Preference is often formed before the supplier can see it.
Modern B2B buyers can recognise a problem, investigate possible responses, test organisations and form a preferred shortlist before making direct contact. Authority therefore has to exist before the visible sales process begins.
Important qualification: much B2B buyer research is vendor-funded and self-reported. It supports the direction of travel, not a universal causal law. Frontier therefore uses the evidence to design a more defensible operating model, not to promise that publishing content will create revenue.
The first visible conversation may be a validation event, not the start of the decision.
A business may be evaluated for weeks or months while its sales team sees no lead, meeting or declared opportunity.
In its 2025 Buyer Experience study, 6sense reported that 94% of respondents said their buying group had ordered its shortlist before engaging sellers. Buyers initiated 79% of first contact, and the first vendor spoken to was the eventual winner in 77% of the main survey’s purchases. 1 The main survey involved just under 4,000 respondents, including 20% from the UK and Ireland; technology and services were heavily represented, median purchase values were substantial and the research was produced by a commercial provider. Those limits matter. The study does not prove that every SME purchase follows the same pattern.
Two 2026 Gartner releases point in the same broad direction while adding an important correction. In a survey of 646 buyers, 67% said they preferred a rep-free experience and 45% had used artificial intelligence during a recent purchase. 2 Yet a related release from the same survey said buyers used seven information sources on average and 69% preferred to validate AI-generated insights with sales representatives. 3 The conclusion is not that the human relationship has disappeared. Its role shifts from being the buyer’s first source of information to helping verify fit, context, risk and value at critical moments.
Frontier’s interpretation is that the classic funnel is now an incomplete management picture. Background exposure, anonymous research, peer discussion, search, AI synthesis and internal buying-group work can happen before a supplier enters the observable process. A credible public record is therefore part of commercial infrastructure, not merely a promotional campaign.
Visibility, authority and preference must not be collapsed into one score.
The business or person has been encountered.
A view, impression, mention, event appearance or search result establishes exposure. It does not establish understanding, trust or consideration.
The audience connects the organisation to a relevant problem.
Recognition is stronger than recall of a name. The buyer can explain what the organisation understands and where it may be relevant.
Expertise has become credible enough to inform judgement.
Authority combines relevance, demonstrated competence, honest limits, evidence, consistency and accountability. It can be earned; it cannot be declared into existence.
The organisation appears capable, suitable and defensible to a buying group.
Preference is conditional. Price, implementation, risk, access, incumbent position and later validation can still change the decision.
A human or machine can find and interpret the public record.
Technical eligibility, clear structure and relevant content improve the possibility of discovery. They do not guarantee ranking, citation or recommendation.
Three disciplines, each with a different job
Executive visibility makes expertise attributable to an accountable person. Thought leadership helps a reader understand a consequential problem or decision differently. Corporate storytelling connects purpose, method, people, evidence and outcomes into a coherent organisational account. A founder biography with no useful insight is not thought leadership; a polished story with no proof is not authority; an expert article that contradicts the organisation’s behaviour will not survive validation.
Authority grows when useful expertise can be corroborated.
Thought leadership can reach people a sales process may not see.
The 2025 Edelman–LinkedIn study drew on nearly 2,000 global professionals and focused on “hidden buyers”: finance, legal, operations, procurement and other stakeholders who may influence the decision without becoming the principal user or campaign target. 4 Reported consumption and vendor-evaluation use were similar among target and hidden buyers. The commercially important point is not a headline percentage; it is that useful ideas can travel inside the buying group where direct sales access is limited.
Limit: this is industry-sponsored, self-reported research. It shows reported association and influence, not attributed revenue caused by one publication.Publishing thought leadership does not automatically clear the trust threshold.
The 2024 Edelman–LinkedIn report surveyed nearly 3,500 management-level professionals across seven countries. Its published findings said 52% of decision-makers spent at least an hour a week with thought leadership, yet fewer than half rated the overall quality they saw as good and only 15% as very good. 5 Strong research, a fresh understanding of the buyer’s challenge and concrete guidance were recurring quality markers.
Frontier conclusion: publishing more weak material can make a business more visible while making its expertise less credible.An identifiable expert helps when competence and trustworthiness are evident.
Decades of source-credibility research support the importance of perceived expertise and trustworthiness, while also showing that effects vary by audience, prior attitude, message and context. 6 Executive visibility should therefore reveal responsible knowledge, reasoning and limits, not manufacture a celebrity persona.
Implication: the named executive must be able to defend the substance and the organisation must be able to deliver what the voice implies.Story helps people make sense of evidence and can also persuade beyond it.
A meta-analysis in the Journal of Consumer Research found that narrative transportation is associated with narrative persuasion and depends on characteristics of the story and recipient. 7 That makes corporate storytelling useful for connecting cause, decision, people and consequence. It also creates a control requirement: emotional coherence must never be allowed to replace representative evidence, material caveats or an honest account of failure.
