Start with the question
Start with a specific decision such as which existing page to improve. Asking for a complete SEO strategy without supplying a market, site and evidence usually produces a broad checklist. A narrow task makes the output easier to verify and less costly to research.
A workflow you can check
Use the following steps as a small acceptance test. Keep the underlying observations with your notes so someone else can review the conclusion.
- Specify domain, target market, language and a bounded group of pages.
- Collect ranking and keyword evidence with source URLs and context.
- Compare intent and page usefulness before suggesting new content.
- Produce a short prioritized action list with evidence and an owner for each item.
Interpret the evidence
MARqentic exposes a remote MCP research endpoint, but compatibility with each assistant requires live verification. Check your client’s supported transport and authorization flow. Start with a small research request and inspect tool responses before increasing its scope.
A prompt to adapt
Replace the inputs with your own approved examples. Ask the assistant to explain its scope before starting research.
For these pages and this market, identify three evidence-backed SEO improvements. Cite the supporting observations, state uncertainty and estimate research scope before requesting more data.