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Business authority, narrative architecture and AI visibility

Your competitors are taking revenue that should be yours.

If buyers, journalists, search engines and AI systems cannot clearly understand what makes you credible, someone less capable but more legible will fill the gap.

SJK Labs helps businesses turn expertise into authority infrastructure: clearer positioning, stronger proof, sharper media logic and a digital ecosystem that can hold up in an AI-first world.

Free diagnostic tool

See how legible your business actually is.

The Legibility Snapshot gives you a fast external read on how clear, credible and easy to hold your business looks from the outside — before you spend more time and budget on content, PR or visibility.

The Gap Where the market still has to work too hard to understand or trust the brand.
The Asset What proof or authority already exists, but is not yet doing enough work publicly.
The Window What narrative territory still looks ownable from the outside.

Ways to Work With Us

We know you don't like bloated retainers. We don't either.

01

The Scriptwriter Test™

Diagnostic

The first filter for businesses that know something is off, but cannot yet tell whether the problem is positioning, stakes, voice or all three.

  • Tests the protagonist, stakes and dialogue inside your messaging.
  • Shows where the story breaks before anyone reaches for tactics.
  • Creates a clear narrative diagnosis you can actually act on.
02

AI Visibility & Narrative Audit

Strategic diagnostic

A strategic audit of how visible your business currently is in AI search, how coherent your owned-channel narrative is, and what needs fixing before authority-building can work.

  • Shows what your website, spokesperson and owned channels are actually saying.
  • Identifies where the narrative fragments, thins out or stops compounding.
  • Gives you a clear strategic read on what to fix before you invest in more authority work.
03

Narrative Development

Positioning system

The story architecture that turns expertise into clear language, sharper stakes, stronger differentiation and a more coherent commercial narrative.

  • Defines the core narrative, proof hierarchy and category position.
  • Translates insight into messaging your team can actually use.
  • Creates the strategic language your website, PR and content can compound.
04

Authority Building

Retained execution

The ongoing layer where strategy becomes execution: turning a clear narrative into repeated public signals across PR, founder visibility and owned channels.

  • Creates the narrative, proof and point of view that shape how your brand is cited, understood and remembered.
  • Connects PR, positioning and GEO-informed communications across channels.
  • Compounds month over month - every article, podcast and interview reinforces the same narrative across the surfaces AI retrieves from.
Flagship report · Finance Edition

The B2B AI Legibility Report

How AI systems describe 50 regulated businesses, where narratives break under machine reading, and what companies should do now.

This is the clearest public expression of how SJK Labs thinks about the first reader being a machine, why your customer must be the protagonist, and why narrative architecture now shapes what gets retrieved, repeated and believed.

This is not theory

I did not just advise on this. I built a live case study.

Not Built For This and Doom Pile sit here as proof that the work does not stop at advice. I use the same narrative, positioning and authority logic inside my own ventures.

That matters because this work is not abstract. The ecosystem shows how strategy, media, product and public signal can reinforce one another across search, AI, media and buying moments.

  • Not Built For This Consumer-facing media and tools for neurodivergent and overwhelmed people.
  • Doom Pile A live product built to solve a real execution problem, not a theoretical one.
  • PRception Ongoing authority signal showing how attention becomes trust, category position and commercial memory.
Sarah Kemp, founder of SJK Labs
Founded by

Sarah Kemp

Narrative architect, journalist and authority strategist helping expert-led and founder-led businesses become easier to understand, trust and choose.

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Why this approach works

I founded SJK Labs to solve a problem I kept seeing across twenty years in marketing, communications and journalism: people and companies with real expertise were not being understood, valued or chosen at the level they should have been.

Most positioning advice tells businesses to post more, niche down, and produce more content. SJK Labs takes a different approach. I work as a narrative architect, helping expert-led and founder-led businesses improve positioning, authority and AI discoverability so they become easier to understand, trust and choose. Using interviews, document analysis and pattern recognition, I uncover the story, authority signals and positioning a business already has, but is not yet communicating clearly.

That process led me to develop The Scriptwriter Test™, a diagnostic framework for identifying why authority is not landing, where perception is breaking down, and what needs to change for a business to become more legible to the market, and to AI systems increasingly doing the work of discovery on a buyer's behalf.

I trained as a journalist and have spent years working with founders, executives and public figures across business, culture and media. My work as a PR professional and journalist has generated coverage in Bloomberg, Nikkei, Dazed & Confused and across UK national titles. My podcast reached the Apple Music top 10.

I'm also building my own ecosystem as a live case study in authority, discoverability and product-market legibility. SJK Labs is the strategy and authority hub, Not Built For This is the media and tools brand, and Doom Pile is the product proof.

I'm neurodiverse. The pattern recognition, systems thinking and refusal to accept that things have to be done the way they have always been done are not separate from the work. They are the work.

Expertise deserves to be seen clearly. That is why I built SJK Labs.

Start with the part that makes the rest work.

If your business is stronger than the signal around it, the next step is not more noise. It is diagnosis. Start with The Scriptwriter Test™ or the AI Visibility & Narrative Audit, or book a call if you want help deciding which one fits.