Clear, original, crawlable knowledge matters; “AI authority” is not a guaranteed ranking.
Google’s current guidance says its generative features remain rooted in core search and quality systems. It recommends unique, expert-led, useful content and technical crawlability, while explicitly discouraging supposed AEO or GEO shortcuts and saying no special AI file is needed. 8 OpenAI says OAI-SearchBot access makes a site eligible for ChatGPT search, but placement is not guaranteed and search citations can be incomplete, outdated or incorrect. 9
Boundary: eligibility is not inclusion; inclusion is not prominence; prominence is not buyer trust; buyer trust is not a purchase.Generative-search optimisation evidence is promising, conditional and still immature.
The peer-reviewed 2024 GEO paper reported visibility improvements of up to 40% in its experimental benchmark, with effects varying by domain. 10 A 2026 critical review argues that this does not establish stable, longitudinal, cross-platform organic discoverability. 11 A very recent, unreviewed preprint based on 158,099 generated answers found that retrieval choices explained substantially more citation variation than page features within its datasets. 12
Editorial status: the 2026 papers are emerging preprints, not settled practice. Frontier treats them as an area for continued monitoring rather than a sales claim.The new buyer journey begins before demand becomes visible.
The stages may overlap, repeat or stop. The value of the model is to show where authority can help and where evidence is still missing.
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01
Background exposure
The business, executive or idea is encountered before a live requirement exists.
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02
Problem recognition
A policy, operational, financial or strategic pressure becomes worth examining.
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03
Anonymous investigation
Buyers use editorial, search, peers, events, supplier material and professional networks.
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04
Evidence synthesis
People and AI tools compare claims, sources, stories, proof and alternative explanations.
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05
Buying-group sensemaking
Users, leaders, finance, procurement, legal and other hidden buyers define what is acceptable.
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06
Shortlist and preference
Known options are ranked against fit, credibility, risk, route and defensibility.
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07
Human validation
The seller or expert tests context, implementation, value, risk and claims at the right moment.
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08
Decision and memory
Delivery, loss, experience and observed outcomes influence the next buying journey.
This is not a deterministic funnel. A buyer may enter with an incumbent, framework restriction, prior experience or urgent requirement; stages can compress or disappear. The model organises inquiry. It does not claim to predict an individual buyer.
Eight conditions turn public presence into defensible authority.
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01
Problem relevance
Does the work address a material question the intended audience actually faces?
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02
Reader utility
Will the reader understand something better or make a better next decision?
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03
Evidence integrity
Are facts sourced, interpretations labelled, limits visible and claims proportionate?
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04
Accountable expertise
Is a competent person prepared to own and defend the contribution?
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05
Organisational coherence
Do the story, offer, operating method, behaviour and proof describe the same business?
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06
Independent context
Can the expertise be assessed in a credible sector environment rather than only on a sales page?
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07
Findability and clarity
Can people and search systems access, parse, attribute and revisit the public record?
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08
Continuity and correction
Is the record maintained, updated and corrected as evidence, leadership and outcomes change?
What each discipline contributes
Explains judgement, acknowledges trade-offs and makes expertise attributable.
Frames the problem, brings evidence together and gives the reader a practical way to think or act.
Connects why the business exists, how it works, what changed and what evidence supports the outcome.
Places the contribution alongside the sector issue and subjects it to editorial standards.
This is the operating backbone of School Connection and Care Circle Network.
The platforms are valuable because they connect public-interest sector understanding with responsible opportunities for company expertise, without converting editorial coverage into disguised selling.
Maintain the live sector question.
Official developments, operating pressures, research and organisational change are monitored across connected education or care systems. The starting point is what the audience needs to understand, not what a company wants to promote.
Establish what changed and what remains unknown.
Primary and authoritative evidence is tested, dates and jurisdiction resolved, the affected cohort bounded and connected consequences examined.
Create useful editorial that can stand independently.
The feature, briefing or paper must make the reader better informed even if no supplier is ever contacted. Sources, interpretation, limitations and review points remain visible.
Give relevant expertise a legitimate voice.
A company may add original data, practical experience, executive commentary, implementation learning or a case study used with permission where it materially improves understanding. Inclusion and framing remain editorial decisions.
Connect the issue to the responsibilities it affects.
School and trust leaders, provider executives, registered managers, finance, operations, estates, workforce, quality and technology roles can encounter the work in relevant context. Reach is examined against the addressable sector, not celebrated as raw volume.
Use engagement to improve the next question.
Aggregated or permissioned data can show which topics, formats and resources attract further attention. They can guide research, audience coverage and proportionate follow-up. They do not prove identity, authority, budget or buying intent.
