The Problem
Product managers need competitive app review intelligence but direct App Store and Google Play scraping is fragile and violates ToS. Review aggregator APIs charge $50-200/mo for limited coverage. Manual review reading caps at 2-3 competitor apps and misses sentiment shifts between monthly check-ins.
How Scavio Helps
- Daily competitor review monitoring at $0.05/day for 5 apps
- Google-indexed reviews plus Reddit community discussions
- Sentiment shift detection within 24 hours
- No app store scraping or ToS violations
- Negative keyword scoring identifies bugs and complaints automatically
Relevant Platforms
Web search with knowledge graph, PAA, and AI overviews
Community, posts & threaded comments from any subreddit
Quick Start: Python Example
Here is a quick example searching Google for "A productivity app tracks 5 competitors daily. For each: Google search for '[app] app reviews 2026' and Reddit search for '[app] app'. Sentiment scoring counts negative keywords (bug, crash, slow). Detected a competitor's major sync bug mentioned in 30+ reviews 3 weeks before the competitor acknowledged it publicly. 10 searches/day at $0.05.":
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 Product managers, competitive intelligence teams, app developers, mobile product teams
Scavio handles the search infrastructure — proxies, CAPTCHAs, rate limits, and anti-bot detection — so you can focus on building your app review competitive intelligence solution. The API returns structured JSON that is ready for processing, analysis, or feeding into AI agents.
Start with the free tier (50 credits on signup, no credit card required) and scale to paid plans when you need higher volume.