How Digital Tools Shape Your Customer's Journey
Digital Marketing Strategy
Digital Customer Journey
Your Customer's Journey Has Three Stages. Most South African Businesses Only Show Up at One.
Digital should be seen as a collection of potential and as opposed to a strategy. What determines whether they produce commercial outcomes is whether they are deployed at the right moment in the customer’s journey – and whether they account for how that customer is actually interacting with technology right now.
Quick Answer: Research from the Journal of the Academy of Marketing Science identifies three stages where digital technologies touch a customer’s purchase decision: pre-purchase, purchase, and post-purchase. Most South African SMEs have some digital tools deployed at the first stage – a website, some ads, social media – but significant gaps at the second and third. Closing those gaps, and accounting for how customers interact with technology (typing, voice, AI-assisted search), is where the largest available commercial gains sit for most SA businesses.
The Problem With Buying Tools Without a Framework
Often the typical South African SME’s marketing technology stack includes: a website that was built a few years ago, a Google Ads account managed by someone external, a social media presence of varying activity, possibly a CRM that was set up with good intentions and is now used as a contact list, and a collection of monthly reports that do not tell a coherent story.
Each tool is acquired for a reason. The website to establish presence. The ads to generate traffic. The CRM to manage leads. But the question that is rarely asked when each tool is added is: at which point in the customer’s journey does this tool need to work, and what needs to happen before and after it for it to produce a commercial outcome?
A 2022 framework published in the Journal of the Academy of Marketing Science by Grewal, Guha, Kopalle, Haenlein, and Ramaswamy makes this point with academic precision: digital tools produce strategic outcomes when they are deployed as part of a coherent system of strategic resources – data, technology, human capability, and content – aligned to a customer’s journey across pre-purchase, purchase, and post-purchase stages. Remove any of those resources, or misalign them with the journey stage, and the investment in tools produces activity without commercial return.
Most South African service businesses are missing at least one of those resources. Often more than one. The most common pattern: strong technology investment, weak strategic orchestration. Tools that do not connect to each other, channels that do not inform each other, and a customer journey that has visible gaps between what the business can see and what the customer is actually experiencing.
“A website that converts 2% of visitors and a website that converts 6% of visitors are often using the same technology. The difference is in how well the content, structure, and calls to action are aligned to where the visitor is in their journey when they arrive.”
The Three Journey Stages - and What SA Businesses Are Missing at Each
The JAMS 2022 framework maps digital tool deployment across three stages of the customer journey: pre-purchase, purchase, and post-purchase. What makes the framework practically useful is not the stages themselves – these are well understood – but the identification of what goes wrong when tools are deployed at the wrong stage or without the supporting resources to make them effective.
The table below applies this mapping to the South African SME context specifically – what customers are doing at each stage, which digital tools are in play, and where the most common gaps appear.
Journey Stage | What Your SA Customer Is Actually Doing | The Digital Tools That Shape Their Experience | What Most SA Businesses Are Missing |
Pre-purchase (Awareness & Research) | Searching Google and increasingly ChatGPT or Perplexity. Reading reviews. Asking WhatsApp contacts for referrals. Watching short-form video on TikTok or Reels. Visiting multiple websites before shortlisting anyone. Using voice to ask quick ‘near me’ or ‘best X in Johannesburg’ questions. | Google Search (organic and paid). Google Business Profile. Social media content. Website landing pages. LinkedIn thought leadership. WhatsApp referral networks. Increasingly, AI Overview answers and generative AI tools. | Content optimised only for typed keywords, not for conversational voice queries. Websites that answer ‘what we do’ but not ‘is this the right solution for my specific problem’. No Google Business Profile or a thin one with no reviews. No presence in the AI answer layer. |
Purchase (Decision & Transaction) | Comparing two or three shortlisted options. Looking for social proof – reviews, case studies, named testimonials. Making contact via the channel that feels most natural to them. For SA B2B buyers, this is often WhatsApp or a direct call. Evaluating whether the response is fast and whether the business feels trustworthy. | Website contact forms. WhatsApp Business. CRM systems for response and follow-up. Proposal or quote tools. Online booking or scheduling. Payment systems for e-commerce. | Slow response times on enquiries. No WhatsApp integration for a market that defaults to it. Proposals sent without a follow-up system. CRM not connected to marketing channels so lead source data is lost. No clear, low-friction next step visible on the website. |
Post-purchase (Retention & Advocacy) | Evaluating whether the experience matched the promise. Deciding whether to refer the business to their network. Potentially leaving a Google or social review. Engaging – or not – with post-purchase communication from the business. | Email automation. WhatsApp follow-up sequences. Google Business Profile review requests. NPS or client satisfaction surveys. Loyalty or referral programme touchpoints. | No systematic post-purchase communication. No review-request process. Referrals happening by accident rather than design. Client satisfaction measured informally rather than tracked. The relationship ends at invoice, not at outcome. |
The pattern that emerges across all three stages is the same: most SA businesses have invested in tools for the first stage (generating awareness and traffic) and have significant, often invisible, gaps at the second and third. As the earlier article on disconnected marketing established, these gaps are where marketing spend disappears without producing a measurable commercial return. Leads fall through the gap between enquiry and follow-up. Clients leave without being asked for a review. Referrals happen by accident rather than by design.
