The Problem
Agencies productize AI SEO services but stitching together keyword tracking, AI Overview citation audit, Reddit signal, and content gap analysis requires multiple vendors at high combined cost. Margins erode.
The Scavio Solution
Single Scavio + LLM + Otterly stack at ~$80/mo per agency seat. Scavio handles SERP, AI Overview citations, Reddit threads. LLM does gap analysis. Otterly polishes the dashboard.
Before
5 vendors (SEO tool + AEO dashboard + Reddit scraper + content brief tool + LLM) totaling $300-800/mo per seat.
After
Scavio $30 + LLM $20 + Otterly $29 = ~$80/mo per seat. Sells at $99-499/mo per client with healthy margin.
Who It Is For
Solo and small agencies productizing AI SEO and AEO deliverables, marketing freelancers, in-house SEO leads at small companies.
Key Benefits
- Single data layer for keywords + AEO + Reddit
- Sub-$100/mo cost basis per seat
- MCP-driven if agency uses Claude Code
- Otterly dashboard or DIY DuckDB visualizer
- Profitable at $99/mo client tier
Python Example
import os, requests
H = {'x-api-key': os.environ['SCAVIO_API_KEY']}
def audit(client_keywords):
out = {}
for k in client_keywords:
s = requests.post('https://api.scavio.dev/api/v1/search', headers=H, json={'query': k, 'include_ai_overview': True}).json()
r = requests.post('https://api.scavio.dev/api/v1/reddit/search', headers=H, json={'query': k}).json()
out[k] = {'serp': s.get('organic_results', [])[:10], 'ai_overview_citations': (s.get('ai_overview') or {}).get('citations', []), 'reddit': r.get('posts', [])[:10]}
return outJavaScript Example
const H = { 'x-api-key': process.env.SCAVIO_API_KEY, 'Content-Type': 'application/json' };
async function audit(keywords) {
const out = {};
for (const k of keywords) {
const [s, r] = await Promise.all([
fetch('https://api.scavio.dev/api/v1/search', { method:'POST', headers:H, body: JSON.stringify({ query: k, include_ai_overview: true }) }).then(r => r.json()),
fetch('https://api.scavio.dev/api/v1/reddit/search', { method:'POST', headers:H, body: JSON.stringify({ query: k }) }).then(r => r.json())
]);
out[k] = { s, r };
}
return out;
}Platforms Used
Web search with knowledge graph, PAA, and AI overviews
Community, posts & threaded comments from any subreddit