AI visibility report
AI visibility report for Roo Code (Roomote) in Autonomous Coding Agents.
Outside the top three on 14 of the 25 prompts buyers actually ask.
Augment Code is cited on 6 of those losses.
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Start free trialStill absent from 100% of tracked prompt responses
Top-3 citations across 125 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
Gemini Search
ChatGPT
Bing Copilot
Perplexity
Google AI ModeHow to read this. Roo Code (Roomote) appears in 0% of tracked prompt responses. Presence is absolute coverage; share of voice is relative citation share; sentiment measures tone only when the brand appears.
Where Roo Code (Roomote) is losing
Prompts where competitors are visible and Roo Code (Roomote) is not.
These prompt-level losses are the first prompts to track and repair.
Where Roo Code (Roomote) is winning
No clear strengths identified yet.
Where Roo Code (Roomote) is losing5
Which AI coding agents handle context window limitations most gracefully when working across dozens of files in an enterprise codebase?
Competitors on 3 platforms
Track this promptWhat AI coding agents support bring-your-own LLM provider so a platform team can route through an existing enterprise model contract?
Competitors on 3 platforms
Track this promptWhat agentic coding tools handle long-running tasks reliably — resuming after an interruption rather than starting over from scratch?
Competitors on 2 platforms
Track this promptWhich cloud coding agents integrate with CI pipelines to automatically attempt fixes when a build or test suite fails?
Competitors on 1 platform
Track this promptWhat autonomous coding agents run tasks inside a secure sandbox so a compromised prompt can't affect the host filesystem?
Competitors on 1 platform
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Overview
Roo Code (now Roomote) is an AI software engineering toolchain built by Roo Code, Inc., headquartered in San Rafael, California. The company launched as a VS Code extension in late 2024—a fork of the Cline open-source coding agent—adding structured multi-mode agents (Code, Architect, Debug, Ask, Custom), diff-based editing for token efficiency, and broad model-provider agnosticism. The extension reached over 3 million total installs and 24,300 GitHub stars before being shut down on May 15, 2026. The founding team pivoted fully to Roomote, a Slack-native operational engineering agent that handles teams' interrupt work—bug reports, support escalations, on-call triage, and repo questions—autonomously across 18+ integrations, returning verified pull requests without requiring an engineer to actively drive the session.
Roo Code began as an open-source, model-agnostic VS Code extension—a fork of Cline—offering structured multi-mode AI coding agents with diff-based editing, granular auto-approve controls, checkpoint snapshots, and MCP integration. After reaching 3M+ installs, the team shut down the extension in May 2026 and relaunched as Roomote: a cloud-based operational engineering agent that integrates with Slack, GitHub, Linear, and 18+ engineering tools to autonomously handle a team's interrupt queue, producing verified PRs, investigation summaries, and live environment previews without requiring engineers to drive sessions in an IDE.
Key Facts
- Founded
- 2024
- HQ
- San Rafael, CA, USA
- Founders
- Danny Leffel, Matt Rubens
- Employees
- 7-10
- Funding
- $5M
- Status
- Private
Target users
Key Capabilities10
- Multi-mode autonomous agent architecture (Code, Architect, Ask, Debug, Custom modes)
- Diff-based file editing reducing output token costs ~30% versus full-file rewrites
- Slack-native interrupt queue handling for bug triage, escalations, and repo questions
- Automated PR generation with live environment verification and screenshot proof
- Parallel task execution across multiple concurrent Roomote agents
- Model-agnostic routing across frontier providers with no vendor lock-in
- MCP (Model Context Protocol) server integration for external tool and data access
- Checkpoint and rollback system via shadow Git repositories for safe autonomous operation
- Semantic codebase indexing for large multi-file context tasks
- SOC 2 Type II compliance with client-side code privacy
Key Use Cases7
- Autonomous bug triage and fix PR generation from Slack channels
- On-call interrupt handling to free senior engineers for roadmap work
- Support escalation investigation and repo question answering
- QA regression investigation and flaky test resolution
- Large codebase refactoring using Architect-then-Code mode sequencing
- Dependency upgrades, merge conflict resolution, and routine engineering chores
- Planning and implementing features via Orchestrator mode coordinating multiple agents
Roo Code (Roomote) customer outcomes
24-hour issue resolution rate rose from 44% to 78%
Roomote was deployed as the first responder in the #operations Slack channel, handling bug triage, support escalations, and incident investigation autonomously. The on-call rotation shifted from manual context reconstruction to engineers reviewing Roomote-generated summaries and
Recent Trend
How AI describes Roo Code (Roomote)
No concise AI response excerpt is available for this brand yet.
