Latest Reports

September 4, 2026

Ten Thoughts on the Anthropic IPO / What to Look for in the S-1

By Sanji Alwis

Anthropic filed a confidential draft S-1 in June, with a public prospectus expected after Labor Day. We’ve identified 10 pre-IPO factors to clarify how an AI developer moat becomes a sustainable business and whether further…

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September 4, 2026

Inputs up +0.3% w/w, +15.8% y/y; on Energy Resurgence. Grains and Soy Costs Higher. LW+, Wing Restaurants+, EPC-. Optimal Cost Factor

By Jonathan Feeney

The Optimal Advisory Cost Factor accelerated on y/y basis for the ninth week in a row. For the year, costs are up (+15.8% y/y, up from +3.5% y/y in early July) primarily on energy and…

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September 3, 2026

We’re Gonna Need a Bigger Moat. Thoughts on NVIDIA Buying Hugging Face. Alwis Thinking About Tech

By Sanji Alwis

Summary: (1) NVIDIA’s announced acquisition of open source AI hub Hugging Face opens up game changing access to AI developer community and workflows; we consider buying the “Github for AI” for ~$13B and expanding NVIDIA’s…

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September 2, 2026

Our Analysis Suggests Sports Fandom Spending Least Negative in Months; Elite Athlete Brand Views; MTN & GRMN Inflections; NKE Digital Traction Improves; Luxury Summit: The Optimal Sports Section

By David Katzman

Sports Ecosystem spending growth decelerated for a fourth consecutive week though the level remains solidly positive, our subsector equity indices sharply underperformed a roughly flat market, and our latest NKE analysis finds digital traffic at…

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September 1, 2026

Consumer Staples: Playbook For Fall 2026. MICC+, DEO+, SAM+, EL+, MKC+, Food –

By Jonathan Feeney

As many major consumer packaged goods (CPG) leaders prepare for next week’s Back to School conference, our biggest takeaway is the likely reckoning for calendar reporting food companies that already impacted mid-year reporters GIS, CAG…

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August 31, 2026

Savings Rate + RDI = Job Inflection in this Rate Environment; Gas Inflation Re-Accelerates; Wealth Effect Decelerates 11th Straight Week; Luxury Summit: Macro Monday

By David Schick

Summary: (1) Real Disposable Income has been in rare flat/negative territory the last few months – and now we can add Savings Rate to the “abnormally low” list. That non-normal combination leaves little cushion to…

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August 31, 2026

DKS, ASO, ONON, FLUT: Gen Z Breakouts in the Sports Ecosystem

By David Katzman

In this monthly note we examine sports ecosystem brands and themes breaking out among Gen Z consumers: (1) The World Cup predictably dominates breakouts, with FIFA, Fox Sports, & FotMob leading; (2) Beyond the World…

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August 31, 2026

August’s Gen Z Winners & Losers: Analysis across Restaurants, Brands, Retail, Travel (Callouts Include SBUX, MCD, CMG, BROS, WING, GME – Crossing with Short Interest Changes)

By David Schick

Gen Z traction and mix are critical leading indicators given long-term demographic share shifts – in August’s analysis of 103 companies across sectors we note diverging trends in SBUX, MCD, CMG, BROS, WING, GME. We…

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August 30, 2026

25/33 Subsectors Inflecting Negatively (Off-Price Better but Golf, Athleisure, Fast Food Worse); “Canary in Coalmine” Updates: August 2026 Consumer Discretionary Briefing Book

By David Schick

Our attached 37-page Consumer Discretionary Briefing Book summarizes our updated August analysis of hundreds of public and private companies for non-normal change, examines spending and inflections by category, sentiment by ticker, early-indicator mindshare traction, and…

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August 28, 2026

Analyzing AI Impact across 111 Retailers, Restaurants, Brands, Travel, and Autos in August – MAR, BBY, HD Callouts

By David Schick

Summary: (1) MAR, BBY, MLKN, HD are highest measured names in AI impact, see Fig 1; (2) AI inflections are positive across all four categories (Travel, Autos, Retail, Apparel), see Fig 2; (3) MAR, MLKN,…

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August 28, 2026

Inputs Jump +1.5 w/w, +13.7% y/y on Energy; Grains Bounce on Supply Fears. LW+, Wing Restaurants+, EPC-, Grocers-. Optimal Cost Factor

By Jonathan Feeney

The Optimal Advisory Cost Factor accelerated on y/y basis for the eighth week in a row. For the year, costs are up (+13.7% y/y) with a sharp change in trend since early July (+3.5% y/y)…

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August 27, 2026

CRM Earnings, a new NVIDIA competitor, Anthropic continues to lead dev, workflow spend. Alwis Thinking About Tech

By Sanji Alwis

Summary: (1) Our recent note “Channel Checks and Classes of SaaS” emphasized our bullishness on horizontal SaaS leaders (“We remain optimistic on the long-term soundness of SaaS companies like Salesforce, who control authoritative data, permissions,…

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August 27, 2026

Are You Ready for Some Football? Optimal’s Deep Dive on the Elite Athlete Perspective on Brands

By David Schick

Summary: (1) Optimal proprietarily collected and analyzed quantitative and qualitative data on key attributes of brands from the perspective of elite athletes including pro, NCAA D1, elite high school, and retired athletes. Understanding the views…

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August 26, 2026

DKNG & CALY Inflections; Sports Betting & Data Spending Near Highs; NKE US Digital Traffic Growth at Series Highs; Luxury Summit: The Optimal Sports Section

By David Katzman

Sports Ecosystem spending growth decelerated for a third consecutive week but remained strongly positive led by betting & data names, and our latest NKE analysis points to digital traffic at series highs even as other…

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