What makes serp-keyword-research notable?

1.1K downloads. Trust evidence available

How should serp-keyword-research be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

serp-keyword-research

Runs SERP and keyword research via the Crawlora API — Google, Bing, Brave, DuckDuckGo, and Yahoo search results plus Google Trends interest-over-time and related/rising queries — returning clean JSON. Use when the user wants search-engine rankings, SERP snapshots, autocomplete/keyword suggestions, or trend data instead of scraping result pages.

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.1k

Updated

Oct 11, 2026

Version

1.0.21

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.1K downloadsadoption · observed Oct 11, 2026
Latest release: 1.0.21release · observed Oct 6, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17d53nb8nd03gyyfdy32rgde58e574f:serp-keyword-research

Install using `clawhub skill install s17d53nb8nd03gyyfdy32rgde58e574f:serp-keyword-research` in an isolated environment before connecting it to live workloads.
No published capability contract is available yet, so validate auth and request/response behavior manually.
Review the upstream CLAWHUB listing at https://clawhub.ai/crawlora-org/serp-keyword-research before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-crawlora-org-serp-keyword-research/snapshot"

Documentation

CLAWHUB

145,588 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: serp-keyword-research
description: Runs SERP and keyword research via the Crawlora API — Google, Bing, Brave, DuckDuckGo, and Yahoo search results plus Google Trends interest-over-time and related/rising queries — returning clean JSON. Use when the user wants search-engine rankings, SERP snapshots, autocomplete/keyword suggestions, or trend data instead of scraping result pages.
---

# SERP & keyword research

Capture search-engine results (Google, Bing, Brave, DuckDuckGo, Yahoo) and
keyword/trend signals (Google autosuggest, Google Trends) as normalized
JSON from the Crawlora API.

## When to use this skill

- "What ranks for <query> on Google / Bing?" / "snapshot the SERP for …".
- "Keyword ideas / autocomplete for …" (suggest endpoints).
- "Is <topic> trending?" / "interest over time / by region for <keyword>."
- "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](https://crawlora.net?utm_source=github&utm_medium=referral&utm_campaign=crawlora-skills).
- 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, and Yahoo are plain `GET` with `q`:
   `/bing/search`, `/brave/search`, `/duckduckgo/search`, `/yahoo-search/search`.
   Cross-check engines for coverage; on a `503` challenge, fall back to another engine.
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=...` (and `/bing/suggest`,
   `/brave/suggest`).
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`](reference/endpoints.md).

## Calling the API

```sh
# 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 /google/suggest q="web scraping" | jq '.'

# 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"

_meta.json

{
  "ownerId": "kn70shhkf6qpfwgfrbgtep2wkd8c6b4t",
  "slug": "serp-keyword-research",
  "version": "1.0.21",
  "publishedAt": 1791251970777
}

reference/endpoints.md

# serp-keyword-research — endpoint reference

> Generated from `scripts/tools.json` by `scripts/generate.mjs` — do not edit by hand.

Endpoints this skill uses, grouped by platform. Call them via `scripts/crawlora.sh` (see SKILL.md).

All paths are relative to the API base `https://api.crawlora.net/api/v1` and require the header `x-api-key: $CRAWLORA_API_KEY`. Path params like `{id}` are substituted into the URL; `GET` params go in the query string; `POST` params go in a JSON body.

**37 endpoints across 5 platform group(s).**

## Google (15)

### `google_news`

- **HTTP:** `GET /google/news`
- **What:** Search Google News. Returns current Google News search results using anonymous HTTP requests with fresh proxy profiles, without browser rendering. Pages slice the finite result snapshot; they do not traverse the Google Search index. Results include title, source, publisher article URL, age, and thumbnail when available. Valid no-results searches and exhausted pages return an empty array. Locale defaults to country=us and lang=en. Returns 503 for blocked or malformed upstream responses.
- **Params:** `count` (integer, optional) — Results per page; defaults to 10, clamped to 1..50; `country` (string, optional) — Two-letter country code; defaults to us; `lang` (string, optional) — Google UI language; defaults to en; `page` (integer, optional) — 1-based page within the current finite result snapshot; defaults to 1; `q` (string, **required**) — Search query

### `google_news_search`

- **HTTP:** `POST /google/news`
- **What:** Search Google News with JSON. Restored JSON compatibility endpoint. Returns current Google News articles using anonymous HTTP requests with fresh proxy profiles, without browser rendering. Pages slice the finite current result snapshot. Uses the legacy result array and field names; no-results searches and exhausted pages return an empty result array.
- **Params:** `searchOption` (object, **required**) — Search options; keyword, language and country are required. limit defaults to 10 and is clamped to 10..100; page defaults to 1.
- **REST body:** Send the value of the MCP argument `searchOption` directly as the JSON body; do not wrap it in a `searchOption` property.

### `google_suggest`

- **HTTP:** `GET /google/suggest`
- **What:** Suggest Google search queries. Returns Google autosuggest query completions from the public unauthenticated suggest JSON endpoint. `source` selects the web, YouTube, or shopping suggestion list, and `rich=true` adds a type, relevance score, and short description to each suggestion.
- **Params:** `count` (integer, optional) — Suggestions to return; defaults to 10, clamped to 1..12; `country` (string, optional) — Google result country; defaults to us; `lang` (string, optional) — Google UI language; defaults to en; `q` (string, **required**) — Search query prefix; `rich` (boolean, optional) — Add Google's type, relevance score, and description to each suggestion; defaults to false; `source` (string, opt

skill-card.md

## Description:

Runs search-engine results, keyword suggestions, and Google Trends research through the Crawlora API, returning structured JSON.

This skill is ready for commercial/non-commercial use.

## Publisher:

[crawlora-org](https://clawhub.ai/user/crawlora-org)

### License/Terms of Use:

MIT-0

## Use Case:

SEO practitioners, marketers, and developers use this skill to compare public search rankings, discover related keywords, and examine search trends across engines and regions.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Search terms and trend keywords are sent to Crawlora and related search providers.

Mitigation: Use only public, non-sensitive queries; do not submit secrets, private identifiers, or regulated data.

Risk: An exposed Crawlora API key could allow unauthorized use.

Mitigation: Keep CRAWLORA_API_KEY in the environment; never hardcode or commit it.

## Reference(s):

- [Endpoint reference](reference/endpoints.md)
- [ClawHub skill release](https://clawhub.ai/crawlora-org/skills/serp-keyword-research)

## Skill Output:

**Output Type(s):** [Text, JSON, Guidance]

**Output Format:** [Plain text or Markdown summaries with structured JSON results]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Results reflect public search and trends data; coverage and availability vary by engine.]

## Skill Version(s):

1.0.21 (source: ClawHub release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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