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From Search to Sale: How AI Drives Consumer Discovery and Retail Spend

⏱️ 5 Minute Read

 

What you can learn from this report

🚀 The role of search engines in influencing £31.4 billion of retail spend: Discover why search remains the most powerful digital discovery tool and how retailers can better leverage this critical gateway to attract high-intent customers.

🤖 AI's transformative impact on pre-purchase engagement: Understand how artificial intelligence enhances search marketing through personalisation, predictive capabilities, and real-time ad optimisation to boost conversion rates.

🔍 Consumer search behaviours across different shopping missions: Explore four distinct search personas and how each cohort's preferences vary when researching, comparing, and purchasing products online.

📈 The untapped potential of search for high-spending demographics: Learn why retailers are missing out on £6.7 billion in annual sales by underestimating search's influence on middle-aged, high-spending consumers.

🛠️ Practical strategies for optimising AI-driven search marketing: Get actionable recommendations on tailoring content, refining product data, and using paid search effectively to meet evolving consumer expectations.

 

 

Key report insights

🌐 £31.4 billion in retail spend originates from search engines: Search engines are the most influential discovery channel, driving more retail spend than any other digital or physical touchpoint.

💸 £6.7 billion in annual sales left on the table: A perception gap exists between consumers and retailers when it comes to search influence. Retailers rank search as only the third most impactful discovery channel, despite it being the most trusted by consumers.

⚙️ AI-powered search marketing can significantly improve ROI: Retailers that integrate AI into their search strategies see improved ad relevance, lower acquisition costs, and higher conversion rates, thanks to sophisticated personalisation and predictive capabilities.

🔎 Over 70% of consumers use search engines as their go-to research tool: Search is not just for discovery – it's a vital step in the research process, particularly for higher-value, considered purchases.

💼 High-income consumers rely heavily on search: Consumers aged 45-54 – who have the highest non-food retail spend – are the most influenced by search engines, making them a critical target for retailers.

💳 Paid search plays a pivotal role in retail success: With more than £12 billion of retail spend driven by paid search annually, retailers that neglect this area risk falling behind more proactive competitors.

🧠 AI is revolutionising product data utilisation: Enhanced product data management through AI enables more dynamic, real-time search marketing, helping brands deliver tailored content to consumers at the most critical decision-making moments.

 

 

 

Section 1: A fragmented attention economy

In today’s hyper-connected world, consumer attention is more fragmented than ever. Shoppers engage with multiple devices and platforms simultaneously—whether browsing social media, searching via marketplaces, or researching on retailer websites. This omnipresent content overload has diminished the effectiveness of traditional advertising methods and driven up customer acquisition costs.

Our research shows that UK consumers spend an average of 3 hours 41 minutes per day online outside of work. A third of shoppers now dedicate more time to online product research than before the pandemic, heightening the importance of digital discovery channels. Yet, despite this shift, many retailers underestimate the power of search engines, the leading driver of discovery and retail spend.

AI is reshaping the rules of engagement. By analysing vast amounts of data in real-time, AI-powered search marketing enables hyper-personalised content delivery that resonates with individual shoppers. From predictive search recommendations to dynamic ad placements, this technology cuts through the noise, helping retailers capture consumer attention precisely when intent to purchase is highest.

The stakes are high: £31.4 billion of retail spend is influenced by search engines annually, yet many retailers still prioritise their own websites or social media platforms. Those who fail to adapt to this evolving attention economy risk losing visibility, engagement, and ultimately, sales.

 

📥 Download the report now  to learn more about the attention economy and how retailers can stand out in a crowded marketplace.

 

Fig. 3 – Consumers are saturated by different channels in the early stages of the customer journey

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Section 2: The power of search and decoding the path to discovery

Search engines play a pivotal role in today's retail landscape, influencing £31.4 billion of consumer spend annually—more than any other discovery channel. From awareness through to purchase, search is the dominant tool for shoppers navigating complex digital journeys. Yet, despite its undeniable impact, many retailers remain unaware of search's potential, missing out on billions in untapped revenue.

Our research reveals that 57% of UK shoppers now use digital channels as their primary source of retail discovery, with search engines ranking as the most trusted tool for researching brands, comparing options, and finding the best deals. But with consumers bombarded by information across platforms, attention is scarce, and retailers must rethink how they approach search marketing to remain competitive.

 

1. Awareness: search engines as the gateway to discovery

The journey begins with discovery, and search engines sit at the heart of this phase. Consumers increasingly rely on search to cut through the noise, with 72% stating it’s their go-to tool when exploring new products. Unlike social media, where product discovery is often accidental, search represents a more deliberate, intent-driven behaviour—particularly for high-value purchases.

Interestingly, consumers aged 45-54—a cohort responsible for the highest proportion of non-food retail spend—are more influenced by search than younger generations. This makes search marketing an underutilised tool for attracting affluent, high-spending shoppers. But how do retailers optimise their search strategies to reach these valuable audiences?