Most cited sources
No cited source mix is available for this brand yet.
Alternatives in Autonomous Coding Agents6
Roo Code (now Roomote) has operated in two distinct competitive positions.
- As a VS Code extension (late 2024–May 2026), it differentiated from parent fork Cline through a structured multi-mode agent architecture, diff-based editing that cut token costs ~30%, and broad model-provider agnosticism against proprietary tools like Cursor.
- Post-pivot, Roomote repositions the team's technology as a Slack-native operational engineering agent targeting the 'interrupt queue'—bug triage, support escalations, and on-call work—arguing that IDE copilots require an engineer to actively drive them, while Roomote handles asynchronous operational tasks end-to-end and returns a verified PR without pulling engineers away from roadmap work.
- AAugment Code#19
- AAnthropic (Claude Code)#23
- Block (Goose)#33
- OpenAI (Codex CLI / Codex)#43
- CCursor (Anysphere)#62
- Factory (Droid)#52
Reviews
Praised
- Multi-mode architecture (Architect, Code, Debug, Ask) reduces hallucinations on complex tasks
- ~30% token cost savings from diff-based editing versus full-file rewrites
- Model-agnostic bring-your-own-key support across 10+ providers
- Rapid release cadence with community-requested features shipping in 24–48 hours
- Checkpoint and rollback system enabling safe autonomous operation
- Open-source transparency and SOC 2 Type II compliance
- Active Discord community and comprehensive documentation
Criticized
- Steep learning curve from complex mode system and dense UI
- VS Code only—no support for JetBrains, Neovim, or other editors
- Instability from frequent 'bleeding edge' updates breaking existing configs
- Manual context specification required with no automatic repo indexing at startup
- Limited browser automation compared to Cline's Computer Use integration
- Abrupt shutdown of the extension and Cloud products disappointed active user base
User reception of the Roo Code VS Code extension was strongly positive, with 345 ratings on the VS Code Marketplace reported at 5 stars. Independent reviewers consistently highlighted the ~30% token cost reduction from diff-based editing and the Architect mode's ability to reduce hallucinations on complex planning-then-implementation tasks. Critical notes focused on UI complexity relative to Cline, VS Code exclusivity, instability from frequent updates, and the manual context specification requirement. The May 2026 shutdown generated significant community frustration despite transparent communication from founders. Roomote has limited third-party review data as an early-stage product; available testimonials on the product website are positive but self-selected.
Pricing
Roomote offers a 7-day free trial (up to 100M tokens, unlimited tasks, credit card required). Paid tiers: Starter at $99/month (1 parallel Roomote, 100M tokens/month, unlimited users and integrations); Pro at $899/month per Parallel Roomote (1B tokens/month per unit, additional units can be added or removed mid-month on a prorated basis). The legacy Roo Code VS Code extension was free and open-source (BYOK); Roo Code Cloud previously offered Free, Pro ($20/month + $5/hour cloud tasks), and Team ($99/month + $5/hour) tiers before the May 2026 shutdown.
Limitations
- The Roo Code VS Code extension, Cloud, and Router were fully shut down on May 15, 2026; an unofficial community fork (ZooCode) exists but is not supported by the original team.
- Roomote is an early-stage product with limited third-party validation at scale.
- The legacy extension required manual context specification (@file, @dir markers) rather than automatic repository indexing, and had limited browser automation compared to Cline's Computer Use integration.
- The extension was VS Code-only with no JetBrains or Neovim support.
- The custom mode system presented a steep learning curve.
- Roomote's Starter tier is capped at 100M tokens/month and one concurrent task, which may constrain teams with high interrupt volume.
