Google Search Autocomplete & Keyword Suggest Extractor

🚀 Overview & Value Proposition

Extract Google search autocomplete keyword predictions and longtail suggestions in bulk. Discover high-volume search queries and alphabet soup expansions without proxies.

Engineered for professional developers, algorithmic trading firms, Web3 researchers, growth marketers, and data engineers. This Actor extracts structured data directly from official API gateways and high-speed endpoints with zero browser overhead, zero captchas, and ultra-low compute latency.

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🥊 Why This Actor Beats the Competition

Feature	This Apify Actor	Traditional Browser / Puppeteer Scrapers
Speed	⚡ 100–500 items / sec (Direct HTTP & Clean JSON)	🐌 3–8 seconds per page load
Pricing	💰 Pay-Per-Result (PPR) — only pay for extracted records	💸 Billed for expensive browser CPU/RAM hours
Reliability	🛡️ Zero Cloudflare or Captcha failures	🛑 Frequent IP bans, block pages, and captcha blocks
Data Quality	🎯 Clean, typed, schema-validated JSON	⚠️ Fragile CSS selectors breaking every release

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🛠️ Step-by-Step: How to Use

Method 1: Apify Web Console

1. Open the Actor on Apify Console.
2. Fill in the input fields according to your research needs.
3. Click Start and download your results in JSON, CSV, or Excel format.

Method 2: Python SDK

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run_input = queries: ...

run = client.actor("litezero/google-search-autocomplete-scraper").call(run_input=run_input)
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

Method 3: Node.js / JavaScript

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });
const run = await client.actor('litezero/google-search-autocomplete-scraper').call({
    queries: ...
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

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📥 Input Parameters

All parameters are optional or have production-ready defaults:

Parameter	Type	Default	Description
queries	array	['best ai tools', 'vpn for streaming']	List of keywords or seed terms to get autocomplete suggestions for.
expandAlphabet	boolean	False	Automatically appends letters a-z to find dozens of deep long-tail search predictions.
country	string	us	Target geographic country code for localized search suggestions (e.g. us, gb, de, in).
language	string	en	Two-letter language code (e.g. en, es, fr, de).
maxSuggestionsPerQuery	integer	20	Maximum number of autocomplete predictions to return per query.

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📤 Output Data Dictionary

Every extracted item adheres strictly to the .actor/output_schema.json specification:

{
  "scrapedAt": "2026-10-03T18:30:00.000Z",
  "sample": "Refer to output schema specification"
}

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💡 Top Commercial Use Cases

1. Automated Data Pipelines: Schedule recurring runs via Apify Cron to feed internal databases and dashboards.
2. AI & LLM Enrichment: Feed clean, real-time structured data into RAG pipelines, LangChain agents, or fine-tuning datasets.
3. Market & Competitor Intelligence: Monitor industry trends, customer sentiment, and shifts in real-time.