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Being found by AI does not necessarily mean being recommended when a prospective client asks who they could work with.
For that recommendation to be useful, the answer needs to connect your expertise with the person’s particular challenge – and give them a credible reason to consider you.
Following our exploration of professional authority in episode 10, this conversation examines how that authority can translate into visibility in AI answers, including the role of your website, published content and evidence beyond your own claims.
In this episode
Lynnaire speaks with Tony Restell, founder of Social Hire (social-hire.com), about the company’s recently launched AI search optimisation service and what his team has learned from applying its approach to their own business and early clients.
Tony describes the shift he has observed from search results that present links towards AI answers that recommend providers and explain those recommendations. He outlines three areas of work: making website information easier to interpret, building external evidence of credibility and publishing answers to questions prospective clients ask.
The conversation explores why a clear specialism can give a business a more focused opportunity to appear in relevant answers, and why someone researching a challenge may encounter your expertise well before they are ready to contact a provider.
Lynnaire and Tony also discuss the role of personal LinkedIn® articles and newsletters, attribution of original ideas, and the challenges of measuring visibility across tools that can produce different answers for different users.
Five key takeaways
Episode chapters
1:00 – From visibility and authority to AI recommendations
2:43 – The shift in buyer research and search behaviour
8:38 – Schema markup and making website information understandable
15:00 – Social Hire’s experience and early client examples
22:03 – Early adoption, citations and attribution
27:00 – External credibility and questions that show buyer intent
33:36 – The role of LinkedIn articles and newsletters
36:57 – Testing visibility across AI tools
45:43 – Who can benefit and how to contact Tony
48:03 – What businesses misunderstand about AI discoverability
Examining your own AI discoverability
Begin by identifying a specific situation in which you would want a prospective client to find you. What challenge are they facing, and what expertise would make you a suitable person or business to consider?
Then examine three areas:
Understood – Does your website clearly explain who you work with, what you do and the challenges you address? Ask your website provider what structured data is already in place and whether it accurately represents your visible content.
Supported – What credible evidence beyond your own descriptions supports your expertise? Look at relevant reviews, recommendations, interviews, published work and independent mentions.
Useful – Does your public content answer the questions people ask before they decide to engage someone? Review existing articles and resources before assuming you need to create more.
Finally, test a small set of relevant questions across several AI tools and record the results over time. Distinguish between a mention, a citation linking to your content and a recommendation explaining why someone might choose you.
Schema markup is one element to investigate, rather than a guarantee of recommendations. Google states that no special schema is required for its AI Overviews or AI Mode, and that established SEO fundamentals remain relevant. Structured data should reflect information visitors can also read on the page.
About Tony Restell
Tony Restell is the founder of Social Hire, which has worked with B2B businesses on social media marketing and social selling since 2012. The company has recently expanded its services into AI search optimisation.
Connect with Tony:
https://www.linkedin.com/in/tonyrestell/
Social Hire’s AI search optimisation service:
https://social-hire.com/ai-search-optimization-geo-services
Resources mentioned and further reading
From Benchmarks to Blueprints: The LinkedIn Revenue Engine for B2B – Factors.ai
The research Tony references examines the buying journey and engagement across buying committees. Its report page describes buyer research beginning around 124 days before a deal appears in the CRM.
https://www.factors.ai/lp/benchmarks-to-blueprints-linkedin-report
The Biggest B2B Marketing Mistake? Reaching Too Few, Too Late – LinkedIn
LinkedIn’s summary of the Factors.ai research, published on 24 September 2026.
https://www.linkedin.com/business/marketing/blog/research-and-insights/the-b2b-marketing-mistake-thats-costing-you-the-deal-outcomes
AI features and your website – Google Search Central
Guidance on website eligibility and best practices for Google’s AI Overviews and AI Mode.
https://developers.google.com/search/docs/appearance/ai-features
The Link∙Ability Blueprint
The Link∙Ability Blueprint is the strategic framework underpinning Lynnaire’s approach to professional visibility, bringing together Discovery, Perception, Connection and Momentum to build visibility, credibility and opportunity.
https://linkability.biz/services/the-linkability-blueprint
About Lynnaire Johnston
Lynnaire Johnston is a LinkedIn® + AI Visibility Specialist, author of Link∙Ability: 4 Powerful Strategies to Maximise Your LinkedIn Success and the co-author of Business Gold: Build Awareness, Authority and Advantage with LinkedIn Company Pages.
She works with business owners and senior professionals to build purposeful visibility, credible authority and stronger discoverability in the AI era.
