Build radar
Oct 23Claude Code v2.1.310Oct 23Vercel AI SDK @ai-sdk/harness-pi@1.0.166Oct 24MoonshotAI: Kimi K3.1 Pro · OpenRouterOct 24AI News: Your AI agent no longer needs the master key to Stripe
Sources 33Updates always the freshest
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From my knowledge baseNews on this topicHubs in this zoneWhere engagement is highestCreator pipelineFormats and dataData and income
Zone 2 · Scaling

Organic growth: formats, data and creator tools

Platform data, engagement benchmarks and creator tools from open sources. What works on TikTok, Instagram and YouTube and how to turn reach into income.

5platforms in the radar
4figures from studies
33open sources
A content rhythm in two hours
Writing and workshops

From my knowledge base

BlogOct 20Day 6: set up a weekly content rhythm

The sixth day of the week with AI: plan a publishing rhythm that fits your calendar. Two hours a week, one post and a simple split of work between you and AI.

BlogOct 20AI-assisted content and Google’s rules: what is fine, what is spam

How Google's documentation treats AI-assisted content: the focus on quality, the risk of mass-produced pages, fact checking and self-assessment questions.

BlogOct 20From customer questions to a post: a content process step by step

How to turn real audience questions into helpful posts: collecting, grouping, an outline, an AI draft, sources and checking that the text answers.

Shop499 złSocial Media Masterclass 1:1

Uporządkuj tematy i naucz się tworzyć treści z AI własnym głosem. Indywidualny warsztat online, 90 minut.

AI News from my base

News on this topic

AI NewsOct 22Free models turn meeting audio into text in six languages

IBM released three free models that turn speech into text. I explain which one to pick for meeting recordings and which for fast work on your own computer.

Topics to dig into

Hubs in this zone

In this zone

Data radar · Hootsuite and Metricool

Where engagement is highest

Average engagement by platform (Hootsuite, Oct 13, 2026) and figures from studies. These are averages from reports, not a promise.
accounts analysedMetricool: Reels, TikTok and YouTube Shortsposts analysedBuffer: the best time to post on Facebookper 1,000 ad viewsHootsuite: estimated rate on YouTubein the engagement benchmarkHootsuite: average engagement by industry
Creator pipeline

From idea to analysis in four steps

Two sources I use at every step, so I do not have to guess.

  1. 1
    IdeaSee what your niche is watching now and pick one topic.
  2. 2
    FormatChoose a format and sound that work on the platform right now.
  3. 3
    PublishingSettle the posting time and asset sizes before you publish.
  4. 4
    AnalysisCompare the result with the industry average and with competitors.
Want to scale this?In the Scale zone: formats, engagement data, creator earnings and a content rhythm for two hours a week.
Enter the Scale zone →
Metricool · Social Media Examiner · Buffer

Formats and data

Social Media ExaminerOct 15Making Instagram Reels Easier, Faster & Scalable

How to produce Reels faster without losing quality or reach.

MetricoolOct 16Short Video Social Media Engagement Benchmarks 2026

An analysis of 375,462 accounts across Reels, TikTok and YouTube Shorts: views, comments, shares.

MetricoolOct 19Instagram vs. TikTok in 2026: What Does the Data Say You Should Do?

How each platform’s algorithm works and where to publish.

Social Media ExaminerOct 8YouTube Retention Strategy: How to Hook, Hold, and Convert Viewers

A video structure that does not lose viewers in the first seconds.

BufferOct 1413 Trending Sounds on Instagram in October 2026 (+ How to Use Them)

Current songs for Reels.

MetricoolOct 16Facebook Rolls Out Your Algorithm to Let Users Shape Feeds

Users choose what appears in their Feed and Reels.

I only use sources without a paywall; the figures come from the articles the links lead to.

Creator practice

Data and income

Data for your posting plan

Earnings and brand

Platforms change the rules

Newsletter · knowledge from the workshop

Build with AI. Step by step.

I do not copy headlines. Once a week I write about what I test myself while building Frinter, the warehouse agent and sites in 1:1 workshops: what worked, what did not and why.

  • Behind the scenes of my projects
  • Decisions, mistakes and their cost
  • One proven way of working

Pick one thing. Start doing it.

You do not have to know the whole road yet. Pick the area you want to put in order and check the scope of a workshop. That is where we start.

Choose a workshopSee projects