Source opportunities
Places to earn better answer support
Source opportunities are places where stronger web proof could help AI systems recommend you.
They come from repeated source reads, competitor support, and gaps in owned pages.
Missing owned sources
Your site may need a clearer page for the buyer question.
Competitor-favored sources
Some sources may repeatedly help competitors get named.
Third-party pages worth influencing
Some third-party pages may be worth review, outreach, or monitoring.
Find repeated sources
Look for pages that appear across useful answers.
Check who benefits
See whether the source helps you or competitors.
Judge the action
Decide if the source needs content, outreach, or monitoring.
Create one task
Turn the best opportunity into a card or sitemap note.
Opportunity quality bar
Do not create work from one weak signal. Look for repeat patterns and a clear next action.
Good source opportunities usually pass three checks:
- The source pattern appears more than once.
- The related prompt is important.
- The next action is something you can actually do.
Suggested page or proof update
The next step may be a page update, proof section, comparison section, source review, or page writer brief.
Follow-up prompt to validate the fix
After the change, rerun or review the related prompt. The fix should improve the answer, not only the page.
Goal: validate one source opportunity. Inputs: source reads, prompt answer, competitor mention, owned page. Steps: decide if the action is page work, source review, or prompt cleanup. Output: one suggestion card or one page-writer brief.