By Role

Scavio for Your Role

Role-specific workflows, tool pairings, and pain points. Find your role and see how Scavio fits your day.

Data Scientists

Pull structured SERP, product, and video data into notebooks to train models and validate hypotheses without scraping.

ML Engineers

Wire live search results into training pipelines, feature stores, and retrieval systems with a reliable JSON API.

AI Engineers

Give your LLM agents a web search superpower with one API call that returns clean, structured results.

SEO Managers

Track rankings, SERP features, and competitor visibility across 190 countries with a raw API you can script.

Growth Marketers

Monitor competitor ads, shopping listings, and branded search to spot opportunities before the rest of the market.

Product Managers

Validate demand, watch competitors, and measure category reception without filing another data request.

Founders

Get a live market feed of customers, competitors, and narratives in the queries and videos that define your category.

Backend Developers

Ship search features into your product with a JSON API, SDKs, and predictable latency instead of babysitting scrapers.

Solutions Engineers

Deliver proofs-of-concept and customer integrations in days using a single search API instead of juggling scrapers.

Content Strategists

Mine SERPs, videos, and news at scale to build briefs that actually match how readers search in 2026.

Research Analysts

Assemble primary evidence from news, search, and video faster than any subscription research database.

E-commerce Managers

Watch Amazon, Walmart, and Google Shopping to defend pricing, catalog, and share across your entire SKU portfolio.

Media Buyers

See exactly which creative, keywords, and placements competitors are buying before your next auction.

Consultants

Deliver faster, better-sourced client deliverables by swapping manual research for a programmable search feed.

Indie Hackers

Build SEO-powered micro-SaaS, directories, and AI wrappers without running a scraping stack as a solo founder.

Start Building with Scavio

500 free credits/month. No credit card required. Get structured search data from Google, Amazon, YouTube, Walmart, and Reddit in minutes.