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In this project

LLM in product research: limits of automation

https://sudonull.com/llm-in-product-research-limits-of-automation

We analyze levels of cognition in marketing research and LLM capabilities. From filling the knowledge matrix to reflection — where models are effective and where a human is needed. For product managers and analysts.

Promoting Telegram Bot Without Budget: Metrics

https://sudonull.com/promoting-telegram-bot-without-budget-metrics

Real case: 150 users from blogs, 0 from Reddit/X. Analysis of 7 channels for indie developers. Learn what works at the start without investments and how to bypass moderation.

Growth in AI startups: why the funnel breaks

https://sudonull.com/growth-in-ai-startups-why-the-funnel-breaks

Breaking down why classic growth metrics fail in AI-first products. From false positive demand to signal orchestration. For middle/senior growth specialists: behavioral analytics and event-driven systems.

Product Manager 2026: Course Selection and Key Skills for Growth

https://sudonull.com/product-manager-2026-course-selection-and-key-skills-for-growth

Overview of the best Product Manager 2026 courses, analysis of market requirements, salaries and key skills, including AI and product analytics. Choose a program for a successful career.

From other projects

Sephora opens Korean section: 400 Olive Young products in the USA

https://ymaho.com/sephora-opens-korean-section-400-olive-young-products-in-the-usa

Sephora launches K-Beauty zones with 400 Olive Young brands after leaving Korea. Why is this a capitulation of the West and how will the beauty market change? Read the analysis.

Tinted eye creams — trend or market cannibalization?

https://ymaho.com/tinted-eye-creams-trend-or-market-cannibalization

Why tinted eye creams are replacing concealer and skincare. Analysis of hidden economics, skin risks, and key market players. Learn how to choose the product.

Neuroperfumery and sensory care: wellness 2026

https://ymaho.com/neuroperfumery-and-sensory-care-wellness-2026

How fragrances and textures affect the nervous system: the neurocosmetics market, Joydrop and NA3 trends. Find your product for dopamine and calm.

Bitcoin ETP from Safello on Euronext Paris: institutional access

https://ymaho.com/bitcoin-etp-from-safello-on-euronext-paris-institutional-access

Analyzing the listing of Safello Bittensor Staked TAO ETP on Euronext Paris. Staking yield of 16.91% and institutional entry into AI crypto through a regulated product. Read details.

Dior Invisible UV: invisible SPF protection 50+ PA++++

https://ymaho.com/dior-invisible-uv-invisible-spf-protection-50-pa

Dior launches Invisible UV Fluid and stick with SPF 50+ without white cast. Transparent protection and reapplication over makeup. Learn details of LVMH strategy.

Shiseido recalls retinol serum: risk of photodermatitis

https://ymaho.com/shiseido-recalls-retinol-serum-risk-of-photodermatitis

Shiseido recalls batch Night Reform No. B327 due to risk of photodermatitis. Learn the causes, consequences, and forecasts. Check your serum now.

Dairy products and uterine fibroids: new data 2026

https://ymaho.com/dairy-products-and-uterine-fibroids-new-data-2026

The SELF study proved: regular consumption of dairy products slows fibroid growth by 19–26%. Learn how to adjust your diet to protect your health. Read details.

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