As a coffee catalog grows, product information can easily turn into a hard-to-read data pile. Buyers still need the important details, but the organization needs to help them find the right information rather than forcing them to read everything.

Product information should serve a specific decision

A product page can hold a great deal of data: name, coffee form, sensory description, origin, roast level, package size, usage instructions, storage, and related information. The issue isn't the absolute amount of data — it's whether that data is organized around how people actually read.

Eye-tracking research on coffee labels shows consumers focus heavily on certain information groups like sensory characteristics, origin and traceability, roast level, and variety. Some administrative information receives less attention. That's not a reason to remove it; different types of information serve different functions in the choosing process.

As the catalog grows, each layer of information needs a clear job. The first layer helps with identification. The next helps picture the experience. A deeper layer helps with verification and usage.

Separate information so readers don't have to search through a wall of text

Buyers usually don't read a product page top to bottom the way they'd read a research paper. They scan, pause at points of interest, then decide whether to read further.

So a product page should have easily recognizable information zones. The opening can answer what the product is and where it differs. The sensory-description section helps buyers picture the experience. The origin and process section provides a basis for assessing trustworthiness when that information is available. The instructions and storage section serves the post-purchase stage.

This organization also helps content scale. When a brand has a few products, the writer can rely on memory. When there are dozens or hundreds of products, a consistent information structure reduces the risk of omissions and helps buyers move from one page to another without having to relearn how to read it.

Sensory information needs to be specific enough to avoid vague expectations

Sensory information is one of the highest-value groups for buyers, but also the group most easily written too generically. Words like "fragrant," "delicious," and "bold" can appear on many products without creating any real difference.

Research by Li and colleagues shows subjective sensory information can strongly affect coffee evaluation and preference. Another study on black-coffee users shows certain sensory attributes relate to liking and purchase intent, but the effect of these attributes isn't identical across every user group.

So as the catalog expands, a brand needs a consistent way of using words. Not to turn every product into a rigid glossary, but so the same word isn't used with different meanings on different pages. If a sensory description doesn't have enough basis, it's better to narrow the wording than to increase the level of certainty.

Origin and package size should sit where buyers can verify them

Origin, traceability, and package size are usually information buyers use to verify a product after they've already identified it. A 2025 coffee-label study found origin and traceability information received significant attention, especially when presented prominently.

For package size, what matters is avoiding just giving a single number. Buyers need to understand what that size means for usage: expected consumption amount, product form, post-opening storage ability, and other options within the same line if available.

However, you shouldn't use attention-behavior research to infer that a particular presentation will definitely drive every purchase. The study sample focused on specialty-coffee consumers and was conducted on certain specific labels. The study's value lies in pointing out noteworthy signals, not in providing a universal sales formula for every product.

Scaling up needs an information system, not a template

As the number of products grows, what's needed is a common set of data principles: which fields must always be present, which fields only appear when relevant, how sensory description should be phrased, and what information needs checking before publishing. This is a content-governance system, not a mandatory template.

A rigid template can make every product read the same even when their information needs differ. A good information system, on the other hand, lets each product have a structure that fits it, while still keeping the common elements buyers need to read easily.

For An Khuong, specific data for each product should only come from the brand's confirmed information. At the level of principle, a page can be split into layers: identification, experience, evidence, usage, and storage, then adjusted per product.

When the catalog is large, the goal isn't to make every page identical. The goal is for buyers to know where important information sits, understand what it means, and be able to compare options without drowning in text.

References

• Silas Souza et al. (2025). What label information creates a marketable specialty coffee label? Foods, 14(24), 4235. https://doi.org/10.3390/foods14244235
• Li, J., Streletskaya, N. A. & Gómez, M. I. (2019). Does taste sensitivity matter? Food Quality and Preference, 71, 447–451. https://doi.org/10.1016/j.foodqual.2018.08.006
• Pinsuwan, A., Suwonsichon, S., Chompreeda, P. & Prinyawiwatkul, W. (2022). Sensory drivers of acceptance, purchase intent, and emotion toward brewed black coffee. Foods, 11(2), 180. https://doi.org/10.3390/foods11020180
• Barahona, I., Sanmiguel Jaimes, E. M. & Yang, J.-B. (2020). Sensory attributes of coffee beverages and their relationship with price and packaging information. Food Science & Nutrition, 8(2), 1173–1186. https://doi.org/10.1002/fsn3.1404