Frequently asked questions
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | Gemini Search | ChatGPT | Bing Copilot | Perplexity | Google AI Mode |
|---|---|---|---|---|---|
Capability0/5 cited (0%) | |||||
What AI coding agents handle multi-repo tasks well — making coordinated changes across a frontend and backend repo in a single session? | |||||
Which autonomous coding agents can reliably write and run tests, interpret failures, and self-correct without human intervention? | |||||
I'm looking for an agentic CLI that supports tool use like web search and shell execution during a coding task — what are my options? | |||||
What autonomous coding tools handle legacy codebases in dynamically typed languages best — Python 2 or older PHP specifically? | |||||
Which cloud coding agents are best for generating and merging pull requests asynchronously without a developer staying in the loop? | |||||
Developer Experience0/5 cited (0%) | |||||
Which autonomous coding agents give the best real-time feedback loop when running multi-step tasks so developers stay in control? | |||||
Which agentic IDEs have the smoothest experience for reviewing and approving AI-generated changes before they touch the main branch? | |||||
What AI coding agents do senior engineers prefer for refactoring large codebases without babysitting every intermediate step? | |||||
Which AI coding agents handle context window limitations most gracefully when working across dozens of files in an enterprise codebase? | |||||
What autonomous coding tools are best suited for a solo developer who wants to delegate routine feature work and focus on architecture? | |||||
Integrations & Ecosystem0/5 cited (0%) | |||||
Which cloud coding agents integrate with CI pipelines to automatically attempt fixes when a build or test suite fails? | |||||
Which autonomous coding agents integrate natively with popular code editors so devs can trigger agent tasks without leaving their IDE? | |||||
What AI coding agents support bring-your-own LLM provider so a platform team can route through an existing enterprise model contract? | |||||
Which agentic coding platforms integrate with project management tools so engineers can assign tickets directly to an AI agent to action? | |||||
What autonomous coding tools have the best ecosystem of community plugins for extending agent capabilities with custom tools and workflows? | |||||
Performance & Reliability0/5 cited (0%) | |||||
What autonomous coding agents run tasks inside a secure sandbox so a compromised prompt can't affect the host filesystem? | |||||
Which autonomous coding agents are most cost-efficient for high-volume use — minimising frontier LLM provider token spend per merged PR? | |||||
Which cloud coding agents have the best uptime and task success rates for a mid-size team running dozens of concurrent agent jobs daily? | |||||
Which AI coding agents complete multi-file tasks fastest without sacrificing correctness — benchmarks or real-world comparisons? | |||||
What agentic coding tools handle long-running tasks reliably — resuming after an interruption rather than starting over from scratch? | |||||
Setup & First Run0/5 cited (0%) | |||||
What are the best agentic IDEs for a team migrating from a traditional code editor that want AI-assisted multi-file editing from day one? | |||||
Which agentic CLI tools work out of the box on popular operating systems without requiring a container sandbox just to get started? | |||||
Which cloud coding agents can be connected to an existing private repo and start opening pull requests with minimal setup? | |||||
What's the easiest AI coding agent to get running locally on a large existing TypeScript monorepo without hours of configuration? | |||||
I'm evaluating autonomous coding agents for a 10-person startup — which ones can a new engineer get productive with in under an hour? | |||||
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Augment Code | 8.8% | 32.7% | 0.0% | 0.0% | 8.0% | #7.2 | +0.21 |
| 2 | Anthropic (Claude Code) | 3.2% | 12.7% | 0.0% | 0.0% | 3.2% | #3.9 | +0.35 |
| 3 | Block (Goose) | 3.2% | 12.7% | 0.0% | 0.0% | 3.2% | #4.9 | +0.54 |
| 4 | OpenAI (Codex CLI / Codex) | 3.2% | 10.9% | 0.8% | 0.0% | 2.4% | #7.7 | +0.25 |
| 5 | Factory (Droid) | 2.4% | 10.9% | 0.0% | 0.0% | 1.6% | #4.7 | +0.60 |
| 6 | Cursor (Anysphere) | 2.4% | 5.5% | 0.8% | 0.8% | 2.4% | #16.7 | +0.27 |
| 7 | Warp | 1.6% | 3.6% | 1.6% | 0.0% | 1.6% | #4.0 | +0.30 |
| 8 | All Hands AI (OpenHands) | 0.8% | 5.5% | 0.0% | 0.0% | 0.8% | #2.0 | +0.70 |
| 9 | OpenCode | 0.8% | 1.8% | 0.0% | 0.0% | 0.8% | #2.0 | +0.60 |
| 10 | Cognition (Devin) | 0.8% | 1.8% | 0.8% | 0.0% | 0.8% | #3.0 | +0.80 |
| 11 | Aider AI | 0.8% | 1.8% | 0.0% | 0.0% | 0.8% | #27.0 | +0.00 |
| 12 | Amp | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
| 13 | Cline Bot Inc. | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
| 14 | Lovable | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
| 15 | Replit (Agent 3) | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
| 16 | Roo Code (Roomote) | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
| 17 | StackBlitz (Bolt.new) | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
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