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DataForSEO

该 Skill 借助 ClawLink 托管连接,在 OpenClaw 中以 clawlink_* 工具调用 DataForSEO 的异步任务与结果检索接口,执行关键词研究、SERP 抓取、外链分析、商家与 AI 优化查询,返回结构化搜索情报数据。

hith3sh
hith3sh
热度 87.43
最近更新 2026-06-09 15:06:06
分类:营销依赖:MCP 服务 / 第三方 API应用场景:市场分析 / 研究 / 报告撰写

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add dataforseo-reporting
Metadata
name
dataforseo-reporting
description
Run SEO, SERP, keyword, and search intelligence workflows with DataForSEO — powered by ClawLink.

DataForSEO

DataForSEO

Work with DataForSEO from chat — run SEO, SERP, keyword, and search intelligence workflows.

Powered by ClawLink, an integration hub for OpenClaw that handles hosted connection flows and credentials so you don't need to configure DataForSEO API access yourself.

Setup in 3 Steps

Step 1: Install Step 2: Pair Account Step 3: Connect DataForSEO
Install Pair App-specific connection GIF coming soon
Run the install command in OpenClaw Sign in and approve the device Open the dashboard and connect DataForSEO

Connection flow

User → ClawLink → DataForSEO account
         ↓
    OpenClaw tools
    (via ClawLink)

Step 1 — Install the ClawLink plugin:

openclaw plugins install clawhub:clawlink-plugin

Start a fresh chat after installing.

Step 2 — Pair ClawLink:

  1. Call clawlink_begin_pairing
  2. Open the returned URL in your browser
  3. Sign in to ClawLink and approve the device

Step 3 — Connect DataForSEO: Open claw-link.dev/dashboard?add=dataforseo, complete the connection flow, then confirm.

App-specific connection GIF coming soon

Step 4 — Verify and discover:

// 1. Verify DataForSEO is connected
clawlink_list_integrations()

// 2. List available tools
clawlink_list_tools({ integration: "dataforseo" })

// 3. Search tools if needed
clawlink_search_tools({ query: "keyword", integration: "dataforseo" })

Architecture

┌─────────────────────────────────────────────────────────┐
│                    OpenClaw (you)                       │
├─────────────────────────────────────────────────────────┤
│  ClawLink Plugin  →  clawlink_* tools                   │
├─────────────────────────────────────────────────────────┤
│                    ClawLink Cloud                       │
│         (credentials, connection state, routing)        │
├─────────────────────────────────────────────────────────┤
│           DataForSEO API (user's account)               │
└─────────────────────────────────────────────────────────┘

Tool reference

DataForSEO uses an async task model — most create_* tools return a task ID, and get_* tools retrieve results by task ID.

Tasks (create → get retrieval model)

Tool Description Risk
dataforseo_create_app_data_apple_app_reviews_task Create Apple App Store reviews retrieval task confirm
dataforseo_create_app_data_apple_app_searches_task Create Apple App Store search task (up to 100 per request) confirm
dataforseo_create_app_data_google_app_list_task Create Google Play top charts app list task confirm
dataforseo_create_app_data_google_app_reviews_task Create Google Play app reviews retrieval task confirm
dataforseo_create_business_data_trustpilot_search_task Create Trustpilot business profile search task confirm
dataforseo_create_keywords_data_google_trends_explore_task Create Google Trends Explore task confirm
dataforseo_create_kw_bing_audience_est_task Create Bing audience estimation task for ad planning confirm
dataforseo_create_kw_google_kw_for_kw_task Create keyword research task with search volume/CPC confirm
dataforseo_create_merchant_amazon_sellers_task Get Amazon sellers for a product confirm
dataforseo_create_on_page_lighthouse_task_post Create Lighthouse audit task for page quality confirm
dataforseo_create_on_page_task_post Create on-page SEO crawl task (60+ parameters) confirm
dataforseo_create_serp_google_autocomplete_task Create Google Autocomplete SERP task confirm
dataforseo_create_serp_google_events_task Create Google Events SERP task (English only) confirm
dataforseo_create_serp_google_finance_explore_task Create Google Finance Explore task confirm
dataforseo_create_serp_google_local_finder_task Create Google Local Finder SERP task confirm
dataforseo_create_serp_google_maps_task Create Google Maps SERP task confirm
dataforseo_create_serp_google_organic_task_post Create Google organic SERP task with featured snippets confirm
dataforseo_create_serp_seznam_organic_task Create Seznam (Czech) organic SERP task confirm
dataforseo_create_serp_youtube_video_comments_task Create YouTube video comments retrieval task confirm
dataforseo_create_serp_youtube_video_subtitles_task Create YouTube video subtitles extraction task confirm
dataforseo_force_on_page_crawl Force-stop ongoing website crawl high_impact