 

Fig. 2 – Awareness and discovery: Search engines exert more influence on retail spend than any other channel

 

📥 Download the report now to uncover the AI-powered tactics that leading retailers are using to target high-value consumers and maximise engagement from this crucial demographic.

 

 

2. Browsing: search as a £31.4bn research companion

Once aware of a product, today's consumers enter a meticulous research phase—and search remains their tool of choice to compare features, prices, and reviews before purchasing, with this behaviour especially prominent in categories like electronics, fashion, and homeware.

However, our research shows that many retailers underestimate this stage, failing to provide the detailed, easily accessible product information that consumers seek. Search engines reward rich, structured content with higher rankings, yet only 38% of surveyed retailers consistently optimise their product pages.

However, for awareness and discovery, search engines exert a whopping £31.4bn influence on retail spend in the UK, higher than an other channel. 

 

Fig. 3 – £31.4 billion of retail spend originates from consumers discovering brands or products through search engines

Impact of search engines on consumer discovery and product awareness

 

📥 Download the report now to discover the critical product attributes that influence search rankings and consumer trust.

 

 

3. Purchase: search as the final decision-maker

Even at the point of purchase, search remains crucial. In fact, 46% of shoppers return to search engines immediately before making a purchase to validate their decision—often by double-checking product reviews, comparing delivery options, or confirming stock availability.

Here, AI plays a decisive role in driving conversions. By analysing patterns of historical searches and transactional data, AI can predict purchasing intent and adjust ad placements in real time. For instance, retailers using AI-driven bidding strategies report an average 22% improvement in conversion rates, as their ads reach consumers precisely when they are ready to buy.

 

 

4. Post-purchase: search's role in building loyalty

The search journey doesn't end with the purchase. Post-purchase search behaviours provide critical opportunities for retailers to engage, support, and retain their customers. According to our research, 88% of Gen Z shoppers revisit search engines after buying a product to access tutorials, product reviews, and usage guidance, helping extend brand interaction beyond checkout.

Post-purchase searches are not only about product support; they also present a valuable opportunity to drive additional sales. Our findings show that 34% of consumers search for complementary items soon after their initial purchase, highlighting the importance of maintaining strong search visibility in this phase.

AI-driven search tools play a crucial role here, analysing customer feedback, search patterns, and interactions to uncover insights that inform loyalty strategies and product improvements. For instance, predictive search models can identify commonly paired items, enabling retailers to personalise recommendations and increase cross-sell and upsell opportunities.

 

📥 Download the report now to discover more about post-purchase search behaviours and how to leverage them for sustained customer engagement.

 

 

Section 3: Strategies for Search Success

Achieving search success in today's retail environment requires more than incremental tweaks to keywords or metadata. The integration of AI and real-time data analytics is transforming how retailers connect with customers, from initial discovery to final conversion. This section explores two of the eight proven strategies that can help businesses unlock new levels of search performance.

 

Discover all eight strategies in the full report:

 

1. Accelerate digital and data capabilities

AI-powered algorithms are revolutionising the way search functions, moving beyond keywords to interpret user intent with greater sophistication. Retailers leveraging AI to analyse browsing patterns and historical data can dynamically adjust search results to prioritise high-conversion products. For example, data-driven insights help identify trending products in real time, ensuring retailers stay ahead of shifting consumer demand.

🔍 Did you know? Retailers using AI for search optimisation experience, on average, a 35% uplift in click-through rates.

 

 

2. Leverage in-app features to engage intent

In-app search features within social and retail apps are becoming powerful tools for capturing high-intent shoppers. Shoppable content, interactive polls, and predictive text suggestions not only enhance engagement but also streamline the path to purchase. For instance, 70% of Gen Z consumers now use social platforms like TikTok as their go-to search engines, bypassing traditional methods.

📲 Actionable insight: Retailers who embed interactive search experiences directly within apps can reduce search abandonment by up to 40%.

 

These two strategies are just the beginning... Access the full report to reveals six additional tactics that innovative retailers are using to optimise search, boost conversions, and build long-term loyalty.

📥 Download the report now to discover all eight AI strategies that are helping to drive the next era of retail success.

About this report

Our From Search to Sale: How AI Drives Consumer Discovery and Retail Spend report is a collaborative publication between Retail Economics and Upp.ai.  It explores how AI-powered search technologies are transforming retail discovery and driving consumer spending across digital channels.

Through exclusive consumer research, we reveal how search engines influence over £31.4 billion of retail spend annually and why many retailers are missing out on substantial growth opportunities. The report examines how AI enhances search performance, identifies consumer search personas, and highlights the critical stages of the search journey from discovery to post-purchase.

Discover key insights into the rise of AI-driven marketing, the importance of high-quality product data, and the strategic opportunities for retailers to optimise their search strategies for maximum ROI.

📥 Download the report now to uncover how AI is reshaping retail search and driving the next era of ecommerce success.

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