From bfa486b4f64cd43a23d0c242586279bb0709c459 Mon Sep 17 00:00:00 2001 From: Oleg Proskurin Date: Sat, 27 Dec 2025 18:42:02 +0700 Subject: [PATCH] chore: remove outdated --- project-knowledge/dataforseo-guide.md | 164 -------------------------- 1 file changed, 164 deletions(-) delete mode 100644 project-knowledge/dataforseo-guide.md diff --git a/project-knowledge/dataforseo-guide.md b/project-knowledge/dataforseo-guide.md deleted file mode 100644 index e26dc8e..0000000 --- a/project-knowledge/dataforseo-guide.md +++ /dev/null @@ -1,164 +0,0 @@ -# DataForSEO Integration Guide - -## Overview - -DataForSEO provides real keyword data, competitor intelligence, and AI search optimization metrics. This replaces guesswork with data-driven decisions. - -**MCP Access:** DataForSEO tools are available through MCP. Use them directly in your research workflow. - -## Budget Protocol - -- **Per session limit:** $0.50 (unless user explicitly approves more) -- **Monthly budget:** ~$10 -- **Always report:** Show user what API calls you're making and estimated cost - -## Core Principle - -Start with seeds → expand with related → filter by opportunity → verify with SERP. - -Don't chase high-volume competitive keywords. Find gaps where we can win. - ---- - -## For @spy: Competitive Intelligence - -### Competitor Keywords -``` -Tool: dataforseo_labs_google_ranked_keywords -Use: See what keywords competitors rank for -Target: fal.ai, replicate.com, runware.ai, cloudinary.com -``` - -### Backlink Analysis -``` -Tool: backlinks_summary, backlinks_referring_domains -Use: Where competitors get links, potential outreach targets -``` - -### Domain Intersection -``` -Tool: dataforseo_labs_google_domain_intersection -Use: Find keywords multiple competitors rank for (validated demand) -``` - -### LLM Mentions (GEO) -``` -Tool: ai_optimization_llm_mentions_search -Use: Check if Banatie or competitors mentioned in AI responses -Platform: chat_gpt, google (AI Overview) -``` - ---- - -## For @strategist: Keyword Research - -### Search Volume -``` -Tool: keywords_data_google_ads_search_volume -Use: Get real monthly search volume for keyword list -Input: Up to 1000 keywords per request -``` - -### Keyword Difficulty -``` -Tool: dataforseo_labs_bulk_keyword_difficulty -Use: Score 0-100, lower = easier to rank -Filter: KD < 50 for realistic targets -``` - -### Related Keywords -``` -Tool: dataforseo_labs_google_related_keywords -Use: Expand seed keywords, find long-tail opportunities -Depth: 1-4 (start with 1, go deeper if needed) -``` - -### Search Intent -``` -Tool: dataforseo_labs_search_intent -Use: Classify keywords as informational/navigational/commercial/transactional -Match: Content type should match intent -``` - -### AI Search Volume (GEO Priority) -``` -Tool: ai_optimization_keyword_data_search_volume -Use: Keywords popular in AI search (ChatGPT, Perplexity) -Why: Early indicator of emerging queries -``` - -### Research Workflow - -1. **Start with seeds** (3-5 per topic) -2. **Get search volume** for seeds -3. **Expand** top 3 by volume with related keywords -4. **Filter:** Volume > 50, KD < 50 -5. **Check intent** for finalists -6. **SERP analysis** for top candidates - ---- - -## For @seo: Optimization & Verification - -### SERP Analysis -``` -Tool: serp_organic_live_advanced -Use: See current top 10 results, SERP features present -Check: Featured snippets, PAA, video results -``` - -### On-Page Analysis -``` -Tool: on_page_instant_pages -Use: Technical SEO check of specific URL -After: Publishing, verify optimization -``` - -### LLM Responses (GEO) -``` -Tool: ai_optimization_llm_response -Use: See how AI models answer our target queries -Why: Optimize content for AI citations -``` - ---- - -## Key Learnings - -**Problem-aware keywords often have zero volume.** -People search for solutions, not problems. "placeholder images slow" = 0 volume. "generate images api" = real volume. - -**Related keywords > seed keywords.** -Your initial guesses are rarely the best targets. Let data guide expansion. - -**Brand keywords are useless.** -"cloudinary pricing" means they already chose Cloudinary. Target problem/solution queries. - -**Low KD + decent volume = opportunity.** -Don't chase "ai image generation" (KD 80+). Find "generate images for nextjs" (KD 30, volume 200). - ---- - -## Output Format - -When reporting keyword research: - -```markdown -## Keyword Research: [Topic] - -### Seeds Analyzed -| Keyword | Volume | KD | Intent | -|---------|--------|----|----| -| ... | ... | ... | ... | - -### Top Opportunities -| Keyword | Volume | KD | Rationale | -|---------|--------|----|----| -| ... | ... | ... | Why this is a good target | - -### Recommendations -[What content to create based on this data] - -### API Calls Made -[List of tools used, estimated cost] -```