AI Content Fails Without a Point of View

Most AI-generated content in financial services is not a content strategy. It is the absence of one. Generic market commentary, templated thought leadership, listicles about themes every other firm is also covering, produced at volume and published on a schedule because the calendar said so. The AI did not create that problem. It just made it cheaper to have.

The failure mode is specific. A firm feeds a topic into a model with no original position, no specific knowledge, and no willingness to say anything that could be disagreed with, and publishes what comes back. The result is content that could have been written about any firm in any market. It is identifiable not because it reads like a machine wrote it but because it reads like nobody thought about it.

Sophisticated audiences notice. Financial advisers and asset consultants read a great deal of industry content. They have a calibrated sense of what constitutes genuine thinking versus performed thinking, and they treat the latter as a signal about the firm behind it. Empty content does not get ignored neutrally. It registers as evidence that the firm has nothing particular to say.

The volume that AI enables is only valuable if the thinking underneath it is real. Producing more content with less substance does not compound. It dilutes.

Q: What makes AI-generated content obviously generic?

A: The absence of a specific, contestable position. Content that describes what everyone already knows, lists considerations without weighting them, or reaches conclusions that no reasonable person would dispute contains no actual thinking. It is recognisable not by its prose style but by its refusal to commit to anything particular. AI produces it readily because it is trained to be agreeable. Supplying the disagreeable part is the human's job.

Q: Why is generic content a specific problem in financial services?

A: Because the audience is professional and well-informed. Financial advisers, asset consultants, and institutional investors read extensively within their domain. They encounter the same themes, the same frameworks, and the same hedged commentary repeatedly. Content that adds nothing to what they already know does not just fail to build a relationship, it signals that the firm publishing it has no genuine perspective to offer, which is a meaningful reputational cost.

Q: Can publishing volume compensate for low content quality?

A: No, and in a professional context it actively compounds the problem. Higher frequency with low specificity trains the audience to ignore the channel. Firms that publish infrequently but with genuine substance maintain credibility. Firms that publish constantly without it exhaust it. The relationship between volume and authority is inverse when the underlying quality is poor.

Q: What is the difference between a market update and thought leadership?

A: A market update describes what happened. Thought leadership argues why it matters and what it means for a specific audience. The distinction is not format or length, it is whether the content contains a judgment that the author is prepared to defend. Most content labelled thought leadership is actually market update material with an opinion-shaped conclusion added at the end. Readers notice the difference.

Q: How should a fund manager assess whether their content programme is producing genuine value?

A: By asking whether any piece of content contains a position that a competitor would disagree with, or that a client might push back on. Content that everyone would endorse contains no useful signal. The presence of a specific, defensible argument, about markets, about the industry, about what clients actually need, is the minimum condition for content that builds genuine authority over time.