360 Secure SkillHub
360 安全技能中心

tracking-google-serp-rankings

使用 Apify 的 Google Search scraper 按关键词抓取 Google 搜索结果,解析自然排名、精选摘要、People Also Ask、本地包和广告等 SERP 特征,并生成排名、竞品与机会分析报告。前置条件要求 APIFY_TOKEN;推荐脚本 scripts/run_actor.js 在文件中缺失,但仍保留 MCP 与 REST API 回退方式。

apidojo-io
apidojo-io
热度 7.64
最近更新 2026-09-03 04:28:10
分类:营销依赖:代码执行 / 读写文件 / 第三方 API / MCP 服务应用场景:市场分析 / 报告撰写 / 研究

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 tracking-google-serp-rankings
Metadata
name
tracking-google-serp-rankings
description
Tracks Google search rankings and SERP features for any keyword using apidojo's Google Search scraper on Apify. Triggers when the user asks to: check Google rankings for a keyword, see who ranks on page 1 for a search term, track SERP positions for a list of keywords, monitor competitor rankings on Google, find featured snippets or People Also Ask boxes for a query, analyze the search results landscape for a topic, audit top-ranking content for a keyword, or research organic search competition for SEO. Returns ranking position, URL, title, snippet, and SERP feature type per result. Ideal for SEO managers, content strategists, and digital marketing agencies.
license
Apache-2.0
metadata
{"author":"apidojo","version":"1.0","apify-actor":"apidojo/google-search-scraper"}

Tracking Google SERP Rankings

Scrapes Google Search results for any keyword(s) to show who ranks where, what SERP features appear (featured snippets, PAA, local pack, ads), and how competitors are positioned. Use for SEO audits, content gap analysis, or keyword research.

Prerequisites

  • APIFY_TOKEN environment variable set
  • Optional: Apify MCP server installed

Inputs

Parameter Type Required Default Notes
startUrls array Optional [] Google search URLs
searchTerms array Optional [] Keywords to search on Google
countryCode string Optional US Country for Google search (e.g. US, GB, TR)
languageCode string Optional — Language for results (e.g. en)
maxItems number Optional Unlimited Maximum results to return across all queries
maxPagesPerQuery integer Optional 1 Maximum result pages per query
mobileResults boolean Optional false Fetch mobile SERP layout
customMapFunction string Optional — JavaScript function to transform each output object

Workflow

Progress:
- [ ] Step 1: Define keywords and search parameters
- [ ] Step 2: Run google-search-scraper
- [ ] Step 3: Fetch and parse SERP data
- [ ] Step 4: Map ranking positions and SERP features
- [ ] Step 5: Deliver ranking report

Step 1: Clarify Parameters

Ask the user for:

  • Keywords to track (1–20 keywords)
  • Country (default: US)
  • Language (default: English)
  • Number of results per keyword (default: 20 = top 2 pages)
  • Device — desktop or mobile (default: desktop)
  • Safe search — on or off (default: off for unfiltered results)
  • Specific domain to track (optional — e.g., "where does example.com rank for these keywords?")

Step 2: Run the Actor

Recommended — run_actor.js (handles waiting, output, and file saving automatically):

# Quick answer (prints table to chat)
node scripts/run_actor.js \
  --actor "apidojo~google-search-scraper" \
  --input '{"param": "value"}'

# Save as CSV
node scripts/run_actor.js \
  --actor "apidojo~google-search-scraper" \
  --input '{"param": "value"}' \
  --output YYYY-MM-DD_results.csv --format csv

# Save as JSON
node scripts/run_actor.js \
  --actor "apidojo~google-search-scraper" \
  --input '{"param": "value"}' \
  --output YYYY-MM-DD_results.json --format json

APIFY_TOKEN must be set in environment or .env file.

If Apify MCP is available:

Tool: apify:run-actor
Actor: "apidojo~google-search-scraper"
Input:
{
  "queries": ["[keyword1]", "[keyword2]", "[keyword3]"],
  "maxPagesPerQuery": 2,
  "countryCode": "US",
  "languageCode": "en",
  "mobileResults": false
}

REST API fallback:

curl -X POST \
  "https://api.apify.com/v2/acts/apidojo~google-search-scraper/runs?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "queries": ["[keyword1]", "[keyword2]"],
    "maxPagesPerQuery": 2,
    "countryCode": "US",
    "languageCode": "en"
  }'

Step 3: Parse SERP Data

From dataset, for each keyword extract:

  • Organic results: position, url, title, description, displayedUrl
  • SERP features: featuredSnippet, peopleAlsoAsk, localPack, ads, relatedSearches
  • Total organic results count

If tracking a specific domain: find all positions where url contains the target domain.

Step 4: Map Rankings

For each keyword, build the position table. Calculate:

  • Average position across all keywords (for a specific domain)
  • Keywords where target domain appears in top 3 / top 10 / not at all
  • Keywords owned by the same competitor (URL domain appears multiple times)

Step 5: Format Report

Output Format

# Google SERP Ranking Report
Keywords analyzed: [N] | Country: [US] | Device: [Desktop] | Date: [DATE]

## Rankings Summary (for [target domain], if specified)
- Keywords in top 3: [N]
- Keywords in top 10: [N]
- Keywords on page 2: [N]
- Keywords not ranking: [N]

## Keyword-by-Keyword Results

### "[keyword1]"
| Position | URL | Title | Type |
|----------|-----|-------|------|
| 1 | [url] | [title] | Organic |
| 2 | [url] | [title] | Organic |
| — | — | Featured Snippet: "[snippet text excerpt]" | Feature |
| — | — | People Also Ask: [N] questions | Feature |
| [pos] | [your domain] | [title] | **YOUR RANKING** |

SERP features present: [Featured Snippet / PAA / Local Pack / Ads]
Ranking difficulty signal: [Easy / Medium / Hard — based on DR of top results if available]

### "[keyword2]"
[same structure]

## Competitor Dominance Analysis
| Domain | Keywords Where They Rank Top 3 | Avg Position |
|--------|-------------------------------|--------------|
| [domain] | [N] | [X.X] |

## SERP Feature Opportunities
Keywords where a featured snippet exists but [your domain] is not the source:
- "[keyword]" — snippet currently owned by [domain]
- "[keyword]" — snippet currently owned by [domain]

Troubleshooting

Results vary between runs: Google personalizes results and rotates positions. Run at the same time of day and same location for consistent tracking. No results for a keyword: Very low-volume keywords may return limited results. Try broader variations. Ad-heavy SERPs: Some keywords are dominated by ads — organic position 1 may appear lower on the page. Note this in the report.