Competitor analysis

Read side by side, similar organisations’ content shows the common messages, dominant claims, useful gaps, repeated weaknesses and places where everyone appears to have copied the same sentence from the same haunted brochure.

For content work, competitor analysis isn’t about imitation. Knowing what’s already out there helps an organisation make better choices about positioning, evidence, tone, structure, topics and service explanations. In charities, public services, education and purpose-driven organisations, the comparison set may include peers, partners, alternatives or organisations shaping expectations in the same space.

Comparator analysis is related, but slightly different. A competitor is usually a similar organisation offering something comparable to a similar audience, whereas a comparator doesn’t need to be a usual suspect or even work in the same field. It’s an organisation, product or service doing something well that you could learn from or adapt. A charity might study a retailer’s returns process, a museum’s wayfinding, a government service’s form design or a software company’s explanation of a complicated feature. The work is in examining that practice in context and asking whether the underlying choice could work for you.

Why it matters for content

Competitor analysis helps content teams see what their audience may already have heard, where the organisation sounds indistinct and where there may be a more useful point of view to own. It can reveal generic promises, unsupported claims, missing explanations, tone problems and common patterns to adopt carefully or avoid deliberately.

Comparator analysis adds a different source of insight. It stops a team from treating the current sector as the only place to look. A similar organisation may show you the language your audience expects, while a well-designed service elsewhere may show you how to make a process clearer, reduce anxiety, explain a choice or help someone take action. Competitor analysis tells you about the field you’re in. Comparator analysis can help you imagine a better way of working within it.

Both approaches matter when an organisation is repositioning, redesigning a website, launching a product or service, entering a crowded space or trying to explain why it’s different. They also support practical editorial decisions: what proof to provide, what language to avoid, which topics need depth, what experience to improve and what the organisation can say with more credibility than others.

How AI changes the picture

AI can summarise pages, cluster themes, compare sign-up flows and spot repeated claims, but it can also flatten distinctive differences into vague patterns if the question is poorly framed. That makes competitor and comparator analysis easier to start and easier to do badly. The analysis still needs human judgement about relevance, evidence, positioning and what the organisation should do next.

AI can also widen the field of comparison. Instead of looking only at three familiar competitors, a team can ask it to find examples of organisations that explain complex services clearly, handle sensitive decisions well or make important information easy to act on. That can be useful for discovering comparators, provided the examples are checked properly and the team studies the actual source material rather than trusting a summary.

Meanwhile, more of what competitors publish is being generated too, and it tends to converge. So ask less “what are others publishing?” and more “where is everyone starting to sound the same, and what can we learn from organisations that make this experience more specific, more useful or more true?”