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Scavio for Google Trends Market Intelligence via SERP Data

Extract directional trend signals from SERP data as a pytrends alternative. Capture related searches, People Also Ask, and AI Overview trend context for content planning and market research without relying on unofficial Google Trends scrapers.

The Problem

Google Trends has no public API. The unofficial pytrends library breaks repeatedly as Google changes their frontend (3 breakages in the last 4 months of 2025-2026). Paid alternatives like Exploding Topics charge $39/mo+ for curated lists but do not give raw query-level trend data.

How Scavio Helps

  • No reliance on pytrends or unofficial scrapers
  • 50 daily trend checks for $0.25
  • Related searches and PAA reveal emerging subtopics
  • AI Overview text captures Google's own trend synthesis
  • Zero breakage compared to pytrends' frequent failures

Relevant Platforms

Google

Web search with knowledge graph, PAA, and AI overviews

Quick Start: Python Example

Here is a quick example searching Google for "A content team tracks 50 industry keywords weekly. For each, Scavio searches Google for '[keyword] trend 2026' with AI Overview. Related searches surface 3-5 emerging subtopics per keyword. PAA questions become content ideas. AI Overview text shows whether the topic is growing or declining. 50 queries/week at $0.25. The team found 'vibe coding' trending 4 weeks before it appeared in industry newsletters.":

Python
import requests

API_KEY = "your_scavio_api_key"

response = requests.post(
    "https://api.scavio.dev/api/v1/search",
    headers={
        "x-api-key": API_KEY,
        "Content-Type": "application/json",
    },
    json={"query": query},
)

data = response.json()
for result in data.get("organic_results", [])[:5]:
    print(f"{result['position']}. {result['title']}")
    print(f"   {result['link']}\n")

Built for Content strategists, market researchers, growth teams, product managers tracking market trends programmatically

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your google trends market intelligence via serp data solution. The API returns structured JSON that is ready for processing, analysis, or feeding into AI agents.

Start with the free tier (250 credits/month, no credit card required) and scale to paid plans when you need higher volume.

Frequently Asked Questions

Extract directional trend signals from SERP data as a pytrends alternative. Capture related searches, People Also Ask, and AI Overview trend context for content planning and market research without relying on unofficial Google Trends scrapers. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For google trends market intelligence via serp data, use the Google Search endpoint. Each request costs 1 credit.

Yes. Scavio handles all the infrastructure — proxies, rate limits, CAPTCHAs, and anti-bot detection. Paid plans support up to 100K+ credits/month with priority support and higher rate limits.

Absolutely. Scavio integrates with LangChain, CrewAI, LlamaIndex, AutoGen, and any framework that can make HTTP requests. Build an agent that searches, analyzes, and acts on google trends market intelligence via serp data data automatically.

Build Your Google Trends Market Intelligence via SERP Data Solution

250 free credits/month. No credit card required. Start building with Google data today.