How Digital Tools Shape Your Customer's Journey
Why How Your Customer Interacts With Technology Changes Everything
The JAMS 2022 framework introduces a concept that most marketing strategy discussions overlook entirely: modality. The way a customer interacts with digital technology – whether they type a query, speak it aloud, or submit it to an AI system – changes the structure of what they ask, the expectations they bring, and the kind of response that serves them well. Treating all digital touchpoints as if the customer is always typing at a desktop is a strategic error with measurable commercial consequences.
In South Africa in 2026, this matters more than in most markets. The combination of mobile-first behaviour, WhatsApp as a dominant communication channel, AI search tools reaching mainstream adoption, and a linguistically diverse population that communicates differently across contexts means that SA businesses face a wider spread of interaction modalities than most of their counterparts in less digitally fragmented markets.
Interaction Type | How Behaviour Differs | What This Means for Your Marketing |
Typed search | Short, keyword-focused queries. Higher tolerance for browsing multiple results. More likely to compare options and read in depth. More likely to happen on desktop, in a deliberate research moment. | Content and SEO strategies built around specific keyword phrases. Website copy that handles detailed questions. Blog content that addresses comparison-stage research. Structured data for featured snippets. |
Voice search | Conversational, question-based queries. Expects a single direct answer rather than a list of options to browse. Strongly skewed toward local and immediate intent – 76% of voice searches are local queries. More likely to happen on mobile, in a task-oriented moment. Average voice query is 29 words – seven times longer than a typed search. | FAQ content written in natural language. Local SEO prioritised – Google Business Profile, local schema markup. Short, direct answers visible above the fold on mobile. Content structured to answer ‘who is the best X near me’ not just ‘X in Johannesburg’. |
AI-assisted research (ChatGPT, Perplexity, Google AI Overviews) | Conversational queries submitted to a generative AI system that synthesises an answer from multiple sources rather than returning a list. The user may never visit any individual page. 81% of South African respondents in VML’s 2025 Future Shopper report had used ChatGPT or an equivalent. 18% used AI tools to find the best place to buy something. | Content that is authoritative, specific, and citable – the kind AI systems extract and reference in their answers. Backlinks from credible sources. Structured data and schema markup. Consistent brand presence across multiple channels so AI systems can form a coherent view of what your business is and does. |
WhatsApp and conversational messaging | Informal, personal, expecting a fast response. SA B2B buyers frequently use WhatsApp as a first-contact channel regardless of what the business’s official contact process is. The interaction modality is conversational and trust-based – closer to a phone call than a form submission. | A WhatsApp Business presence that responds quickly. Automated acknowledgement so no enquiry feels ignored. A consistent voice across WhatsApp, email, and website so the brand experience does not fragment when the channel changes. |
81% of South African consumers have used ChatGPT or an equivalent AI tool. 18% have used AI tools specifically to find the best place to buy something. The research stage now happens partly inside AI systems that your marketing may not be reaching. (VML Future Shopper 2025 SA)
71% of consumers globally prefer voice search over typing when given the choice. The average voice query is 29 words – seven times longer than the average typed search. These are structurally different interactions that require structurally different content to answer. (Marketing LTB, 2026)
76% of voice searches are for local or ‘near me’ queries. For a South African service business, this means the question ‘who is the best fractional CMO in Johannesburg?’ is being asked by voice, and the answer is being assembled from your Google Business Profile, your website schema markup, and your local content – not from your paid ads. (Synup, 2026)
Source: VML (2025). Future Shopper 2025 South Africa. 81% SA respondents used ChatGPT; 18% used AI to find best place to buy. vml.com
Source: Marketing LTB (2026). Voice Search Statistics 2026. 71% prefer voice over typing; average voice query 29 words. marketingltb.com
Source: Synup (2026). 80+ Industry Specific Voice Search Statistics. 76% of voice searches are local queries. synup.com
The implication for South African service businesses is concrete. A prospect who is three weeks away from making a buying decision might use typed search to find general information, voice search to find local options, WhatsApp to check with a contact who knows your business, and a generative AI tool to synthesise a shortlist. If your marketing is only optimised for the first of those four channels, you are invisible for most of the journey during which the decision is actually forming.
