An SEO Opportunity Bot should not be an article factory. Its job is to find the few search opportunities that deserve a human decision this week.

Direct answerStart with Search Console data, combine it with the pages that already exist, and return no more than three opportunities. Every opportunity must name the query, page, search intent, evidence, recommended change and owner.

1. Inputs

Use Search Console queries and pages, the sitemap, Analytics landing-page trends and the site’s service/resource inventory. Add audience language from sales conversations when available.

2. Signals to rank

  • High impressions with low CTR: improve the title, description and answer near the top.
  • Positions 4–15: strengthen the page, internal links and supporting evidence.
  • Traffic or clicks declining: check freshness, intent match and technical visibility.
  • No dedicated page: create a useful answer only when the topic is genuinely relevant to the audience.

3. A simple score

Score each opportunity from 1–5 for business relevance, evidence strength, likely search impact and effort. Prioritize the highest relevance × evidence × impact result, then use effort as a tie-breaker.

4. The weekly output

  1. Opportunity and evidence.
  2. Search intent in one sentence.
  3. Recommended page or section.
  4. Primary keyword and natural related language.
  5. Internal links and one authoritative source.
  6. CTA and owner.

5. Guardrails

Do not invent results, client names, rankings or testimonials. Do not create pages for every keyword variation. Keep claims sourced and make the page useful even when search engines are removed from the equation.

6. Human handoff

The bot drafts a brief; a human approves the claim, source, audience fit and CTA. Only then does the team update the page and request indexing.

Sources & further reading

This framework is Samsina’s practical interpretation. The following primary sources provide useful platform or governance context.

Google Search Console HelpOfficial guidance for queries, pages and search performance.Google Search Central — helpful contentPeople-first guidance for useful, reliable pages.Google Search Central — developer SEO guideOfficial guidance on crawlability and discoverability.

Author: Sina Dadmehr, founder of Samsina and specialist in performance marketing and demand generation. Reviewed 10 August 2026.