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from $3.00 / 1,000 results

Keyword Research (Google Suggest)

Fetches Google Suggest autocomplete suggestions for seed keywords, scores and ranks them by longtail potential, and outputs prioritized keyword candidates.

Pricing

from $3.00 / 1,000 results

Rating

0.0

(0)

Developer

Tatsuya Mizuno

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Monthly active users

11 hours ago

Last modified

Keyword Research — Apify Actor

Fetches Google Suggest autocomplete suggestions for a list of seed keywords, expands them with Japanese question-pattern variants, scores every candidate for longtail/question potential, and outputs the top-N results to the Apify dataset.

Converted from nambei-oyaji.com/scripts/content/keyword_research.py.

Input

Field	Type	Default	Description
`keywords`	`string[]`	required	Seed keywords to research
`language`	`string`	`"ja"`	Google Suggest `hl` locale param
`topN`	`integer`	`20`	Number of top results to output
`requestDelaySeconds`	`number`	`1.0`	Delay between HTTP requests (seconds)
`maxQuestionPatterns`	`integer`	`4`	Question-suffix variants per seed (max 12)

Example input

{
  "keywords": ["パラグアイ 移住", "副業 おすすめ", "格安SIM 比較"],
  "language": "ja",
  "topN": 20,
  "requestDelaySeconds": 1.0,
  "maxQuestionPatterns": 4
}

Output (Apify dataset)

Each item in the dataset represents one ranked keyword:

{
  "priority": 1,
  "keyword": "パラグアイ 移住 費用",
  "type": "longtail",
  "score": 65.0,
  "source_seed": "パラグアイ 移住",
  "status": "pending"
}

Field	Description
`priority`	Rank (1 = highest score)
`keyword`	Normalised keyword string
`type`	`"longtail"` / `"question"` / `"main"`
`score`	Internal score (higher = better longtail potential)
`source_seed`	Which seed keyword produced this result
`status`	Always `"pending"` — consumed downstream by `article_generator`

Scoring logic

Longtail (3+ words or 10+ chars): base +30
Question (ends with a Japanese informational suffix): base +20
Main keyword: base +10
Word-count bonus: +5 per word, capped at +20
Optimal character count (8–25 chars): +10; >25 chars: −5
High-value term present (稼ぐ, 副業, おすすめ, etc.): +5

Local development

pip install apify
python -m src.main

Set APIFY_IS_AT_HOME=1 and APIFY_INPUT_KEY if running locally against a real Apify key-value store, or place an apify_storage/key_value_stores/default/INPUT.json file with your input JSON for offline testing.

Building & pushing to Apify

$apify push

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