Explore more from Link•Ability
Find podcast episodes, practical LinkedIn® and AI guidance, videos, articles, books and Link•Ability guides – all in one place: linkability.biz/about-us/resources
Visibility may enable someone to find you, but it does not automatically make your expertise understandable, believable or relevant.
Being found is only the beginning. Before visibility can create an opportunity, someone must understand what you know, find enough evidence to trust your expertise and remember you when a relevant decision arises.
The more useful question, then, may not be how to become more visible, but whether the evidence attached to your name gives the right person sufficient reason to take the next step.
In this episode
Lynnaire looks back at the foundations established during the first nine episodes of The Visibility Advantage and introduces the podcast’s next phase: the journey from visibility towards recognised authority.
She explores the progression from being visible to being understood, trusted and ultimately chosen – and why an impressive title, large audience or high volume of content does not necessarily establish professional authority.
The episode introduces three forms of evidence that contribute to authority: what we claim about ourselves, how we demonstrate our expertise and what credible people or sources beyond us corroborate.
Lynnaire also considers how professional evidence is interpreted by both people and AI systems, before introducing the Link∙Ability Authority Audit – a practical way to examine whether the information attached to your name supports the expertise you claim and the opportunities you want.
Five key takeaways
Episode chapters
2:52 – From visibility to authority
4:44 – Visibility is not the finish line
10:58 – What makes expertise believable?
17:12 – Authority is interpreted by people and machines
23:19 – The Link∙Ability Authority Audit
29:05 – From visibility to opportunity
The Link∙Ability Authority Audit
The Link∙Ability Authority Audit is a practical diagnostic for examining whether the evidence attached to your name supports the expertise you claim and the opportunities you want.
Begin with a blank page and three headings:
Claimed – What do you say about your expertise through your LinkedIn profile, website, biography and professional introductions?
Demonstrated – Where can someone see your knowledge, experience and judgement in action through your articles, posts, presentations, interviews, case studies or other work?
Corroborated – What do recommendations, testimonials, appointments, published work and other credible external sources confirm about you?
Compare the three lists. Do they reinforce one another? Is important evidence missing, outdated, buried or attached to work you no longer want to be known for?
Finally, identify the opportunity you want this evidence to support. Would someone making that decision find enough relevant and credible evidence to feel confident taking the next step?
The Link∙Ability Blueprint
The Link∙Ability Blueprint is the strategic framework underpinning Lynnaire’s approach to professional visibility, bringing together Discovery, Perception, Connection and Momentum to build visibility, credibility and opportunity.
linkability.biz/services/the-linkability-blueprint
About Lynnaire Johnston
Lynnaire Johnston is a LinkedIn® + AI Visibility Specialist, author of Link∙Ability: 4 Powerful Strategies to Maximise Your LinkedIn Success and the co-author of Business Gold: Build Awareness, Authority and Advantage with LinkedIn Company Pages.
She works with business owners and senior professionals to build purposeful visibility, credible authority and stronger discoverability in the AI era.
Explore more from Link•Ability
Find podcast episodes, practical LinkedIn® and AI guidance, videos, articles, books and Link•Ability guides – all in one place: linkability.biz/about-us/resources
There is more content competing for our attention on LinkedIn® than ever, and no shortage of advice about how to “stop the scroll”.
But can anyone really know what will make another individual stop?
LinkedIn itself increasingly treats relevance as highly individual, using hundreds of signals and sophisticated AI systems to determine what each member may want to see. Perhaps, then, the more useful question isn’t simply how to capture attention, but what we give people in return when we get it.
In this episode
Lynnaire questions one of the most persistent assumptions in LinkedIn content strategy: that there is a reliable formula for stopping people as they scroll through the Feed.
She shares what happened when she deliberately observed her own behaviour on LinkedIn for several days – what made her stop, what she ignored and how inconsistent even one person’s attention turned out to be.
She also explores the difference between attracting attention and building professional visibility; why competent content is becoming less distinctive as content production becomes easier; and why expertise, experience, evidence, judgement and interpretation may matter increasingly in an abundant content environment.
Finally, she looks beyond the individual post to what happens when good content creates curiosity. If somebody decides to investigate the person behind the post, the rest of their LinkedIn presence needs to substantiate the impression that content has created.
