Ego Lite vs Visiby: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Ego Lite and Visiby — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
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Ego Lite
Citrolabs
The fastest browser for AI agents to run browser automation, letting agents like Codex and Claude Code share your logged-in browser state.
Key features
- Agent-Optimized Browser: A dedicated browser built for AI agents to run automation faster and more reliably than driving a general-purpose browser.
- Shared Logged-In State: Agents like Codex and Claude Code use your existing authenticated sessions without prompting you to re-login inside a sandbox.
- Non-Disruptive Coexistence: Runs alongside your primary browser so the agent's activity does not interfere with what you are doing.
- Zero-Config Setup: Marketed as zero cost and zero configuration so developers can point an agent at Ego Lite in minutes.
- Native macOS Builds: Distributed as DMGs for Apple Silicon and Intel Macs.
- Open Source on GitHub: Hosted on GitHub under citrolabs/ego-lite so users can inspect and contribute.
- Fast Automation Loop: Optimized for high-throughput agent-driven web tasks.
- Trendshift-Recognized: Called out on Trendshift as a trending repository for agent tooling.
Best for
- Claude Code Web Tasks: Let Claude Code fill forms, click buttons, and read pages on your logged-in accounts without you re-authenticating in a sandbox.
- Codex Browser Automation: Give Codex a browser that already has your session cookies and 2FA state so end-to-end scripts just work.
- Automated QA on Authenticated Apps: Run agent-driven regression checks against apps that require login.
- Data Collection Behind Logins: Scrape and summarize dashboards or SaaS reports without re-implementing auth flows for the agent.
- Personal Automation: Automate personal workflows like inbox triage or booking, using an agent that inherits your browser state.
- Developer Tooling: Embed Ego Lite as the browser backend for internal agent tools that need shared session state.
Visiby
FNA Technology
AI visibility platform that tracks how ChatGPT, Perplexity, Claude, Gemini and AI Overviews cite your brand, and ships fixes.
Key features
- AI Citation Tracking: Continuously samples roughly 50,000 prompts per week across ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews to record where and how a brand is cited.
- Per-Engine Visibility Scoring: Reports a composite AI Visibility score plus share of voice and prompts won or lost, broken out engine by engine so declines can be traced to a specific model.
- Prompts & Citations Explorer: Lets teams open any tracked prompt and read the actual model answer to see which competitor was named and why.
- Brand Entity Analysis: Maps the adjectives each engine associates with your brand versus competitors and suggests reframing plays to change that portrait.
- Competitor Intelligence: Tracks rival citation share on comparison and 'alternatives to' prompts, highlighting categories where a competitor dominates.
- Prioritized Action Plan: Converts findings into P0/P1 recommendations such as schema additions or comparison pages, each with a time estimate and projected score gain.
- Site Audit for AI Parseability: Audits pages for missing entity definitions, structured Q&A data and other signals that prevent models from citing the site correctly.
- White-Label Reporting and API: Higher tiers add white-label client reports, SSO/SAML and API access for agencies managing multiple brands.
Best for
- AI Search Monitoring: Marketing teams track whether ChatGPT and Perplexity recommend their product or a competitor on high-intent category prompts.
- Competitive Benchmarking: Brands quantify how much citation share a named rival is capturing on 'alternatives to' and 'best of' queries.
- Content Prioritization: Content teams decide which pages to write or refresh based on which prompts are currently missed rather than on keyword volume alone.
- Technical AEO Audits: SEO specialists find pages lacking FAQ schema or entity markers that keep answer engines from parsing them.
- Agency Client Reporting: Agencies run pooled prompt tracking across multiple client workspaces and deliver white-label AI visibility reports.
- Executive Reporting: Operators present a weekly digest showing search clicks alongside AI citation share to explain traffic shifts leadership sees.
