Keyword evidence
Candidate keywords stay candidates until Trends evidence lands.
Every row exposes a relative-heat field. No row is counted as an effective traffic keyword until official Google Trends same-request evidence with mirofish is captured.
Candidate matrix
| Keyword | Type | Landing page | Theme relevance | Relative heat vs mirofish | Status |
|---|---|---|---|---|---|
| ai investment research | primary | / | strong: Matches the hosted AI-assisted research workflow and buyer intent. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| investment research framework | primary | /four-master-analysis/ | strong: Describes the upstream method and the site planner. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| stock analysis checklist | primary | /investment-checklist/ | strong: Maps directly to pre-research and quick-kill gates. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| financial data validation | primary | /financial-rigor/ | strong: Maps to decimal calculations and cross-validation tools. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| value investing AI | primary | /four-master-analysis/ | strong: Connects value investing discipline with AI agent research. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| portfolio thesis tracker | primary | /portfolio-thesis-tracker/ | strong: Exact workflow for thesis monitoring after a decision. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| how to use AI for stock research | long-tail | /planner/ | strong: Served by a paid planner that structures a research memo. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| Buffett investment checklist template | long-tail | /investment-checklist/ | strong: The site turns value-investing gates into a checklist. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| Munger inversion checklist | long-tail | /quality-screen/ | strong: The quality screen includes inversion and failure-mode checks. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| AI stock research memo template | long-tail | /planner/ | strong: The planner produces a memo outline and evidence plan. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| investment thesis tracker template | long-tail | /portfolio-thesis-tracker/ | strong: The feature page maps thesis updates, falsifiers, and review cadence. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| fundamental analysis AI agent | long-tail | /four-master-analysis/ | strong: Reflects the upstream multi-agent research design. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| cross validate financial data python | long-tail | /financial-rigor/ | strong: Maps to the upstream financial_rigor.py workflow. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
| stock quality screening criteria | long-tail | /quality-screen/ | strong: Maps to the seven-metric quality screen and red lines. | - blocked_trends_browser_not_run_yet | blocked_trends_browser_not_run_yet |
Validation status
Status: blocked_trends_browser_not_run_yet. The page matrix is useful for build planning, but keyword validation is not marked complete.