Five key takeaways
Episode chapters
1:30 – Are we asking the wrong question about attention
2:35 – There is more content competing for our attention
4:20 – What actually makes me stop
7:28 – My attention isn’t consistent. Why would yours be
8:02 – LinkedIn is trying to solve the same problem
10:15 – Attention isn’t necessarily valuable
14:29 – Content is abundant. Contribution isn’t
16:26 – What happens when somebody wants to know more
16:51 – I’m not going to give you the answer
The Link∙Ability Blueprint
The Link∙Ability Blueprint is the strategic framework underpinning Lynnaire’s approach to professional visibility, bringing together Discovery, Perception, Connection and Momentum to build visibility, credibility and opportunity.
linkability.biz/services/the-linkability-blueprint
About Lynnaire Johnston
Lynnaire Johnston is a LinkedIn® + AI Visibility Specialist, author of Link•Ability, four powerful strategies to maximise your LinkedIn success and the co-author of Business Gold, Build Awareness, Authority and Advantage with LinkedIn Company pages.
She works with business owners and senior professionals to build purposeful visibility, credible authority and stronger discoverability in the AI era.
Explore more from Link•Ability
Find podcast episodes, practical LinkedIn® and AI guidance, videos, articles, books and Link•Ability guides – all in one place: linkability.biz/about-us/resources
Professional visibility rarely produces its most valuable results immediately.
An enquiry, recommendation, speaking invitation or approach about a new role may appear to come out of nowhere. But behind that opportunity may be months or years of accumulated evidence – a LinkedIn® profile, articles, conversations, recommendations, podcast appearances and other encounters that gradually build recognition and credibility.
Momentum is what allows that evidence to accumulate.
In this episode
Lynnaire explores Momentum, the fourth and final pillar of the Link∙Ability Blueprint, and why it is very different from simply being more active on LinkedIn.
She looks at how recognition develops into association, corroboration and authority; why stop–start visibility makes professional discoverability harder; and why maintaining Momentum doesn’t require becoming a content machine.
She also shares two contrasting real-world examples. In one, years of accumulated visibility resulted in Lynnaire being repeatedly recommended by AI to someone looking for a conference presenter – ultimately leading to two paid workshops. In the other, a business owner with more than 20 years’ experience has built almost no visible Momentum on LinkedIn despite having the expertise and professional advice to do so.
Five key takeaways
Episode chapters
3:41 – What Momentum really means
6:50 – Why visibility loses Momentum
12:11 – What Momentum builds
14:36 – People aren’t the only audience anymore
16:11 – When Momentum turns into opportunity
18:22 – When Momentum never gets started
21:19 – Momentum makes the Blueprint a system
22:36 – Building Momentum you can maintain
26:34 – The compounding effect
27:45 – Don’t confuse Momentum with metrics
29:12 – Momentum needs direction
30:11 – The complete Link∙Ability Blueprint
The Link∙Ability Blueprint
The Link∙Ability Blueprint is the strategic framework behind this episode, bringing together Discovery, Perception, Connection and Momentum to build visibility, credibility and opportunity.
linkability.biz/services/the-linkability-blueprint
About Lynnaire Johnston
Lynnaire Johnston is a LinkedIn® + AI Visibility Specialist, author of Link•Ability, four powerful strategies to maximise your LinkedIn success and the co-author of Business Gold, Build Awareness, Authority and Advantage with LinkedIn Company pages.
She works with business owners and senior professionals to build purposeful visibility, credible authority and stronger discoverability in the AI era.
Explore more from Link•Ability
Find podcast episodes, practical LinkedIn® and AI guidance, videos, articles, books and Link•Ability guides – all in one place: linkability.biz/about-us/resources
LinkedIn® is changing – but it is not always clear what those changes add up to or where the platform is heading.
Organic reach has fallen. Paid visibility is becoming more prominent. AI is influencing what we see, what we create and how expertise is discovered beyond LinkedIn itself. Meanwhile, professionals and businesses are trying to determine which activities still matter and where their time is best spent.
In this episode
Lynnaire is joined by recognised LinkedIn expert and host of the Informed podcast John Espirian for a candid discussion about the platform’s direction and what it means for professional visibility.
They explore the value of comments and private conversations, how LinkedIn content may contribute to answers generated by external AI tools, and why the quality and consistency of your visible expertise still matter – even when individual posts receive disappointing reach.
They also consider the growing importance of private communities, the challenges facing people who are only beginning to build their professional presence, and the human behaviours that can make someone noticed and remembered in an increasingly automated environment.
Five key takeaways
Episode chapters
0:59 – Introduction – Seriously, LinkedIn, what are you doing?
2:48 – What is LinkedIn trying to do?
4:41 – Should we spend more time commenting?
8:56 – Can external AI tools find LinkedIn content?
13:11 – Do content quality and views affect AI discoverability?
15:41 – Will private communities become more important?
20:11 – How can someone starting now build visibility?
