SJKLabs

The organisational intelligence company

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Organisational intelligence for how you’re understood.

Intelligence. Strategy. Narrative. Delivery.

SJK Labs brings together organisational intelligence, positioning, Narrative Architecture and communications.

We turn intelligence into a clear strategy—then hand your team the keys or get to work alongside you.

Cover of the B2B AI Legibility Report
Exhibit AOriginal SJK Labs research: 50 companies / 4 AI platforms / 6 dimensions

CLIENTS WE’VE WORKED WITH

MEET NOSEY · OUR PROFESSIONALLY CURIOUS INVESTIGATOR

Nosey gets into
your business.

Orbiting the web. Spotting connections. Asking better questions.

Nosey is our professionally curious investigator. He looks for connections between what you say, do and prove, what customers are saying, and what humans and AI understand.

His job? Ask questions, follow clues and spot connections, contradictions and opportunities worth a closer look. Humans lead the research, interpretation and advice.

Meet Nosey ↗
Nosey, SJK Labs’ professionally curious investigator, a little moon with an orange nose and a green notebook
NoseySJK Labs’ professionally curious investigator

WHAT WE LOOK AT

01 What you say
02 What you can prove
03 What the market hears
04 What AI reconstructs

THE EVIDENCE

AI systems do not repeat your website or marketing.

They draw on multiple sources, including websites, reporting and reviews. We examine the gaps between what you say, what you can prove, what the market hears and what AI reconstructs.

In our study of 50 B2B companies across ChatGPT, Gemini, Claude and Perplexity:

32/50
Wrong or incomplete competitive frame
30/50
Narrative or differentiation problem
23/50
Entity recognition or wrong-company issue
17/50
Proof that AI failed to surface
Download the full report ↗
Findings page from the B2B AI Legibility Report
Actual page / B2B AI Legibility Report / May 2026

This is not an SEO problem.

HOW CAN WE WORK TOGETHER? WE CAN START HERE.

Don’t guess.
Test the story.

The AI Legibility Audit is one starting point within our wider organisational intelligence work. It tests how four AI systems describe your company and compares their answers with your positioning and public evidence, identifying what to investigate and improve.

Ask about the audit ↗
AI LEGIBILITY AUDIT6 BUYER QUESTIONS × 4 AI SYSTEMS

What buyers ask

We ask the same six questions across ChatGPT, Gemini, Claude and Perplexity.

  1. 01What does this company do?
  2. 02Who is it for?
  3. 03What problem does it solve?
  4. 04What makes it different?
  5. 05Is it credible?
  6. 06Who are the main alternatives?

The Scriptwriter Test

Each answer is assessed against six dimensions. This matters because visibility is useless if your company is reconstructed inaccurately, generically or without proof.

01ClarityCan someone quickly understand what you do?
02AccuracyDoes the answer reflect the business as it actually is?
03DifferenceIs the reason to choose you distinct and memorable?
04Customer painDoes the story connect to a real buyer problem?
05ProofCan important claims be verified across the public footprint?
06Category fitAre you placed in the category you want to compete in?

Output: what is clear / what is missing / why the gap exists / what to change first

HOW WE WORK

From research
to delivery.

We investigate the business, agree the positioning, develop the narrative and deliver the communications. That can include messaging, written content, thought leadership, PR and campaigns. We then review the response and refine the work.

Our technology supports the research. Humans lead the strategy, creative work and delivery.

PHASETHE QUESTIONTHE WORK
01 / Investigate

What do we need to know?

Research, leadership interviews and a review of customer feedback, public information and supporting evidence.

02 / Position

What should you be known for?

Define the audience, proposition, competitive position and the evidence behind the claims.

03 / Architect

How should the story work?

Develop the core narrative, messaging and proof structure for websites, sales materials, leadership and communications.

04 / Activate

How do we put it into practice?

Create content, shape thought leadership and spokesperson material, and develop PR opportunities and campaigns.

05 / Retest

What changed?

Review market and AI responses, repeat relevant diagnostics and refine the strategy, story and communications.

Sarah Kemp, founder of SJK Labs
Sarah Kemp / Founder / SJK Labs

WHO IS BEHIND SJK LABS?

Some have called her The Founder Whisperer.

I get up to speed quickly, spot the commercial opportunity and articulate what founders have struggled to make other people understand.

I founded SJK Labs and developed the intelligence system, drawing on 20 years across communications, marketing, journalism and organisational reputation, including communications leadership at PageGroup and Moove.

My work spans hospitality, SaaS, recruitment, fintech and mobility. I host PRception, am a member of AI Circle and lead The AI Social’s Brighton & Hove chapter.

Find Sarah on LinkedIn ↗
PRception

THE SJK LABS PODCAST

Explore the podcast ↗

How perception is shaped in the AI era.

On PRception, Sarah speaks with founders, researchers and operators exploring AI, communications and organisational understanding.

These conversations inform the research and thinking behind SJK Labs’ organisational intelligence work.

THE STARTING POINT

Bring us the problem.

And if you know there’s a problem but can’t put your finger on what it is, let’s chat.

Book a conversation ↗