Start with the shopper's goal
A user begins with the kind of product or support area they are researching. Colibrim uses that intent to organize relevant categories and products.
How it works
From a broad shopping question to a clearer product comparison.
Colibrim is designed to reduce the amount of jumping between search results, sales pages and disconnected product descriptions. The marketplace organizes the research process into a few understandable steps.
Build a consistent product record
Product name, form, ingredient details, usage directions, package information, pricing context and guarantee terms should be organized into a single record rather than pulled independently on every page.
Check the source of important facts
When possible, product-specific facts should be tied to the manufacturer, official product materials, packaging information, or another clearly identified source. Conflicting information should be flagged rather than blended together.
Compare like with like
Products are easier to compare when the same types of information appear in the same places. A comparison should distinguish product facts from promotional claims and customer opinions.
Let the shopper make the decision
Colibrim can make research more organized, but it should not turn a product comparison into a medical diagnosis or guarantee an outcome.
Where automation fits
Automated tools can help collect, normalize and organize public product information. They are useful for identifying repeated fields, grouping products and spotting missing data.
Automation does not remove the need for quality checks. Product identity, ingredient details, images, pricing and claims can be mismatched when information is pulled from the wrong source. Colibrim's standards therefore emphasize source matching and consistency before information is presented as a product fact.