Results retrieval

Tool Description Risk
dataforseo_get_ai_keyword_data_available_filters Discover filterable fields for AI keyword queries safe
dataforseo_get_ai_keyword_data_locations_and_languages Get supported locations/languages for AI keyword API safe
dataforseo_get_ai_opt_chat_gpt_llm_scraper_html_by_id Get ChatGPT LLM scraper results in HTML (task ID valid 7 days) safe
dataforseo_get_ai_opt_chat_gpt_llm_scraper_task_adv_by_id Get advanced ChatGPT LLM scraper results with markdown/sources safe
dataforseo_get_ai_opt_gemini_llm_scraper_task_adv Get Gemini LLM scraper results (results valid 30 days) safe
dataforseo_get_ai_optimization_chat_gpt_llm_responses_live Get live ChatGPT responses with optional web search safe
dataforseo_get_ai_optimization_gemini_llm_scraper_html_by_id Get Gemini scraper HTML results (valid 7 days) safe
dataforseo_get_ai_optimization_llm_mentions_top_domains_live Get top domains mentioned by LLMs for keywords safe
dataforseo_get_app_data_apple_app_list_task_advanced Get Apple App Store app list results by task ID safe
dataforseo_get_app_data_apple_app_searches_task_advanced Get Apple App Search results by task ID safe
dataforseo_get_app_data_google_app_info_task_html_by_id Get Google Play app HTML (valid 7 days) safe
dataforseo_get_app_data_google_app_list_task_advanced_by_id Get Google Play app list results by task ID safe
dataforseo_get_app_data_google_app_reviews_task_html Get Google Play reviews HTML (valid 7 days) safe
dataforseo_get_app_data_google_app_searches_task_html_by_id Get Google Play search HTML by task ID safe
dataforseo_get_app_google_app_reviews_task_get_adv_by_id Get Google Play review details by task ID safe
dataforseo_get_app_google_app_searches_task_adv_by_id Get Google Play search results by task ID safe
dataforseo_get_apple_app_info_task_advanced Get advanced Apple App Info results by task ID safe
dataforseo_get_backlinks_bulk_pages_summary_live Get backlinks summary for up to 1000 targets at once safe
dataforseo_get_backlinks_bulk_spam_score_live Get spam scores for multiple domains safe
dataforseo_get_backlinks_summary_live Get comprehensive backlinks overview for a domain safe
dataforseo_get_bing_kw_performance_locations_and_languages Get supported Bing keyword locations/languages safe
dataforseo_get_biz_business_listings_available_filters Discover filterable fields for business listings safe
dataforseo_get_biz_google_hotel_info_task_get_adv_by_id Get Google Hotel Info by task ID safe
dataforseo_get_biz_google_hotel_searches_task_by_id Get Google Hotel search results (valid 30 days) safe
dataforseo_get_biz_google_my_business_updates_task_by_id Get Google My Business updates (valid 30 days) safe
dataforseo_get_biz_google_questions_and_answers_task Get Google Business Q&A by task ID safe
dataforseo_get_business_data_google_extended_reviews_task Get extended Google Business reviews by task ID safe
dataforseo_get_business_data_google_my_business_info_task Get Google My Business info by task ID safe
dataforseo_get_business_data_google_reviews_task Get Google Business reviews by task ID safe
dataforseo_get_business_data_tripadvisor_reviews_task_by_id Get TripAdvisor reviews by task ID safe
dataforseo_get_business_data_tripadvisor_search_task_by_id Get TripAdvisor business search results by task ID safe
dataforseo_get_business_data_trustpilot_search_task_by_id Get Trustpilot search results by task ID safe
dataforseo_get_chat_gpt_llm_scraper_locations_by_country Get valid locations for ChatGPT LLM scraper tasks safe
dataforseo_get_dataforseo_labs_available_filters Discover filterable fields for Labs API safe
dataforseo_get_dataforseo_labs_bing_related_keywords_live Get Bing related keywords (up to 4680 ideas) safe
dataforseo_get_dataforseo_labs_google_available_history Get available historical dates for Labs domain metrics safe
dataforseo_get_dataforseo_labs_google_top_searches_live Get top Google search keywords with trends safe
dataforseo_get_dataforseo_labs_status Get last update dates for Labs data sources safe
dataforseo_get_dataforseo_trends_locations_by_country Get valid locations for DataForSEO Trends tasks safe
dataforseo_get_domain_analytics_tech_technology_stats_live Get historical technology adoption statistics safe
dataforseo_get_gemini_llm_responses_task_by_id Get Gemini LLM responses by task ID (valid 30 days) safe
dataforseo_get_google_hist_bulk_traffic_est_live Get historical monthly traffic for up to 1000 domains safe
dataforseo_get_keywords_data_bing_keywords_for_site_task Get Bing keywords for a site by task ID safe
dataforseo_get_keywords_data_bing_search_volume_task_by_id Get Bing search volume by task ID (valid 30 days) safe
dataforseo_get_keywords_data_google_ads_status Check Google Ads keyword data update status safe
dataforseo_get_keywords_data_google_search_volume_task_by_id Get Google search volume by task ID safe
dataforseo_get_kw_bing_audience_est_industries Get 147 Bing audience estimation industry IDs safe
dataforseo_get_kw_bing_kw_for_kw_task_by_id Get Bing keyword suggestions by task ID (up to 3000) safe
dataforseo_get_kw_bing_kw_suggestions_for_url_live Get Bing keyword suggestions for a URL (live) safe
dataforseo_get_kw_bing_kw_suggestions_for_url_task Get Bing keyword suggestions for URL (task-based, 30 days) safe
dataforseo_get_kw_google_ads_ad_traffic_by_kw_task_by_id Get Google Ads ad traffic forecasts by task ID safe
dataforseo_get_kw_google_ads_kw_for_kw_live Get Google Ads keyword suggestions (live) safe
dataforseo_get_kw_google_ads_kw_for_kw_task_by_id Get Google Ads keywords by task ID safe
dataforseo_get_kw_google_ads_kw_for_site_task Get Google Ads keywords for a site by task ID safe
dataforseo_get_kw_google_ads_search_vol_task_by_id Get Google Ads search volume by task ID safe
dataforseo_get_kw_google_kw_for_category_live Get Google keywords for a product category (up to 700) safe
dataforseo_get_kw_google_kw_for_kw_task_by_id Get Google keyword suggestions by task ID safe
dataforseo_get_kw_google_trends_explore_task_by_id Get Google Trends explore results by task ID safe
dataforseo_get_kw_google_trends_locations_by_country Get valid Google Trends locations safe
dataforseo_get_llm_mentions_available_filters Discover filterable fields for LLM mentions API safe