24:41 – Which new LinkedIn features are worth watching?
30:30 – What can make us more memorable in the age of AI?
33:11 – Closing reflections
About John Espirian
John Espirian is an independent LinkedIn trainer and consultant, author of the personal-branding handbook Content DNA, leader of the Espresso+ community and host of the long-running Informed podcast.
Known for his “relentlessly helpful” approach, John teaches business owners how to become noticed, remembered and preferred.
Connect with John and explore his work
John Espirian on LinkedIn:
linkedin.com/in/johnespirian/
Informed podcast – John’s long-running podcast sharing practical advice about LinkedIn, content and personal branding:
espirian.co.uk/informed/
Espresso+ – John’s private membership community for small business owners who want to build their personal brands and become noticed, remembered and preferred:
espirian.co.uk/join/
About Lynnaire Johnston
Lynnaire Johnston is a LinkedIn® + AI Visibility Specialist, author of Link•Ability, four powerful strategies to maximise your LinkedIn success and the co-author of Business Gold, Build Awareness, Authority and Advantage with LinkedIn Company pages.
She works with business owners and senior professionals to build purposeful visibility, credible authority and stronger discoverability in the AI era.
Explore more from Link•Ability
Find podcast episodes, practical LinkedIn® and AI guidance, videos, articles, books and Link•Ability guides – all in one place: linkability.biz/about-us/resources
A few months ago, someone left a considered comment on a LinkedIn post about hybrid work policy. Three lines, nothing clever – just a thoughtful pushback on one part of the argument, backed by what she’d actually seen work in her own team. She’d probably forgotten writing it within the week. Six weeks later, it was the reason her name came to mind when someone needed to fill a seat on a leadership panel. That’s Connection: not virality, not reach – a comment, remembered, at the moment it mattered.
In this episode
Lynnaire Johnston introduces Connection, the third foundation of the Link•Ability Blueprint, building on the Discovery and Perception foundations covered in earlier episodes. She explains why building meaningful professional presence doesn’t require a content calendar — just ten focused minutes spent in the right places. Lynnaire unpacks the mechanics behind micro-interactions, strategic generosity, relational visibility, network alignment, and long-term trust-building, then translates each into three concrete weekly actions: leaving a genuinely substantive comment, sending a direct message that opens a real conversation rather than a pitch, and auditing network alignment against where a leader is actually headed.
Key takeaways
Links mentioned
Take the next step
If you’re not sure whether your comments, your messaging, or your network alignment need the most attention right now, the Executive Strategic Visibility Review is built to show you exactly that. It’s a one-off audit that reveals where your visibility stands. You’ll find the details in the links above.
Explore more from Link•Ability
Find podcast episodes, practical LinkedIn® and AI guidance, videos, articles, books and Link•Ability guides – all in one place: linkability.biz/about-us/resources
Every AI tool composes its own version of you and this episode shows senior leaders what those systems reward, and how to close the gap between their expertise and their visibility. When one Link•Ability member gave the same prompt to ChatGPT, Claude, Gemini, and Perplexity — incognito — she received four noticeably different professional reputations. Lynnaire Johnston returns to Perception, the second foundation of the Link•Ability Blueprint, to unpack why AI rewards coherence over credentials. The 2026 research is blunt: around 75% of AI-cited LinkedIn content comes from individual profiles, just over half of cited voices have fewer than 10,000 followers, and content older than a year barely registers. You'll learn how to run the four-model test on yourself, audit the alignment between your profile and your activity, and publish content AI can actually cite – specific, structured, named, and fresh. Being found is only half the game; being trusted is the other half.
SHOW NOTES
A board chair, a conference organiser, and a prospective client each put your name into an AI tool and each one may receive a different version of you. When one senior professional gave the same prompt to ChatGPT, Claude, Gemini, and Perplexity, incognito, the four tools composed four noticeably different professional reputations from four different corners of her footprint. You don't control which version the decision-maker sees. But you can control whether every version tells the same story.
In this episode
Lynnaire Johnston returns to Perception, the second foundation of the Link•Ability Blueprint, because the evidence has caught up with the argument she made last episode. She explains why AI rewards coherence over credentials – parsing the alignment between your profile, your content, and your activity rather than weighing your CV – and why these systems give no second chances to presences that don't add up. Drawing on converging 2026 research from Meltwater, Semrush, and Profound, she breaks down what actually predicts whether AI surfaces you: individual voice, relevance, structure, and freshness – not reach. The episode closes with three practical actions any time-poor senior leader can take this fortnight, and an honest look at where trust fits once the machines have found you.