The Four Strategic Resources That Determine Whether Your Tools Work
The JAMS 2022 framework’s most useful contribution for practitioners is its identification of the strategic resources that determine whether digital tool investment produces commercial outcomes. The framework argues that technology alone is not a source of competitive advantage – it is the combination of technology with data, human capability, content, and strategic orchestration that creates outcomes. This is the explanation for why two businesses can use identical tools and produce dramatically different results.
The table below translates each resource from the framework into what it looks like for a South African SME, and what its absence looks like in practice.
Strategic Resource (JAMS Framework) | What It Is | What It Looks Like for a South African SME |
Data and customer intelligence | The ability to collect, interpret, and act on information about customer behaviour – what they search for, how they navigate your website, which channels generate qualified leads, what they ask before and after purchase. | Google Analytics 4 tracking properly configured. CRM with lead source attribution. Email open and click data connected to contact records. WhatsApp enquiry volume tracked against conversion. The insight layer that makes every other tool more effective. |
Technology infrastructure | The tools themselves – CRM, email platform, website CMS, advertising accounts, WhatsApp Business, review management, booking or payment systems. Not any single tool but the combination that covers the full purchase journey without gaps. | A connected system where a lead generated by a Google Ad lands on a tracked page, submits a form that creates a CRM contact, receives an automated email acknowledgement, is followed up by WhatsApp, and eventually generates a Google review. Most SA SMEs have the tools but not the connections. |
Human capability and process | The people and processes required to use digital tools effectively. Technology without capability produces dashboards nobody acts on. The JAMS framework specifically identifies human resources as a strategic input – not just technology spend. | Someone who owns the marketing function and is accountable for the outcomes, not just the activity. Clear processes for lead response times, review requests, and post-purchase follow-up. The fractional marketing leadership model exists precisely to provide this resource without the cost of a full-time hire. |
Content and brand assets | The intellectual and creative resources that make digital tools produce commercial outcomes – website copy, blog articles, case studies, social content, video. Technology amplifies content but cannot replace it. A well-optimised website with weak copy underperforms a simple site with clear, credible messaging. | A website that answers the questions a customer asks at each journey stage, not just a brochure about the business. Blog content that earns organic search traffic. Case studies that function as peer validation during the decision stage. A consistent brand voice across all channels and modalities. |
Strategic orchestration | The ability to coordinate all resources – data, technology, people, content – toward a coherent customer experience across the full purchase journey. The JAMS framework identifies this as the highest-order resource: without it, individual tools produce disconnected activity rather than integrated outcomes. | A marketing strategy that maps each digital tool to a specific stage in the customer journey, assigns accountability for each touchpoint, and measures performance at the journey level rather than the channel level. This is what a marketing audit surfaces when it identifies disconnection between channels. |
The fifth resource – strategic orchestration – is the one most consistently missing in the South African SME context. A marketing audit typically surfaces this within the first month: tools that are not connected to each other, channels that are reporting on different metrics with no shared definition of success, and a customer journey that has been designed by accumulation – each tool added when someone suggested it – rather than by intention.
How Digital Tools Shape Your Customer's Journey
What This Framework Reveals About How SA Businesses Should Prioritise Their Digital Tools
Applying the JAMS 2022 framework to a typical South African service business produces a consistent diagnosis. Most businesses are over-invested at the pre-purchase stage – spending on advertising and social media to generate awareness – and under-invested at the purchase and post-purchase stages where the return on that awareness investment is either captured or lost
At the pre-purchase stage: the AI and voice gap
Most SA service businesses have a website and run some form of paid advertising. What they typically lack is presence in the AI answer layer and optimisation for voice-first queries. As VML’s 2025 Future Shopper data shows, 30% of South African consumers have already used AI tools to create shortlists or find purchasing options. This is not a future trend. It is a current behaviour. And it is not captured by standard website analytics or ad platform reporting.
The content and schema markup decisions that determine whether your business appears in an AI-generated answer are different from the decisions that drive traditional SEO rankings. They require authoritative, structured, citable content – the kind that a language model can extract a coherent, attributable answer from. Most SA service business websites are not structured this way.
At the purchase stage: the response and friction gap
The purchase stage is where most SA service business leads are lost – not because the prospect decided against the business, but because the response was slow, the next step was unclear, or the enquiry fell through the gap between channels. Research on the B2B buying journey consistently shows that the vendor who responds first and most clearly is disproportionately likely to win the deal – not because they are better, but because they reduced the friction at the decision moment.