Appendix (always-on utilities)

Tool Description Risk
dataforseo_get_appendix_errors Get complete API error codes and HTTP status codes safe
dataforseo_get_appendix_status Get current operational status of all APIs safe
dataforseo_get_appendix_user_data Get account balance, rate limits, spending, pricing safe

Code examples

Example 1: Run keyword research

// Create a Google keyword research task
const task = await clawlink_call_tool({
  tool: "dataforseo_create_kw_google_kw_for_kw_task",
  parameters: {
    keywords: ["content marketing", "SEO strategy"],
    location_name: "United States",
    language_name: "English"
  }
});

// Retrieve results (after async processing)
const results = await clawlink_call_tool({
  tool: "dataforseo_get_kw_google_kw_for_kw_task_by_id",
  parameters: { task_id: task.id }
});

Example 2: Run a SERP task

// Create a Google organic SERP task
const serpTask = await clawlink_call_tool({
  tool: "dataforseo_create_serp_google_organic_task_post",
  parameters: {
    keyword: "best CRM software 2024",
    location_name: "United States",
    language_name: "English"
  }
});

// Get results
const serpResults = await clawlink_call_tool({
  tool: "dataforseo_get_keywords_data_google_search_volume_task_by_id",
  parameters: { task_id: serpTask.id }
});

Example 3: Analyze backlinks

// Get backlinks summary for a domain
const backlinks = await clawlink_call_tool({
  tool: "dataforseo_get_backlinks_summary_live",
  parameters: {
    target: "example.com"
  }
});

// Get spam scores
const spamScores = await clawlink_call_tool({
  tool: "dataforseo_get_backlinks_bulk_spam_score_live",
  parameters: {
    targets: ["example.com", "competitor.com"]
  }
});

Example 4: AI Optimization queries

// Get top domains mentioned by LLMs for a keyword
const llmMentions = await clawlink_call_tool({
  tool: "dataforseo_get_ai_optimization_llm_mentions_top_domains_live",
  parameters: {
    keyword: "project management software"
  }
});

// Get live ChatGPT response with web search
const chatGptResponse = await clawlink_call_tool({
  tool: "dataforseo_get_ai_optimization_chat_gpt_llm_responses_live",
  parameters: {
    prompt: "What are the top 10 project management tools?",
    temperature: 0.7
  }
});

Error handling

Error pattern Likely cause Resolution
Task not ready Async task still processing Wait and retry with same task ID
Task expired Task older than 30 days Create a new task
Invalid location Unsupported country/location Use dataforseo_get_dataforseo_trends_locations_by_country to find valid codes
Rate limit exceeded Too many requests Check dataforseo_get_appendix_user_data for rate limits; slow down requests
Insufficient balance Out of DataForSEO credits User needs to add funds to their DataForSEO account

Security & Permissions

  • ClawLink stores only the API credentials, never raw keys in plaintext
  • Device credentials are stored locally in OpenClaw plugin config
  • Some tasks (e.g., large crawls) can consume significant credits — always confirm before running large jobs

Troubleshooting

Task results not available:

  • Tasks are async — results may take minutes to be ready
  • Check task status by calling the appropriate get_* tool with the task ID
  • Task results expire after 30 days for most task types

Empty results from keyword tools:

  • Verify the keyword and location are valid
  • Some very niche keywords may have no data
  • Check dataforseo_get_appendix_status to verify the API is operational

Credit consumption higher than expected:

  • Use dataforseo_get_appendix_user_data to check current balance
  • On-page crawls and bulk backlink queries consume credits
  • Use narrow filters and specific targets to minimize credit usage

Powered by ClawLink — your OpenClaw integration hub for DataForSEO.