Original framework
Decision-stage intent map
Map the reader’s decision to the smallest page role that can satisfy it completely.
Define the reader and decision
State who is searching, what they already understand, what uncertainty remains and what action would be reasonable after the page. The same query can carry different meaning across industries or countries.
Inspect the result pattern
Review whether current results favor service pages, definitions, tutorials, comparisons, tools, local results or demonstrations. Treat this as evidence of likely expectations, not a command to copy competitors.
Use customer and sales evidence
Sales questions, form submissions, call themes, Search Console queries and support conversations can reveal language and objections that keyword tools miss. Use only appropriately collected and anonymized information.
Choose the page type
A commercial service page should answer buying questions and scope. A guide should solve an informational decision. A demonstration should show methodology without impersonating a client result. A comparison should explain criteria and trade-offs.
Resolve mixed intent deliberately
Some topics contain both learning and hiring needs. Choose a dominant purpose, answer it first and provide a contextual next step. Create separate pages only when each can satisfy a distinct need without repeating the same content.
Avoid common shortcuts
Do not classify every question as informational, every location phrase as transactional or every high-volume term as strategically valuable. Do not turn a useful guide into a thin service pitch before answering the problem.
Measure by intended role
Monitor relevant queries, engaged visits, internal progression and assisted enquiries. A problem-led guide can be valuable when it helps suitable readers reach a service page, even if it rarely produces the final click.
Primary sources
Platform behavior and documentation can change. These primary references were reviewed for this guide: