Felo vs Olostep: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Felo and Olostep — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Felo

Free

Free multilingual AI search engine delivering real-time answers and generating presentations, mind maps, and posters.

Real-time Answers: Returns up-to-date responses to user queries, enabling timely information retrieval and quick decision-making.
Multilingual Support: Understands and responds in multiple languages, allowing users to search and generate content across language barriers.
AI Presentation Generation: Automatically creates slide decks or presentation outlines from queries or input topics to accelerate content creation.
AI Mind Maps: Generates structured mind maps to visualize concepts, relationships, and brainstorming outputs for planning and learning.
Poster Creation: Produces poster-style visual assets from text prompts, useful for marketing, education, and social sharing.
Free Access: Offers core functionality at no cost, lowering the barrier for individuals and small teams to use advanced search and generation features.
Share & Export: Allows users to export or share generated presentations, mind maps, and posters for collaboration and distribution.
Real-time natural language answers to user queries
Multilingual query and response support
Create AI-generated presentations
Generate mind maps from queries or content
Design posters from generated content
Web-based interface accessible via browser
Conversational search experience

Multilingual Research: Quickly gather concise, real-time answers to research questions in different languages for international teams or multilingual users.
Rapid Presentation Building: Generate slide decks or presentation outlines from a short brief to speed up meeting and talk preparation.
Brainstorming and Planning: Create AI-generated mind maps to structure ideas, plan projects, or map out study topics.
Marketing Asset Creation: Design poster visuals and promotional materials from text prompts for social media and events.
Educational Support: Produce concise explanations and visual aids for lessons, study guides, or classroom handouts.
Content Ideation: Use generated summaries and visuals as starting points for blog posts, videos, or other content creation workflows.
Quick factual Q&A and research via natural language search
Generate slide decks and presentations from summarized answers
Visualize ideas and structure information with mind maps
Create promotional or informational posters from generated content
Multilingual information retrieval for global users

Olostep Technologies

Freemium

A single web data API for AI agents that scrapes, crawls, maps, searches, answers, and monitors sites, returning clean Markdown, HTML, or JSON.

Unified Web Data API: Seven endpoints — scrapes, crawls, maps, batches, searches, answers, and monitors — behind one object-oriented client instead of separate services.
Clean Format Output: Returns any URL as Markdown, HTML, screenshots, or structured JSON so content is immediately usable as LLM context.
Site Crawling with URL Globs: Retrieve every page on a site with max-page limits and include/exclude glob patterns, then iterate pages and fetch content per page.
Batch Processing: Process up to 100,000 URLs in roughly five to seven minutes for large enrichment and indexing jobs.
Natural-Language Search and Answers: Query the web in plain language for ranked links, or use the answers endpoint to get an AI-composed response with sources.
Web Monitors: Set up monitors that fire when something changes across the web, such as a company publishing a new blog post.
JS Rendering with Residential IPs: All requests, including those on the free trial, are JavaScript-rendered and routed through residential IP addresses.
Agent-Native Access: Native Python and Node.js SDKs plus an MCP server and CLI so coding agents and AI tools can call Olostep directly.

RAG Pipeline Ingestion: Crawl documentation sites and convert every page to clean Markdown for embedding into a retrieval index.
Agent Web Browsing: Give an autonomous agent reliable read access to any URL through an MCP server rather than a brittle custom scraper.
Lead and Company Enrichment: Batch-process tens of thousands of company URLs to extract structured firmographic data.
Competitive Monitoring: Watch competitor blogs, changelogs, and pricing pages and get notified when they change.
Real-Time Research: Run natural-language searches and pull AI-generated answers with source links inside an application.
Price and Catalog Tracking: Scrape ecommerce listings on a schedule to keep an internal pricing dataset current.