar vehicles

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

Chevy Chase, MD

2027 Kia Telluride X-Line SX Prestige

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

2027 Kia Telluride X-Line SX Prestige

Chevy Chase, MD

Fair PriceRobust · 336
$60,402Mileage not verified

Market: $55,036 – $66,815

Comparison: 336 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Chevy Chase, MD

2027 Kia Telluride X-Line SX Prestige

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

2027 Kia Telluride X-Line SX Prestige

Chevy Chase, MD

Fair PriceRobust · 336
$60,969Mileage not verified

Market: $55,036 – $66,815

Comparison: 336 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Chevy Chase, MD

2024 Porsche Macan S

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

2024 Porsche Macan S

Chevy Chase, MD

UnscoredInsufficient · 3
$61,49638,908 mi

Comparison: 3 similar vehicles

Chevy Chase, MD

2026 Porsche Macan T

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

2026 Porsche Macan T

Chevy Chase, MD

Fair PriceRobust · 105
$62,9962,133 mi

Market: $57,691 – $86,660

Comparison: 105 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 301 days listed (based on current market benchmarks)

Chevy Chase, MD

2021 Porsche Cayenne GTS

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

2021 Porsche Cayenne GTS

Chevy Chase, MD

UnscoredInsufficient · 3
$64,49654,942 mi

Comparison: 3 similar vehicles

Chevy Chase, MD

2026 Porsche Macan T

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

2026 Porsche Macan T

Chevy Chase, MD

Fair PriceRobust · 105
$64,9965,943 mi

Market: $57,691 – $86,660

Comparison: 105 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 341 days listed (based on current market benchmarks)

Chevy Chase, MD

2027 Kia EV9 Wind

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

2027 Kia EV9 Wind

Chevy Chase, MD

Fair PriceLimited · 15
$65,135Mileage not verified

Market: $64,217 – $72,631

Comparison: 15 similar vehicles

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

Chevy Chase, MD

2027 Kia EV9 Wind

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

2027 Kia EV9 Wind

Chevy Chase, MD

Fair PriceLimited · 17
$65,813Mileage not verified

Market: $64,217 – $72,631

Comparison: 17 similar vehicles

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

Chevy Chase, MD

2027 Kia EV9 GT-Line

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

2027 Kia EV9 GT-Line

Chevy Chase, MD

Fair PriceModerate · 25
$68,516Mileage not verified

Market: $66,190 – $81,075

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Chevy Chase, MD

2027 Kia EV9 GT-Line

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

2027 Kia EV9 GT-Line

Chevy Chase, MD

Fair PriceModerate · 25
$68,808Mileage not verified

Market: $66,190 – $81,075

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Chevy Chase, MD

2023 Porsche Taycan Base

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

2023 Porsche Taycan Base

Chevy Chase, MD

Unscored
$71,4995,847 mi

Comparison: 5 similar vehicles

Chevy Chase, MD

2024 Porsche Macan S

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

2024 Porsche Macan S

Chevy Chase, MD

Unscored
$72,99915,668 mi

Comparison: 7 similar vehicles

Chevy Chase, MD

2026 Porsche Macan T

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

2026 Porsche Macan T

Chevy Chase, MD

Fair PriceModerate · 35
$81,720Mileage not verified

Market: $76,590 – $95,689

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Chevy Chase, MD

2026 Porsche Macan T

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

2026 Porsche Macan T

Chevy Chase, MD

Fair PriceModerate · 35
$83,180Mileage not verified

Market: $76,590 – $95,689

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Chevy Chase, MD

2023 Porsche Taycan S

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

2023 Porsche Taycan S

Chevy Chase, MD

UnscoredInsufficient · 4
$84,99915,893 mi

Comparison: 4 similar vehicles

Chevy Chase, MD

2023 Porsche Panamera Platinum Edition

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

2023 Porsche Panamera Platinum Edition

Chevy Chase, MD

UnscoredInsufficient · 4
$85,99821,821 mi

Comparison: 4 similar vehicles

Chevy Chase, MD

2026 Porsche Cayenne Base

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

2026 Porsche Cayenne Base

Chevy Chase, MD

Fair PriceRobust · 70
$90,4964,821 mi

Market: $88,797 – $141,899

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 278 days listed (based on current market benchmarks)

Chevy Chase, MD

2026 Porsche Cayenne Base

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

2026 Porsche Cayenne Base

Chevy Chase, MD

Fair PriceRobust · 70
$90,9964,362 mi

Market: $88,797 – $141,899

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 275 days listed (based on current market benchmarks)

Chevy Chase, MD

2024 Porsche Panamera Base

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

2024 Porsche Panamera Base

Chevy Chase, MD

Unscored
$91,99610,290 mi

Comparison: 8 similar vehicles

Chevy Chase, MD

2026 Porsche Cayenne Base

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

2026 Porsche Cayenne Base

Chevy Chase, MD

Fair PriceRobust · 70
$92,4965,083 mi

Market: $88,797 – $141,899

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 278 days listed (based on current market benchmarks)

Chevy Chase, MD

2026 Porsche Macan T

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

2026 Porsche Macan T

Chevy Chase, MD

OverpricedModerate · 35
$94,870Mileage not verified

Market: $76,590 – $86,995

Comparison: 35 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Chevy Chase, MD

2026 Porsche Cayenne Base

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

2026 Porsche Cayenne Base

Chevy Chase, MD

Great DealModerate · 31
$94,8951,005 mi

Market: $99,949 – $144,055

Comparison: 31 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 49 days listed (based on current market benchmarks)

Chevy Chase, MD

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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