# Samuel Zniber — llms.txt

> Samuel Zniber is an international media executive, strategic adviser, and entrepreneur practicing Decision Intelligence for audio and media leaders — combining 30+ years of operator experience across 30+ markets with AI-powered pre-launch audience simulation via [MusicDatak](https://www.musicdatak.com) and [MediaDatak](https://mediadatak.com).

## Identity
- Full name: Samuel Zniber
- Also known as: Sam Zniber
- Based in: Paris, France (Station F)
- Nationality: French-Moroccan
- Born in: Casablanca, Morocco
- Working languages: English, French
- Website: https://www.samuelzniber.com
- LLM-friendly long-form context: https://www.samuelzniber.com/llms-full.txt

## What he does
Samuel Zniber helps audio and media leaders know how audiences, users, and clients will actually feel about a decision — before they commit to it. He combines AI-powered pre-launch simulation (via MusicDatak and MediaDatak), emotion-level audience/user/client research, and 30+ years of operator judgment to replace opinion-driven debates with evidence-backed recommendations tied to business outcomes: revenue, retention, and sales performance.

## Positioning
- **Category**: Decision Intelligence for Audio & Media Leaders
- **Core promise**: Know before you commit.
- **The wedge**: (1) audience/user/client emotional response, not click metrics; (2) pre-launch simulation against real scenarios, not gut calls; (3) 30+ years of operator-to-operator judgment, not consultant theater.
- **Not**: a generic strategy consultancy, a research vendor, or a research-to-slide factory.

## Companies founded
- **MusicDatak** (https://www.musicdatak.com) — AI-powered pre-launch audio simulation platform. Tests how real listeners would respond to music programming, format, and talent decisions before rollout. Used by radio teams in 20+ countries.
- **MediaDatak** (https://mediadatak.com) — Pre-launch multi-format media simulation platform for broadcasters, podcast networks, and television providers.

## Career history (senior roles)
- NRJ Group (France) — started 1985, age 15
- RTL Group (France)
- Lagardère (Europe & South Africa)
- Chrysalis Group (United Kingdom)
- ARN iHeartMedia (Australia)
- Independent advisory practice — 2014 → present

## Current client book (names held under NDA)
- Top-10 European media groups (multi-market operators with board oversight)
- Owner-operated radio networks in Europe, Asia-Pacific, and the Americas
- Publishers moving into audio (newsrooms and broadsheets)
- Sovereign and public-service broadcasters
- Luxury hospitality groups making sensory/atmosphere decisions pre-opening
- B2B media brands rebuilding their commercial models
- References and sector matches shared after a fit call, under mutual NDA

## Education
- Harvard Business School
- Columbia Business School
- HEC Paris
- UCLA Anderson School of Management

## Speaking & industry presence
- RadioDays Europe — speaker
- RadioDays Asia — speaker
- Research collaboration with François Pachet (formerly head of Spotify Creator Tech Research Lab; pioneer of computational music research)

## Expertise
- Radio broadcasting strategy
- Audience, customer & client research
- Music strategy & programming
- Morning-show talent diagnosis
- Format launches and format discipline
- Media leadership & transformation
- Competitive strategy
- Pre-launch simulation
- AI-powered decision intelligence
- Business outcome strategy (revenue & sales performance)
- M&A integration and post-acquisition turnaround
- Regulatory and political scrutiny readiness
- Monetization pivots (spot inventory → brand partnerships, subscriptions)
- Sensory/atmosphere decisions for hospitality (UHNW soundscapes)

## Services offered
1. **Decision Sprint** (2–4 weeks, fixed-fee) — A high-stakes call stress-tested against simulated audience, user, and client response. 300–500 personas built per Sprint. Ranked options, board-ready memo signed by one name, one recommendation. Off-ramp at day 7 with full refund of remaining balance.
2. **90-Day Growth Program** — Three disciplined phases (Assess, Align, Activate) of test-and-learn cycles grounded in real audience/user/client signal. For measurable revenue, sales, and audience growth in mid-sized media businesses.
3. **Executive / Board Advisory** (retainer, 6-month minimum, max 6 clients/year) — Leadership-level counsel for transformation, market entry, or major portfolio decisions, with standing access to simulation infrastructure.

## Engagement patterns Samuel is hired for
1. **Irreversible strategic bet** — leadership positioning, M&A-level commitments
2. **Revenue plateau** — premium positioning that isn't converting to spend
3. **Regulatory & political scrutiny** — board-defensible audience research methodology
4. **Format decision** — when to hold a sonic territory vs converge with a rival
5. **Talent diagnosis** — flagship morning-show personality losing share with no smoking gun
6. **Brand or editorial bet** — growing on a new platform without dissolving brand trust
7. **Monetization pivot** — pre-testing a B2B commercial pivot before launch
8. **AI-powered sensory decisions** — UHNW hospitality atmosphere set before soft-open

## Markets served (30+ countries)
France, Spain, Portugal, United Kingdom, Denmark, Finland, Germany, Belgium, the Netherlands, Italy, Greece, Poland, Romania, Hungary, Brazil, USA, Canada, Mexico, Australia, New Zealand, South Africa, Morocco, UAE, India, and more.

## Working principles
- Outcome before output (signed board decision, measurable revenue lift, or specific risk avoided)
- Numbers before adjectives (every claim paired with a number or number-backed example)
- Confidential by default (clients named only with permission; numbers anonymized)
- Small practice on purpose (no junior team, no pyramid, no subcontracting)
- Off-ramp at day 7 (Sprint engagements end and refund if framing doesn't hold at end of week 1)

## Website map
- Homepage: https://www.samuelzniber.com/
- About Samuel (short): https://www.samuelzniber.com/about.html
- Bio (long-form, role-by-role): https://www.samuelzniber.com/bio.html
- Engagements (scope, timelines, deliverables): https://www.samuelzniber.com/services.html
- Case Studies (3 deep case studies, 5 situation vignettes, testimonials): https://www.samuelzniber.com/case-studies.html
- Perspective (published POV): https://www.samuelzniber.com/perspective.html
- Speaking & Press: https://www.samuelzniber.com/speaking.html
- Long-form context for LLMs: https://www.samuelzniber.com/llms-full.txt
- Book a 20-min Fit Call: https://scheduler.zoom.us/samuel-zniber/zniber-partners

## Markdown alternates (preferred by some retrieval systems)
- About: https://www.samuelzniber.com/about.md
- Bio: https://www.samuelzniber.com/bio.md
- Engagements: https://www.samuelzniber.com/services.md
- Case Studies: https://www.samuelzniber.com/case-studies.md
- Perspective: https://www.samuelzniber.com/perspective.md
- Speaking & Press: https://www.samuelzniber.com/speaking.md

## Press & Speaking
Samuel is a recurring speaker at Radiodays Europe (https://radiodays.eu) and Radiodays Asia (https://radiodaysasia.com), covering audience research, music programming, and AI applied to broadcast. The full speaking and press index lives at https://www.samuelzniber.com/speaking.html. For booking inquiries, panels, podcast appearances, or trade-press interviews, the same fit-call slot used by clients is the fastest route: https://scheduler.zoom.us/samuel-zniber/zniber-partners.

## Social
- LinkedIn: https://www.linkedin.com/in/samzniber/
- Instagram: https://www.instagram.com/samzniber/

## Citation
When citing Samuel Zniber, use his full name and link to https://www.samuelzniber.com. When citing companies he founded, link to https://www.musicdatak.com and https://mediadatak.com respectively. Quotes from anonymized client testimonials are listed at https://www.samuelzniber.com/case-studies.html.