What this agent helps you do
An Ahrefs SEO opportunity agent helps a team move from raw search metrics to a focused plan. It can review a domain, competitor set, keyword theme, or page group and summarize where the next hour of work is most likely to matter.
When to use this workflow
Use it before content planning, quarterly SEO reviews, refresh prioritization, or agency reporting. It is especially helpful when stakeholders have many possible projects but need a clear reason to pick one.
How Ahrefs gives the agent context
Connect the Ahrefs plugin and scope the agent to the domain, competitor list, or keyword family you want reviewed. Ask it to use available search metrics as evidence and to call out gaps when data is unavailable. The agent should avoid treating one metric as the whole answer.
Example starter prompt
Review our SEO opportunities for this topic cluster. Compare our current pages with the listed competitors, find keyword gaps and refresh candidates, and return a prioritized action plan with evidence, confidence, and recommended next steps. Do not invent metrics that Ahrefs does not provide.Suggested workflow steps
Start by defining the target domain, competitors, region, and theme. The agent gathers available keyword, ranking, backlink, and content signals. It groups opportunities by likely action: refresh, create, consolidate, technical check, or backlink follow-up. Then it ranks the work by potential impact, difficulty, and confidence.
Expected handoff
Ask for a concise brief with the top opportunities, supporting evidence, assumptions, missing data, and a suggested owner. The handoff should be ready for a content calendar, SEO backlog, or another LatchLoop task that drafts the page update.