Resource series
Commerce is changing. The fundamentals still decide who wins.
AI discovery, agentic checkout, richer product feeds and platform-led shopping are creating a lot of noise.
This series slows the topic down and turns it into practical commercial work: product data, customer insight, content, feeds, tracking, fulfilment, marketing channels, margin, measurement and team ownership.
Start here
They set the commercial context before getting into feeds, content, customer data and measurement.
What is actually changing in ecommerce?
02Do I need to understand these protocols?
03How can we plan marketing if customers no longer follow a neat funnel?
Resource library
Search by topic or filter by theme. The sequence runs from context, through product and content foundations, into customer data, measurement and operating ownership.
13 articles shown
What is actually changing in ecommerce?
The website still matters, but more product discovery, comparison and purchase decisions are happening through search surfaces, marketplaces, shopping feeds, AI assistants and platform-led journeys.
Do I need to understand these protocols?
Retailers do not need to become protocol experts, but they do need to understand what these systems require: structured product data, reliable availability, clear policies, checkout compatibility and trustworthy signals.
How can we plan marketing if customers no longer follow a neat funnel?
Brands can no longer assume they control the journey from awareness to website to checkout. The job is to create demand, shape buying criteria, make products understandable and defend the comparison wherever the customer ends up.
What does better product data actually mean?
Product data is no longer just website content or feed compliance. It is the source of truth that helps humans, platforms, marketplaces and AI systems understand what is being sold.
Is this just feed optimisation, or does content need to change too?
Product content should not be built only from what the buyer ordered. It should be informed by how customers search, compare, hesitate, return, repeat and complain.
Our feed works. Is that enough?
A feed can pass validation and still be commercially weak. The feed needs to carry product truth, commercial priority, stock, margin, availability and useful classification.
What customer and order data should influence this work?
A retailer cannot plan future-ready content or marketing from channel reports alone. Order behaviour, customer value, returns, basket patterns and repeat purchase all need to shape product and marketing decisions.
Do our existing marketing channels still matter?
The channels do not disappear, but their role changes. They become part of a wider demand, proof, signal and retention system rather than isolated acquisition buckets.
Why invest in demand creation if platforms and agents can compare products?
Upper funnel activity still matters because agents do not create desire. They respond to demand, prompts, preferences, proof and available information. The risk is not upper funnel activity. The risk is generic upper funnel activity that creates demand someone else can capture.
Where do the costs come in if agentic commerce is not just paid media?
The cost may appear as media spend, transaction fees, commissions, integration costs, payment fees, content production, fulfilment expectations and margin leakage through cannibalisation.
How do we measure this if the funnel is fragmented?
Retailers need to measure in layers: product understanding, eligibility, signal quality, commercial value, channel role, customer quality and operating ownership.
Who should actually be responsible for fixing this?
This work cuts across ecommerce, marketing, merchandising, buying, finance, IT, customer service, logistics and agencies. If ownership is unclear, readiness work will stall.
What should we do first?
The right first step is not a huge rebuild project. It is a focused audit or pilot around one category, one product group or one commercial problem.
Commercial offer pathway
The series naturally leads to four practical ways to work: a readiness audit, a product content intelligence pilot, a feed and signal sprint, or a 90-day commerce foundations pilot.
For brands that need to understand where they are exposed across product truth, feeds, commercial availability, signal quality, customer insight, content readiness, cost of sale risk and ownership.
Read moreA page-level check that shows whether one product page gives enough information to understand, trust, compare and buy the product.
Read moreA domain-level snapshot of crawlability, sitemap, robots, schema, product discovery and template readiness signals.
Read moreFor one category or product group where customer insight, returns, reviews, copy, images, feeds and channel angles need to work harder.
Read moreFor a practical review of Merchant Center, Meta catalogue, tracking, conversion values and product-level signal quality.
Read moreFor brands ready to act on one defined category, product group or trading problem with a weekly review rhythm and scale recommendation.
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