NEWFree AI visibility report. Tracking from $99/month

Manus

How the 9 leading AI models rank Manus in AI agents.

23rd
of 23 in category
13
Recommendation score
2 / 9
AI models agree

How each AI ranks it

average position · verbatim answers kept
ChatGPTChatGPTnot ranked
ClaudeClaude15th

Based on current usage patterns and expert reviews, here's a breakdown of the top AI agents by category as of mid-2026:

🖥️ Coding Agents (most mature category)

This is where AI agents have seen the most real-world adoption:

  • Cursor – Cursor remains the most broadly adopted AI coding tool among individual developers and small teams according to Reddit.
  • Claude Code – For agentic coding — the most mature category — Claude Code paired with Claude Opus 4.8 is the developer favourite, with Grok Build and Google Antigravity 2.0 as the fastest-moving challengers.
  • Gemini CLI – most often discussed as an agent-mode tool for developers who prefer working directly in the terminal, framed as a way to run an agent against a local repo, make file edits, and carry out multi-step tasks without heavy UI overhead. However, comparisons with Claude-backed agents often note that Gemini's agent mode is less reliable on complex refactors or deeper reasoning.
  • OpenHands (free/open-source) – scores 72% on SWE-bench Verified and can run entirely on your own machine.
  • Other strong picks: GitHub Copilot, Codex, Cline, Devin

🌐 General-Purpose / Everyday Agents

  • ChatGPT Agent – For a general agent that browses, fills forms and finishes online tasks for you, ChatGPT Agent (in ChatGPT Plus, $20/month) is the most capable all-rounder. OpenAI's lineup has evolved — OpenAI Operator no longer exists; it shut down on 31 August 2025, and the current OpenAI agent is ChatGPT Work, launched 9 July 2026 and running on GPT-5.6.
  • Claude Cowork – the most capable everyday desktop agent, and since 7 July 2026 it also runs on web and mobile, starting at $20/month.
  • Manus – For a do-it-all autonomous "super agent" that produces finished research, slides and spreadsheets, Manus leads.
  • Grok Bot – a newer arrival, SpaceXAI's always-on agent app, which launched in August 2026.

💼 Business / No-Code Automation Agents

Great for non-developers who want to automate workflows:

  • Platforms like Lindy, Zapier Agents, and Gamut offer visual builders and template marketplaces that let non-technical users deploy agents in minutes.
  • n8n – popular for teams wanting full control: self-hosted platforms like n8n give you full data sovereignty.

🛠️ Developer Frameworks (if you're building your own agent)

  • LangGraph/LangChain – the most flexible orchestration layer, with deep control over graphs, state and tool routing; the default for complex custom workflows.
  • CrewAI – role-based "crews" of cooperating agents; popular for multi-agent setups.
  • Claude Agent SDK and OpenAI AgentKit + Agents SDK are also leading choices, though note that OpenAI's visual Agent Builder is being wound down, with discontinuation from 30 November 2026.

⚠️ A Few Honest Caveats

  • Developer consensus has largely settled on one point: there is no single "best" AI coding agent in isolation — it depends on
Gemininot ranked
PerplexityPerplexity6th

If you want the best AI agents people actually use, the safest picks are ChatGPT Agent, Claude Code, Perplexity, Cursor, and Lindy—because they show up repeatedly across 2026 “best of” roundups for real-world use cases like general tasks, coding, research, and business automation.

The most practical way to choose is by job, not by “one best agent,” because the strongest products differ a lot by category.

Use caseBest pickWhy it stands out
General everyday workChatGPT AgentBroad, general-purpose automation for knowledge-work tasks.
Coding / software engineeringClaude CodeRepeatedly ranked top for technical work and real codebases.
Research / cited answersPerplexityStrong for research workflows and cited information.
Developer IDE agentCursorFrequently listed as a front-runner for coding agents.
Business automation / no-codeLindyCommonly recommended for email, scheduling, CRM, and ops automation.
Open-ended autonomous workManusOften described as a strong general-purpose autonomous agent.
Enterprise customer serviceIntercom FinRepeatedly ranked highly for customer support use cases.

If you want the shortest recommendation list for most people, I’d use this:

  • ChatGPT Agent for the broadest everyday use.
  • Claude Code if you code or want the strongest technical agent.
  • Perplexity if you care most about research and citations.
  • Cursor if you want an AI agent inside your coding workflow.
  • Lindy if you want a no-code agent for business tasks.

A few important notes:

  • There is no single best AI agent overall across all categories; several sources explicitly say the winner depends on the use case.
  • For enterprise teams, tools like ChatGPT Enterprise, Claude Enterprise, Salesforce Agentforce, and Intercom Fin appear as the more common “serious business” choices.
  • For developers, the most consistently cited brands are Claude Code, Cursor, GitHub Copilot, Codex, and Windsurf.

If you want, I can narrow this to:

  • best free AI agents
  • best AI agents for business
  • best AI agents for coding
  • best AI agents for non-technical users
DeepSeekDeepSeeknot ranked
GrokGroknot ranked
CopilotCopilotnot ranked
Google AIGoogle AInot ranked
AI ModeGoogle AI Modenot ranked
Open a row for the verbatim answer that AI model gave, captured during the monthly refreshEvery captured answer →

How this is measured

Manus’s AI Recommendation Score (13/100) reflects how widely and often the 9 AI models recommend it for AI agents: share of voice, mention rate and how early the AI models name it. Cited sources are published as receipts, never as a score input. Every monthly refresh asks each AI model the same buyer question once, and the exact run count behind every edition is published in its JSON record. Placement is determined solely by AI recommendation data; it reflects what AI recommends and is not an endorsement by CiteHawk. Read the full methodology →

Others in AI agents

A cream felt document pressed with an indigo wax seal

Is Manus your brand? Claim it free.

Sign up with your company email. Approved claims unlock the verified mark, movement alerts and the embeddable certificate badge.

Rankings are computed from AI responses only · Positions are not for sale