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Alternative Data Reshapes Retail Investment Strategies for Goldman Sachs

Alternative Data Reshapes Retail Investment Strategies for Goldman Sachs

替代數據重塑了高盛的零售投資策略
Quiver Quantitative ·  2024/11/25 19:56

Wall Street investors are increasingly leveraging alternative data sources to predict retail performance, gaining an edge during what could be a challenging holiday shopping season. Goldman Sachs (GS) is one of several firms using data from companies like HundredX, which tracks shopper sentiment through surveys, and Facteus, which analyzes credit card swipes to identify consumer spending trends. These insights are reshaping investment strategies, offering near-real-time snapshots of retail activity compared to traditional data sources like quarterly earnings reports.

華爾街的投資者越來越多地利用替代數據源來預測零售表現,以便在可能艱難的假日購物季節中獲得優勢。高盛(GS)是幾家使用像HundredX這樣的數據公司的公司之一,該公司通過調查跟蹤購物者的情緒,以及Facteus,該公司分析信用卡刷卡以識別消費趨勢。這些洞察重新塑造了投資策略,提供了與傳統數據源(如季度業績)相比近乎實時的零售活動快照。

HundredX, founded by a former Goldman Sachs partner, has shown how sentiment data can provide unique perspectives. For example, its surveys revealed shifting consumer intentions, such as a recent uptick in shoppers planning to return to Target (GS) after months of declining interest. Meanwhile, Facteus has detected trends like increased spending on TikTok Shop, reflecting the growing impact of social media on e-commerce. Even as some retailers like Deckers Brands (DECK) express frustration with the ubiquity of data, they are adopting these tools themselves to improve operations.

HundredX是由一位前高盛合夥人創辦的,該公司展示了情緒數據如何提供獨特的視角。例如,它的調查揭示了消費意圖的變化,例如最近有購物者計劃在經歷幾個月興趣下降後返回Target(GS)的上升。同時,Facteus檢測到了一些趨勢,如在TikTok Shop上的支出增加,反映了社交媒體對電子商務的日益影響。儘管像Deckers Brands(DECK)這樣的零售商對數據的普遍性感到沮喪,他們自己也在採用這些工具來改善運營。

Market Overview:

市場概況:

  • Goldman Sachs and others leverage shopper sentiment and credit card data to predict retail trends.
  • HundredX identifies rising consumer intent for Target, contrasting its recent financial struggles.
  • Facteus tracks spending surges, such as a 16.8% increase on TikTok Shop in early November.
  • 高盛和其他公司利用購物者情緒及信用卡數據來預測零售趨勢。
  • HundredX識別出消費者對Target的意圖上升,形成與其近期財務困難的對比。
  • Facteus追蹤支出激增,例如在11月初TikTok Shop上的支出增加了16.8%。

Key Points:
主要觀點:

  • Alternative data provides near-instant insights compared to traditional quarterly reports.
  • Retailers use these data tools despite concerns about potential misinterpretation.
  • Data-driven investment strategies like those at Lombard Odier show up to 70% accuracy.
  • 替代數據提供了與傳統季度報告相比幾乎即時的洞察。
  • 零售商使用這些數據工具,儘管對潛在誤解存在擔憂。
  • 像隆巴德·奧迪爾這樣的數據驅動投資策略顯示出高達70%的準確性。

Looking Ahead:
展望未來:

  • Expect alternative data to play a larger role in shaping investment strategies and retail operations.
  • Retailers may integrate more advanced analytics to anticipate consumer behavior.
  • Data firms will likely see continued growth as investor demand intensifies.
  • 預計替代數據將在塑造投資策略和零售運營中發揮更大作用。
  • 零售商可能會整合更多愛文思控股分析,以預測消費者行爲。
  • 數據公司可能會看到持續增長,因爲投資者需求加劇。

The rise of alternative data is transforming how investors predict retail performance, enabling faster, more accurate insights into consumer behavior. Companies like Goldman Sachs and HundredX are at the forefront of this shift, using innovative tools to identify trends and inform investment decisions. This technology provides investors with a competitive edge while challenging traditional reliance on earnings reports and market intuition.

替代數據的興起正在改變投資者預測零售表現的方式,使他們能夠更快、更準確地洞察消費者行爲。像高盛和HundredX這樣的公司處於這一轉變的前沿,利用創新工具識別趨勢並指導投資決策。這項科技爲投資者提供了競爭優勢,同時也挑戰了對業績和市場直覺的傳統依賴。

As adoption of these data sources grows, both investors and retailers will benefit from enhanced visibility into consumer trends. However, the expanding use of such data also raises questions about its interpretation and ethical implications, ensuring this will remain a critical area of focus for the financial industry.

隨着這些數據源的採用增加,投資者和零售商將從增強的消費者趨勢可見性中受益。然而,廣泛使用這些數據也引發了對其解讀和倫理問題的質疑,這確保了這一領域將繼續成爲金融行業的關鍵關注點。

声明:本內容僅用作提供資訊及教育之目的,不構成對任何特定投資或投資策略的推薦或認可。 更多信息
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