For South African businesses, the purchase stage increasingly happens on WhatsApp rather than via email or contact form. A prospect who has shortlisted two suppliers and can reach one via WhatsApp in real-time and the other only through a form that promises a response within two business days has already made a preliminary decision – even before they have formally compared the two.
At the post-purchase stage: the relationship and referral gap
The post-purchase stage is where the largest untapped commercial value sits for most SA service businesses. A systematic post-purchase communication programme – a check-in message three months after project completion, a review request at the point of highest client satisfaction, a referral conversation with a client who has expressed strong positive feedback – consistently produces return engagements and referrals that are more commercially efficient than any paid acquisition channel.
The digital tools required for this are simple. An email automation platform. A WhatsApp follow-up process. A Google Business Profile review request. What is missing in most cases is the process – the deliberate decision to design the post-purchase relationship rather than letting it expire at invoice.
The diagnostic question: Take any one of your most commercially significant new clients from the past twelve months and trace their journey backward. What were they doing before they contacted you? How did they find you – typed search, voice, referral, social, AI? How quickly did you respond to their initial enquiry? What happened in the relationship after the project ended? The answer to these questions tells you more about where your digital strategy has gaps than any analytics dashboard.
Frequently Asked Questions
What is the three-stage digital purchase journey?
The three-stage model – pre-purchase, purchase, and post-purchase – maps how customers interact with digital technologies across their buying process. Pre-purchase covers awareness and research: how customers discover and evaluate options before contacting anyone. Purchase covers the decision and transaction stage: how they make contact, evaluate shortlisted options, and commit. Post-purchase covers the retention and advocacy stage: whether they become repeat clients, refer others, and leave reviews. Most marketing investments are concentrated in the pre-purchase stage. The most commercially significant gaps are typically at the second and third.
What is the difference between typed search and voice search, and why does it matter for marketing?
Typed search queries are short and keyword-focused – ‘fractional CMO Johannesburg’, ‘marketing agency Cape Town’. Voice search queries are conversational and question-based – ‘who is the best fractional marketing consultant near me?’ The average voice query is 29 words, compared to four words for typed search. Voice is also strongly local: 76% of voice searches are for nearby businesses or services. This means businesses optimised only for short keyword terms are invisible in voice search results. Separately, AI-assisted search tools like ChatGPT are processing queries that are even more conversational, and their answers are assembled from content across multiple sources – not just the top-ranking website.
What does ‘interaction modality’ mean in marketing?
Modality refers to the way a customer physically interacts with technology to find information or make a purchase decision. Typing a query into Google is one modality. Asking a voice assistant the same question is another. Submitting a message to ChatGPT is a third. Sending a WhatsApp enquiry is a fourth. Each modality produces different behaviour – different query lengths, different expectations for the response, different decision timelines. A marketing strategy that only accounts for one modality – typically typed search – is systematically invisible to customers using others. In South Africa, where WhatsApp, mobile voice search, and AI tools are all mainstream, the multi-modality challenge is particularly pronounced.
How does the JAMS 2022 framework apply to a South African service business?
The framework identifies four strategic resources that determine whether digital tool investment produces commercial outcomes: data and customer intelligence, technology infrastructure, human capability and process, and content and brand assets. These are coordinated by strategic orchestration – the ability to connect all resources toward a coherent customer journey. For most South African service businesses, the technology infrastructure exists in fragmented form. What is typically missing is the data layer connecting tools to each other, the human capability to act on the data, and the strategic orchestration to ensure every tool is deployed at the right journey stage. A marketing audit is the most efficient way to identify which resources are missing or misaligned.
How should a South African business audit its own digital customer journey?
Start by mapping the three stages for your specific customer: how do they typically become aware of your business (which channels, which queries, which referral sources)? How do they make contact and how quickly do you respond? What happens in the relationship after the engagement ends? Then identify the gaps – the stage where the experience breaks down, the channel that produces no measurable outcome, the touchpoint where prospects go quiet. A formal Marketing Audit and ROI Review does this systematically, connecting channel data to pipeline data to identify where the commercial return on digital investment is being lost.
SOURCES REFERENCED IN THIS ARTICLE
Want to know where your customer journey has gaps?
A Rolland Digital Marketing Audit and ROI Review maps your digital tools against the three journey stages, identifies where commercial return is being lost, and produces a prioritised action plan. Book a consultation at rollanddigital.co.za/contact. No pitch. No pressure.