marketing

Scavio for B2B Target Company Search Layer

Build a programmatic search layer that discovers ICP-matched companies from Google SERP data, enriches them with Reddit community sentiment, and filters out poor fits using negative keywords.

The Problem

Sales teams manually search for target companies on Google and LinkedIn, spending 2-3 hours per day on discovery. The hit rate is low because positive keyword matching alone misses context about company fit.

How Scavio Helps

  • Automated daily company discovery from SERP
  • Reddit sentiment adds context beyond company websites
  • Negative filtering improves hit rate from 30% to 60%+
  • Structured JSON feeds directly into CRM
  • Scales from 10 to 1000 daily discoveries without proportional time

Relevant Platforms

Google

Web search with knowledge graph, PAA, and AI overviews

Reddit

Community, posts & threaded comments from any subreddit

Quick Start: Python Example

Here is a quick example searching Google for "GTM engineer queries Google for 'series A fintech company hiring data engineer' daily. API returns structured results with company names, URLs, and snippets. Reddit search for each company surfaces complaints, praise, and hiring signals. Negative filter removes consulting firms and agencies. 15 qualified leads per day, 3 minutes of review.":

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 SDRs, GTM engineers, B2B sales ops building automated prospecting pipelines

Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your b2b target company search layer solution. The API returns structured JSON that is ready for processing, analysis, or feeding into AI agents.

Start with the free tier (500 credits/month, no credit card required) and scale to paid plans when you need higher volume.

Frequently Asked Questions

Build a programmatic search layer that discovers ICP-matched companies from Google SERP data, enriches them with Reddit community sentiment, and filters out poor fits using negative keywords. The API returns structured JSON that you can process programmatically or feed into an AI agent for automated analysis.

For b2b target company search layer, use the Google Search, reddit endpoints. 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 b2b target company search layer data automatically.

Build Your B2B Target Company Search Layer Solution

500 free credits/month. No credit card required. Start building with Google, Reddit data today.