Market research traditionally requires expensive panels and slow surveys. Search data is a faster, cheaper proxy for real demand. Scavio lets you query Google for search trends and competitor landscape, Amazon for product demand and pricing, and Reddit for unfiltered consumer sentiment. Combine these signals to validate markets, size opportunities, and understand customer language before committing resources.
API Endpoint
POST https://api.scavio.dev/api/v1/searchPython Example
import requests
API_KEY = "YOUR_API_KEY"
HEADERS = {
"Authorization": f"Bearer {API_KEY}",
"Content-Type": "application/json",
}
market = "standing desk"
# 1. Google: search landscape and questions
google_res = requests.post(
"https://api.scavio.dev/api/v1/search",
headers=HEADERS,
json={"query": f"best {market} 2026", "country_code": "us"},
)
google_data = google_res.json()
print("Top Google results:")
for r in google_data.get("organic_results", [])[:3]:
print(f" {r['title']}")
print("\nQuestions people ask:")
for paa in google_data.get("people_also_ask", [])[:3]:
print(f" - {paa['question']}")
# 2. Amazon: product demand and pricing
amazon_res = requests.post(
"https://api.scavio.dev/api/v1/amazon/search",
headers=HEADERS,
json={"query": market, "country_code": "us"},
)
amazon_data = amazon_res.json()
print("\nTop Amazon products:")
for p in amazon_data.get("products", [])[:3]:
print(f" {p['title']} - {p.get('price', 'N/A')} ({p.get('reviews_count', 0)} reviews)")
# 3. Reddit: consumer sentiment
reddit_res = requests.post(
"https://api.scavio.dev/api/v1/reddit/search",
headers=HEADERS,
json={"query": f"{market} recommendation"},
)
reddit_data = reddit_res.json()
print("\nReddit discussions:")
for post in reddit_data.get("posts", [])[:3]:
print(f" r/{post.get('subreddit', '?')}: {post['title']}")JavaScript Example
const API_KEY = "YOUR_API_KEY";
const HEADERS = {
Authorization: `Bearer ${API_KEY}`,
"Content-Type": "application/json",
};
const market = "standing desk";
// 1. Google: search landscape and questions
const googleRes = await fetch("https://api.scavio.dev/api/v1/search", {
method: "POST",
headers: HEADERS,
body: JSON.stringify({ query: `best ${market} 2026`, country_code: "us" }),
});
const googleData = await googleRes.json();
console.log("Top Google results:");
for (const r of (googleData.organic_results || []).slice(0, 3)) {
console.log(` ${r.title}`);
}
console.log("\nQuestions people ask:");
for (const paa of (googleData.people_also_ask || []).slice(0, 3)) {
console.log(` - ${paa.question}`);
}
// 2. Amazon: product demand and pricing
const amazonRes = await fetch("https://api.scavio.dev/api/v1/amazon/search", {
method: "POST",
headers: HEADERS,
body: JSON.stringify({ query: market, country_code: "us" }),
});
const amazonData = await amazonRes.json();
console.log("\nTop Amazon products:");
for (const p of (amazonData.products || []).slice(0, 3)) {
console.log(` ${p.title} - ${p.price ?? "N/A"} (${p.reviews_count ?? 0} reviews)`);
}
// 3. Reddit: consumer sentiment
const redditRes = await fetch("https://api.scavio.dev/api/v1/reddit/search", {
method: "POST",
headers: HEADERS,
body: JSON.stringify({ query: `${market} recommendation` }),
});
const redditData = await redditRes.json();
console.log("\nReddit discussions:");
for (const post of (redditData.posts || []).slice(0, 3)) {
console.log(` r/${post.subreddit ?? "?"}: ${post.title}`);
}Expected Response
{
"search_metadata": {
"status": "success",
"query": "best standing desk 2026",
"country_code": "us"
},
"organic_results": [
{
"position": 1,
"title": "The 8 Best Standing Desks of 2026, Tested and Reviewed",
"link": "https://example.com/best-standing-desks",
"snippet": "After testing 25 standing desks over 6 months..."
}
],
"people_also_ask": [
{ "question": "Are standing desks actually better for you?", "snippet": "..." },
{ "question": "What is the best budget standing desk?", "snippet": "..." }
],
"related_searches": [
{ "query": "standing desk converter" },
{ "query": "electric standing desk under 300" }
]
}Benefits
- Validate market demand with real search volume signals
- Analyze pricing and competition on Amazon
- Understand customer language from Reddit discussions
- Combine Google, Amazon, and Reddit for a 360-degree market view
- Faster and cheaper than traditional panel-based market research
- Automate research across multiple markets and geographies