The commercial value depends on the editorial boundary. If favourable coverage can be purchased, the publishing environment loses the very independence that makes a company contribution credible. Commercial participation must therefore be transparent, labelled where required and unable to buy a conclusion.
For a company serving education or care, the outcome is deeper than advertising reach: its expertise can become understandable in the context of a live sector problem; its current audience can be tested against relevant decision responsibilities; and its public record can continue working when buyers, peers, search systems or AI tools investigate the question later. Explore the full operating models for School Connection and Care Circle Network.
A specialist supplier is credible, but largely invisible before a tender.
The company has genuine expertise, a strong delivery record and a website dominated by product descriptions.
A public change creates an operational question for the sector. The company could buy reach, publish a confident sales article or wait for declared demand. The authority-led route is different.
Generic claims give hidden buyers little independent material with which to assess competence or risk.
A sector publication tests the contribution, provides wider context, labels any commercial relationship and links the story to verifiable organisational proof.
The buyer can understand why the business may be relevant; the seller still has to validate fit, route, price, risk and delivery.
No result is invented here. A real programme would require a pre-publication baseline, declared audience, versioned content record, lawful engagement measures and a contribution assessment that distinguishes exposure, influence and attributable commercial outcome.
Measure movement in understanding and consideration, not just audience size.
Measure coverage and gaps against a defined addressable audience, not an undifferentiated mailing total.
Use aggregate and permissioned evidence; separate passive attention from an active request.
Monitor branded search, direct visits, source referrals, citations and a fixed set of repeated search and AI queries, with variation and errors recorded.
Ask buyers what influenced them, retain the evidence and avoid assigning revenue to the last visible click.
A practical authority measurement chain
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01
Baseline
Current awareness, relevant audience coverage, public evidence and search visibility.
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02
Activity
Editorial, executive, research, story, distribution and contribution records.
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03
Response
Relevant reach, engaged reading, return visits, requests and topic progression.
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04
Perception
Recognition, accurate association, credibility and changed understanding.
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05
Commercial movement
Qualified inbound, buying-group access, shortlist entry or a better next decision.
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06
Outcome
Decision, value, reasons for loss, delivery evidence and retained relationship.
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07
Attribution
What the authority work plausibly influenced or supported, and what it can genuinely claim.
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08
Learning
Which question, audience, evidence or format should change next.
For an SME, this makes authority achievable without pretending to be the loudest organisation in the market: own a relevant problem, contribute evidence and remain consistent. For a national company, the same model requires stronger coordination: multiple executives, business units, proof sources and public claims must remain coherent under scrutiny.
Trust is lost when editorial, advertising and intelligence become indistinguishable.
- Does this begin with a material reader question rather than a promotional objective?
- Which statements are verified facts, experience, opinion, interpretation or forecast?
- Can every material factual claim be traced to a current source?
- Is the executive speaking within demonstrated competence and approval?
- Does the corporate storytelling include evidence, trade-offs and relevant limits?
- Would the piece remain useful if the company name were removed?
- Has payment, sponsorship, control or another material interest been disclosed?
- Could the headline or summary survive separate scrutiny from the full article?
- Are engagement data lawful, transparent, necessary and used within their stated purpose?
- Who can correct, update or withdraw the work when the evidence changes?
The UK CAP Code requires marketing communications to be obviously identifiable and says advertorials must be made clear, for example through an “Advertisement Feature” heading. 13 A company contribution selected and controlled independently for its editorial value is not automatically an advertorial; payment or editorial control can change that assessment. The status must be decided and labelled before publication, not left for the reader to infer.
Data protection adds a separate boundary. The Information Commissioner’s Office confirms that UK GDPR can apply to B2B marketing where personal data are processed, and its guidance treats the analysis of interests, habits or behaviour as profiling. 14 A page view should not be silently converted into an individual sales lead. Purpose, lawful basis, transparency, objections, PECR requirements and data minimisation must be considered for the actual processing.
Authority improves the conditions for consideration. It does not manufacture demand.
The buyer studies cited here are largely commercial, global and self-reported. Samples overrepresent experienced buyers, larger purchases and selected categories. Their percentages should not be transplanted into every UK SME decision. The convergence across different studies is more useful than any single number: buyers perform substantial independent work, groups matter and later human interaction often validates rather than initiates understanding.
Narratives can make a case memorable while also over-weighting an exceptional example. Executive visibility can amplify weak judgement or inconsistency. Search and AI systems change quickly, retrieve differently by query and may cite sources incorrectly. Independent measurement therefore needs a fixed method, repeat observations and human review.
Most importantly, communications cannot compensate for poor delivery. The strongest corporate storytelling is the one that operating evidence can continue to support after the contract begins.
