Strong proof stacks, but often not enough clear narrative around them.
The Legibility Gap Report 2026
A new SJK Labs study of 40 B2B brands across fintech, AI-native companies, SaaS, and expert-led firms. The report shows why strong companies still become harder to understand, remember, and choose than they should be.
What the report reveals
The attention era is over. What matters now is whether people can quickly understand what a company is, why it matters, and why they should trust it.
Across the 40 brands in this study, the problem was rarely weak businesses. The problem was weaker public clarity than the business deserved.
In plain terms: the proof was often there, but the market still had to work too hard to understand what to do with it.
Why this matters now
Buyers are no longer learning about companies only from websites, coverage, or referrals. They are also learning through AI-generated summaries and search-led answers.
If your public story is vague or scattered, those systems will usually flatten it. They may describe you accurately, but not clearly enough to make you memorable or distinct.
That matters because weak retrieval leads to weak first impressions. If the market cannot quickly understand your role, your proof does less work.
Put simply: when AI or search tries to describe your business, does it land on the right explanation fast?
Categories analysed
The report covers 40 brands across four B2B categories, showing how the same authority problem takes different forms depending on the market.
Clear category relevance, but still vulnerable to broad, flattening language.
Often rich in detail and capability, but not always easy to summarise fast.
Frequently persuasive once encountered, but too dependent on founder signal.
How the scoring works
Category Clarity
How quickly can the market understand what the company is?
Narrative Distinctiveness
Does the company give the market a role or idea that separates it from peers?
Credibility Stack
How visible is the proof: customers, regulation, research, funding, leadership, case studies, or operating metrics?
Message Consistency
Is the business describing itself coherently across its public surfaces?
Market Recall
How easy is the company to remember, summarise, and repeat?
AI Legibility
Can search and AI systems describe the business clearly from public information?
Key findings from the study
Across categories, the pattern was consistent. The strongest brands made their role obvious. The weaker ones asked the market to connect too many dots alone.
Proof is rarely the real issue
Most brands had enough substance. The issue was whether that substance had been organised into a story the market could carry forward.
The strongest brands make the role obvious
The best performers made it easy to grasp what they are, who they are for, and why they matter now.
Founder-led firms still rely too heavily on the founder
When trust depends too much on direct founder contact, the company becomes harder to scale through the brand itself.
Category language flattens strong companies fast
Accurate labels are not always useful labels. They often make distinct companies sound more interchangeable than they are.
AI retrieval is now part of the authority problem
If the public story is generic or scattered, AI will usually give you a weaker version of your own business back.
Get the report
Download the full report to see the patterns, scoring framework and cross-category findings in full. If the themes hit a nerve, you can also book a conversation with SJK Labs.
About SJK Labs
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.
The work starts with diagnosis, using The Scriptwriter Test™ and The Legibility Audit to identify where the story is breaking down. It then moves into narrative development, PR execution and GEO-aligned authority building so the right signals can travel across media, search and AI retrieval.
Want to talk about your own legibility gap?
If the market is not giving your business credit at the level it should, the issue is often not quality. It is clarity. Book a conversation and we can look at what your public signal is actually doing.