Skills
Crawlora-org-crawlora-skills

serp-keyword-research

Runs SERP and keyword research via Crawlora — Google, Bing, Brave, DuckDuckGo, Yahoo, Baidu, Yandex, selected Qwant/Startpage suggestions, and Google Trends. Use for localized search snapshots, autocomplete ideas, or trend context; it does not provide universal keyword volume.
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更新时间2026-10-26 02:46:59

SERP & keyword research

Capture search-engine result samples and keyword/trend signals as normalized JSON from the Crawlora API. Baidu and Yandex add localized result surfaces; Qwant and Startpage currently contribute autocomplete suggestions only.

When to use this skill

  • "What ranks for on Google / Bing?" / "snapshot the SERP for …".
  • "Keyword ideas / autocomplete for …" (suggest endpoints).
  • "Is trending?" / "interest over time / by region for ."
  • "Related and rising queries for …" (Google Trends).
  • SEO/SERP monitoring, keyword discovery, or trend research.

Setup (one-time)

  • Get a free Crawlora API key (2,000 credits/mo, no card) at https://crawlora.net.
  • Set CRAWLORA_API_KEY in the environment before running the helper.
  • The helper reads CRAWLORA_API_KEY from the environment and sends requests to https://api.crawlora.net/api/v1. Missing/invalid key → 401.

How it works

  1. SERP — Google search is POST /google/search with flat keyword, language, and country fields. Bing, Brave, DuckDuckGo, Yahoo, Baidu, and Yandex use GET with q. Search results are provider-specific samples: preserve each engine's market/language settings, result order, and retrieval time; do not treat ranks from different engines as a common position metric. On a 503 challenge, record the failure and use another engine only when it fits the requested market.
  2. Verticals — news/videos/images per engine (/google/news, /bing/videos, /duckduckgo/news, /duckduckgo/image, /duckduckgo/video, /duckduckgo/shopping, …).
  3. Keyword ideas — autosuggest: GET /google/suggest?q=..., /bing/suggest, /brave/suggest, /baidu/suggest, /yandex/suggest, /qwant/suggest, and /startpage/suggest. Suggestions are query ideas in the source's ranking order, not search-volume estimates or proof of audience demand.
  4. Trends — Google Trends POST endpoints: /google/trends/explore/interest-over-time, /interest-by-region, /related-topics, /rising-queries, /top-queries (body: {"keywords":[...]}), plus GET /google/trends/trending for what's hot now.

Full endpoint list, methods, and params: reference/endpoints.md.

Calling the API

# GET search engines + suggest:
scripts/crawlora.sh /bing/search q="web scraping api" | jq '.'
scripts/crawlora.sh /brave/search q="web scraping api" | jq '.'
scripts/crawlora.sh /duckduckgo/search q="web scraping api" | jq '.'
scripts/crawlora.sh /yahoo-search/search q="web scraping api" | jq '.'
scripts/crawlora.sh /baidu/search q="web scraping api"
scripts/crawlora.sh /yandex/search q="web scraping api"
scripts/crawlora.sh /google/suggest q="web scraping" | jq '.'
scripts/crawlora.sh /qwant/suggest q="web scraping"
scripts/crawlora.sh /startpage/suggest q="web scraping"

# POST endpoints take a JSON body (note -X POST):
scripts/crawlora.sh -X POST /google/search '{"keyword":"web scraping api","language":"en","country":"us"}' | jq '.'
scripts/crawlora.sh -X POST /google/trends/explore/interest-over-time '{"keywords":["web scraping"]}' | jq '.'

Use scripts/crawlora.sh for all requests; it keeps the API key out of command-line arguments.

Endpoint reference

See reference/endpoints.md for every search and suggestion endpoint this skill uses (method, path, params, and description).

Examples

  • SERP snapshot: POST /google/search (and /bing/search) for a target query; record the ranked result titles/URLs to track positions over time.
  • Keyword expansion: seed term → /google/suggest → for each suggestion, POST /google/trends/explore/rising-queries to find momentum.
  • Trend check: POST /google/trends/explore/interest-over-time with {"keywords":["electric bikes","e-bikes"]} and compare the series.

Notes & limits

  • Credits / pay-on-success: billed only on 2xx; free tier 2,000 credits/mo. Key at https://crawlora.net.
  • Public data only — public search results; respect each engine's terms.
  • Search result lists are not full-index exports. Baidu/Yandex, Qwant/Startpage, and English-language providers have different locale and result semantics; keep samples separate and do not infer universal rank, traffic, or demand.
  • Security: key lives in CRAWLORA_API_KEY only — never hardcode, query-param, or commit it.
  • Search endpoints may return 503 when the engine serves a challenge page — retry or switch engines (Google ↔ Bing ↔ Brave). Google search is rate-limited to ~1 req/s (429 on excess).