What would change the conclusion? Replicated UK-specific buyer research, platform-level longitudinal evidence, controlled attribution studies or durable cross-engine discovery measures could strengthen or narrow the model. Frontier will distinguish that evidence from changing platform advice and commercial opinion.
Evidence and supporting sources used in this paper.
- 6sense, The B2B Buyer Experience Report 2025 . Main survey: just under 4,000 respondents; companion survey: 766. Twenty per cent of the main sample was from the UK and Ireland. Vendor-published, self-reported research; category, seniority and purchase-value composition limits generalisation.
- Gartner, Sales Survey Finds 67% of B2B Buyers Prefer a Rep-Free Experience , 9 March 2026. Survey of 646 B2B buyers conducted August–September 2025.
- Gartner, 69% of B2B Buyers Turn to Sales Reps to Validate AI-Generated Insights , 20 May 2026. Related survey release; vendor research and reported preferences do not establish observed causal behaviour.
- Edelman and LinkedIn, 2025 B2B Thought Leadership Impact Report: Invisible Influence , 2025. Nearly 2,000 global professionals; industry-sponsored, self-reported research.
- Edelman and LinkedIn, 2024 B2B Thought Leadership Impact Report: Reaching Beyond the Ready , 2024. Nearly 3,500 management-level professionals across seven countries; industry-sponsored, self-reported research.
- Pornpitakpan, C., The Persuasiveness of Source Credibility: A Critical Review of Five Decades’ Evidence , Journal of Applied Social Psychology, 2004.
- van Laer, T., de Ruyter, K., Visconti, L. and Wetzels, M., The Extended Transportation-Imagery Model: A Meta-Analysis of the Antecedents and Consequences of Consumers’ Narrative Transportation , Journal of Consumer Research, 2014.
- Google Search Central, Optimizing your website for generative AI features on Google Search , current guidance accessed 18 October 2026.
- OpenAI, Searching the web with ChatGPT and Overview of OpenAI crawlers , current guidance accessed 18 October 2026.
- Aggarwal, P. et al., GEO: Generative Engine Optimization , KDD 2024. Peer-reviewed experimental benchmark; the reported maximum improvement is setting- and domain-dependent.
- Martinez, O., Optimizing Visibility in Generative Engines: A Critical Survey of Generative Engine Optimization (2023–2026) , July 2026. Preprint; not treated as settled or peer-reviewed evidence.
- Chen, M. and Koudas, N., What Drives AI Citations? Content, Retrieval and Model Knowledge in Generative Engine Optimization , 10 October 2026. Recent preprint using two 90-day datasets; findings require independent review and replication.
- Advertising Standards Authority and Committee of Advertising Practice, CAP Code Section 2: Recognition of marketing communications and Recognising ads: Native advertising , current guidance accessed 18 October 2026.
- Information Commissioner’s Office, Business-to-business marketing and Collect information and generate leads , current guidance accessed 18 October 2026.
- NewsCast Media Group, Executive Visibility , Thought Leadership Content , Corporate Storytelling and Why Authority Matters in AI Search , reviewed to define the questions addressed by this paper. These commercial service pages were not treated as independent evidence.
- Frontier Insight Group synthesis. The eight-stage buyer journey, Authority Formation Test, platform application and measurement chain are original Frontier frameworks. Third-party facts remain attributable to their sources.
Method, accountability and reuse
Editorial method. This is an original Frontier Insight Group analytical paper based on research completed by 18 October 2026. It synthesises primary and authoritative public sources, regulatory material, disclosed industry research and, where stated, peer-reviewed or emerging research. The scope and material limitations of each source are recorded in the paper. Public-sector or professional frameworks are translated only where the boundary is made clear; they are not presented as proof of guaranteed outcomes.
Human responsibility. Research systems supported source discovery, comparison and quality checking. Editorial judgement, verification and publication approval remained under human direction.
Corrections. Material corrections or revisions will be dated and described in the version record. Evidence published after the cut-off belongs in a later edition.
Frontier Insight Group (2026). Authority Before Contact: How executive visibility, useful thought leadership and evidence-led storytelling shape the new B2B buyer journey. Frontier Paper 07, version 1.0. Available at: https://frontierinsightgroup.co.uk/research/authority-before-contact/
Copyright and reuse© 2026 Frontier Insight Group. All original editorial analysis, frameworks, diagrams and presentation are protected. Short quotations with full attribution are permitted where lawful. Reproduction, adaptation or commercial redistribution requires permission. Third-party material remains the property of the relevant owner. Public-sector information is attributed to its source and used under the Open Government Licence v3.0 where applicable.
Professional boundaryThis publication is for general business understanding. It is not legal, financial, regulatory, procurement, investment or building-safety advice. Decisions should be tested against the organisation’s facts, duties, professional advice and decision rights.