Local Leadgen Stack (TOS-Safe)

The Problem

Direct Google Maps scraping violates TOS and breaks under IP bans. Manual research burns nights. Most 'free Maps scrapers' on Reddit work for a month then fail.

The Scavio Solution

Outscraper for the bulk Maps record pull + Scavio for the qualification layer (active website, Reddit complaints, social presence) + Hunter for email validation. TOS-safe across the entire stack.

Who It Is For

Local SEO agencies, lead-gen shops, B2B sales teams targeting brick-and-mortar verticals at 200-2000 leads/mo per niche.

Key Benefits

• TOS-safe across the stack (no Google Maps direct scraping)
• Cross-source qualification beyond Maps
• Hunter validation prevents bounce-rate domain damage
• <$10 per niche-cycle of 200 qualified
• Composable, swappable parts

Python Example

import requests, os
H = {'x-api-key': os.environ['SCAVIO_API_KEY']}

def qualify(business):
    score = 0
    queries = [
        f'site:{business["website"]}',
        f'"{business["name"]}" review 2026',
        f'site:linkedin.com/company {business["name"]}',
        f'reddit "{business["name"]}" complaint',
    ]
    for q in queries:
        r = requests.post('https://api.scavio.dev/api/v1/search', headers=H, json={'query': q}).json()
        score += min(len(r.get('organic_results', [])), 3)
    return score

JavaScript Example

// Same in TS via Outscraper + Scavio + Hunter SDKs.

Platforms Used