New research from Storyblok, in collaboration with FT Longitude (part of The Financial Times), has uncovered the financial and regulatory costs of the manufacturing industry’s online content debt: content that is outdated, poorly structured, and not optimised for search or AI discovery.
AI search made a bad problem even worse
Procurement professionals and engineers are increasingly relying on AI to select new industry suppliers and partners. By not being visible here – or being misrepresented via old spec sheets, manuals, and legacy product lines – manufacturing enterprises are putting significant revenue goals at risk.
According to the study, surveying manufacturing organisations with at least $1 billion in annual global revenue, this content debt is costing enterprises $725.6 million on average, based on spend devoted to fixing it and revenue at risk from it.
The business impact of content debt is significant for manufacturing companies:
- 5.9% – Average annual revenue at risk from content debt
- $4.4 million – Average amount spent fixing content debt (33.8% of total content spend)
- 99.8 – Average hours spent each week maintaining existing content
- 67% say poor content quality or structure is weakening their organization’s visibility in search and AI-driven discovery
A growing compliance issue
Manufacturing enterprises typically have content estates that date quickly, with data sheets, certifications and regulatory documentation sitting alongside product line and services information. Where firms could once afford to leave outdated documentation online, AI search is now using this outdated content in its answers, risking legal and liability concerns in addition to lost sales.
The findings show that:
- 70% of manufacturing executives believe their online content is a compliance risk for their organisation
- 84% say their organization carries more digital content than it can realistically keep accurate, relevant, and up to date
- 67% say outdated or inconsistent content is making it harder for customers to find, trust, or act on their information
Content debt is a technical problem that can be solved
75% of manufacturing executives agree that improving their content strategy is more of a technical challenge than a creative one, which suggests that teams are being held back by their CMS and tech stack, not their abilities.
Likewise, 88% say improving the quality, structure, and governance of their content would deliver measurable business value for their organisation.
Dominik Angerer, CEO and Co-Founder of Storyblok, said: “For decades, publishing as much content as possible, hoping it ranks in search, and letting the content and platforms decay has been a business strategy. It felt good at the time, just like loading up a credit card with a bunch of impulsive purchases and not thinking about the true cost of the debt. But now AI has exposed the scope of the problem and it can’t be ignored anymore. The bill is past due.
“In the same way that consumers need to develop a plan to pay off debt, manufacturing brands need a content debt recovery plan that helps them eliminate the content and tech debt that is a burden to their business. The fact that they’re already spending so much time and money maintaining content and it isn’t decreasing the overall effects of content debt in a meaningful way proves that what they’re doing isn’t working.
“The manufacturing companies that audit all of their content, implement new ways of managing it, and measure the results will have confidence that their content is accurate, optimized, visible, and driving revenue in AI and every channel that’s important to them.”
The research findings are based on a survey of 550 senior leaders across the US, UK, Germany, Australia, and the Netherlands, conducted between May 16 and June 8, 2026. The respondents worked at organizations with at least $1 billion in annual global revenue, or in the local currency equivalent, and at least 1,000 employees globally. Their organizations operated in one of the following sectors: ecommerce, education, finance, manufacturing, retail, or technology.
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