The Problem
Google AI Overviews are reshaping organic search by answering queries directly in the SERP. Your brand might be cited in an AI Overview today and gone tomorrow, or a competitor might appear where you used to. There is no notification system for AI Overview changes, and manually checking is impossible at scale. Most SEO tools do not even track AI Overview presence consistently. You are losing or gaining visibility in the most prominent SERP feature of 2026 without knowing it.
The Scavio Solution
Scavio returns AI Overview content as a first-class field in the search response. You build a monitoring script that checks your target keywords daily, parses the AI Overview text for brand mentions, and alerts when your brand appears or disappears. The same script tracks competitor brand mentions in AI Overviews, giving you a complete picture of AIO visibility. Since the data is structured JSON with a dedicated ai_overview key, parsing is trivial compared to scraping rendered HTML.
Before
Before Scavio, AI Overview presence was invisible. Brands had no idea when they appeared, disappeared, or were replaced by competitors in the most prominent SERP feature of 2026.
After
After Scavio, a daily script tracks AI Overview mentions for your brand and competitors. Changes trigger immediate alerts, and the team can respond to visibility shifts within 24 hours.
Who It Is For
SEO teams and brand managers who need visibility into AI Overview presence. Anyone whose organic traffic strategy depends on understanding when and where Google cites their brand in AI-generated answers.
Key Benefits
- AI Overview content returned as structured JSON field
- Daily brand mention tracking across target keywords
- Competitor AIO presence monitoring in the same pipeline
- Alerts on appearance, disappearance, and replacement events
- Historical tracking shows AIO visibility trends over time
Python Example
import requests
import json
from pathlib import Path
from datetime import datetime
API_KEY = "your_scavio_api_key"
BRAND = "yourbrand"
def check_aio_presence(keyword: str) -> dict:
res = requests.post(
"https://api.scavio.dev/api/v1/search",
headers={"x-api-key": API_KEY},
json={"platform": "google", "query": keyword, "ai_overview": True},
timeout=15,
)
res.raise_for_status()
data = res.json()
aio = data.get("ai_overview")
if not aio:
return {"keyword": keyword, "has_aio": False, "brand_mentioned": False}
text = aio.get("text", "").lower()
return {
"keyword": keyword,
"has_aio": True,
"brand_mentioned": BRAND.lower() in text,
"aio_text_preview": text[:200],
}
def monitor_aio(keywords: list[str]):
history_path = Path("aio_history.json")
history = json.loads(history_path.read_text()) if history_path.exists() else {}
changes = []
for kw in keywords:
result = check_aio_presence(kw)
prev = history.get(kw, {}).get("brand_mentioned", None)
current = result["brand_mentioned"]
if prev is not None and prev != current:
changes.append({
"keyword": kw,
"change": "appeared" if current else "disappeared",
"date": datetime.utcnow().isoformat(),
})
history[kw] = result
history_path.write_text(json.dumps(history, indent=2))
if changes:
print(f"AIO CHANGES: {len(changes)} keywords")
for c in changes:
print(f" {c['keyword']}: brand {c['change']}")
return changes
keywords = ["best api for search", "serp api comparison", "web scraping alternative"]
monitor_aio(keywords)JavaScript Example
const API_KEY = "your_scavio_api_key";
const BRAND = "yourbrand";
async function checkAioPresence(keyword) {
const res = await fetch("https://api.scavio.dev/api/v1/search", {
method: "POST",
headers: { "x-api-key": API_KEY, "content-type": "application/json" },
body: JSON.stringify({ platform: "google", query: keyword, ai_overview: true }),
});
if (!res.ok) throw new Error(`scavio ${res.status}`);
const data = await res.json();
const aio = data.ai_overview;
if (!aio) return { keyword, hasAio: false, brandMentioned: false };
const text = (aio.text ?? "").toLowerCase();
return { keyword, hasAio: true, brandMentioned: text.includes(BRAND.toLowerCase()), aioPreview: text.slice(0, 200) };
}
async function monitorAio(keywords) {
const fs = await import("fs/promises");
let history = {};
try { history = JSON.parse(await fs.readFile("aio_history.json", "utf8")); } catch {}
const changes = [];
for (const kw of keywords) {
const result = await checkAioPresence(kw);
const prev = history[kw]?.brandMentioned;
if (prev !== undefined && prev !== result.brandMentioned) {
changes.push({ keyword: kw, change: result.brandMentioned ? "appeared" : "disappeared", date: new Date().toISOString() });
}
history[kw] = result;
}
await fs.writeFile("aio_history.json", JSON.stringify(history, null, 2));
if (changes.length) {
console.log(`AIO CHANGES: ${changes.length} keywords`);
for (const c of changes) console.log(` ${c.keyword}: brand ${c.change}`);
}
return changes;
}
await monitorAio(["best api for search", "serp api comparison", "web scraping alternative"]);Platforms Used
Web search with knowledge graph, PAA, and AI overviews