Key takeaways
Links mentioned
Take the next step
If you ran the four-model test in your head while listening and didn't love the answer, the Link∙Ability Blueprint is designed for exactly this moment. It’s a strategic framework for LinkedIn visibility, credibility, and opportunity in the AI era. It explains how LinkedIn and AI systems actually work – and what professionals need to build before visibility, credibility, and opportunity can compound. At linkability.biz/services/the-linkability-blueprint there are editions for executives, coaches, consultants, job seekers, and business owners that are free to access.
Explore more from Link•Ability
Find podcast episodes, practical LinkedIn® and AI guidance, videos, articles, books and Link•Ability guides – all in one place: linkability.biz/about-us/resources
You can be found by the right people and still be invisible to the systems now deciding who gets the room. This episode introduces Perception – the second foundation of the Link•Ability Blueprint – and the three seconds after someone lands on your profile that decide whether your expertise actually registers.
In this episode
Lynnaire Johnston explains why professional reputation now runs on two parallel systems: the relationship-based reputation that has carried senior careers for decades, and a second, data-based system – LinkedIn's algorithm and the AI tools sitting on top of it – that can't see a track record unless it's written down somewhere it can read. She breaks down the five elements of a LinkedIn profile that determine which way that gap tips, walks listeners through a five-minute exercise to measure their own perception gap, and shares a real client result that shows what closing the gap looks like in practice over time.
Key takeaways
Links mentioned
Explore more from Link•Ability
Find podcast episodes, practical LinkedIn® and AI guidance, videos, articles, books and Link•Ability guides – all in one place: linkability.biz/about-us/resources
Most senior leaders have a book in them. Very few ever let it out — and the ones who do often watch it disappear without trace. This conversation is about why that happens, and what the leaders who get it right do differently.
In this episode
Lynnaire Johnston is joined by Jaqui Lane and Gillian Whitney — two of the region's leading book strategists — for a conversation about why a business book remains one of the most powerful visibility tools available to a senior professional, even in an age where AI can generate content at scale. Jaqui works with executives to develop books that are strategically positioned from the first word; Gillian focuses on making books work as long-term marketing and visibility assets. Together, they cover what holds capable leaders back, what separates a book that opens doors from one that collects dust, and why the AI era has actually raised the credibility stakes for authors who do the work properly.
Key takeaways
Links mentioned
About Jaqui Lane
Jaqui Lane is a book strategist and publishing consultant based in Australia who works with senior leaders and executives to develop business books that do strategic work — from the first concept through to publication. She brings a rigorous, purpose-first approach to the writing process and works with clients across Australia and New Zealand.
Connect with Jaqui on LinkedIn at linkedin.com/in/jaquilane/
About Gillian Whitney
Gillian Whitney is an author visibility strategist and Toastmasters-trained communicator based in the United States who helps authors treat their books as long-term marketing assets. She specialises in building the visibility platforms and promotional strategies that ensure a book reaches the audience it was written for.
Connect with Gillian on LinkedIn at linkedin.com/in/gillianwhitney/
Explore more from Link•Ability
Find podcast episodes, practical LinkedIn® and AI guidance, videos, articles, books and Link•Ability guides – all in one place: linkability.biz/about-us/resources
A board chair is putting together a shortlist for a non-executive director role. She’s not calling a recruiter. She opens an AI tool and types in the expertise she’s looking for. Your name doesn’t come up. Not because you’re not qualified. Because the AI has never heard of you. In 2026, the first filter isn’t a recruiter’s memory — it’s an algorithm. And if your LinkedIn presence isn’t sending the right signals, you don’t exist to the systems making decisions about you.
In this episode
Lynnaire Johnston unpacks why so many accomplished senior leaders are invisible to the AI tools now shaping professional opportunity — and why posting more isn’t the fix. This episode introduces the first foundation of the Link•Ability Blueprint: Discovery. Lynnaire explains how LinkedIn functions as both a search engine and a data source for AI systems, and what that means for whether your expertise gets found, cited, and recommended. She breaks down the four signals that determine your discoverability — semantic alignment, topic consistency, network interactions, and comment-led visibility — and shows why this is a structural problem, not a personality problem, and one any senior leader can fix.
Key takeaways
Explore more from Link•Ability
Find podcast episodes, practical LinkedIn® and AI guidance, videos, articles, books and Link•Ability guides – all in one place: linkability.biz/about-us/resources
From the publisher's feed
The Visibility Advantage Podcast is the show for senior leaders and business owners who want to build strategic visibility in a world being reshaped by AI — without becoming someone they’re…