# OpenAI (Codex CLI / Codex) AI visibility in Autonomous Coding Agents

Canonical: https://devtune.ai/verticals/autonomous-coding-agents/openai-codex-cli-codex

[Website](https://openai.com/codex)

Updated: 2026-09-27T01:01:28.489644+00:00
Prompts: 25
Runs: 5


## Platforms

- chatgpt-search
- bing-copilot-search
- google-ai
- perplexity
- google-ai-mode

Rank: 1
Total brands: 17
Measured responses: 125
Presence percent: 16.8
Share of voice percent: 24.074074074074073
Average position: 3.5
Docs presence percent: 1.6
Blog presence percent: 0
Brand mention percent: 55.2


## Profile

Overview: OpenAI Codex is an autonomous coding agent platform from OpenAI, available as an open-source CLI, VS Code IDE extension, cloud-based web agent, macOS/Windows desktop app, and iOS app. Launched in its current agentic form in April–May 2025, it runs on GPT-5.5-family models fine-tuned for software engineering via reinforcement learning on real coding tasks. Codex accepts natural-language task descriptions, clones repositories into isolated sandboxes, writes multi-file code changes, runs tests, iterates on failures, and opens pull requests. It supports parallel agent execution, automated PR code review, GitHub/Slack/Linear integrations, and a 90+ plugin marketplace built on the Model Context Protocol. Access is bundled with ChatGPT plans (Free through Enterprise) with no separate subscription required. As of mid-2026, Codex serves approximately 4 million weekly active developers and the open-source CLI repository has surpassed 82,500 GitHub stars.
Product summary: OpenAI Codex is a multi-surface autonomous coding agent that accepts natural-language engineering tasks, executes them in isolated cloud sandboxes, and delivers diffs and pull requests—available as an open-source CLI, VS Code extension, web app, and desktop app, all powered by OpenAI's GPT-5.5 model family and bundled with ChatGPT subscriptions.


### Key capabilities

- Autonomous multi-file code generation, editing, and PR creation from plain-English task descriptions
- Isolated, network-sandboxed execution environments with full repository cloning and test running
- Parallel agent execution across multiple projects simultaneously
- Automated PR code review with inline comment handling and diff inspection
- GitHub, Slack, and Linear native integrations for end-to-end engineering workflow automation
- Model Context Protocol (MCP) support with 90+ plugin marketplace integrations
- Multi-surface availability: CLI (open-source), VS Code IDE extension, web app, macOS/Windows desktop app, iOS
- Scheduled automations and reusable skill workflows for recurring engineering tasks
- Codex Security plugin for autonomous vulnerability scanning and fix proposal
- Long-horizon autonomous task execution sustained over multi-hour sessions



### Target users

- Individual software engineers and full-stack developers using CLI, IDE, or desktop app
- Engineering teams and tech leads managing parallel async coding tasks across repositories
- Enterprise development organizations requiring RBAC, audit logs, and no-data-training guarantees
- Product managers and non-engineers delegating scoped coding and documentation tasks
- DevOps and platform engineers automating CI/CD code review and security scanning workflows
- Students and learners using Codex for codebase exploration and accelerated skill development



### Key use cases

- Autonomous feature implementation with PR output from a natural-language specification
- Bug fixing and debugging across large multi-file codebases
- Automated code review for 100% of pull requests in CI/CD pipelines
- Batch maintenance task execution (dependency updates, migrations, refactors) run in parallel
- Codebase exploration and onboarding into unfamiliar repositories
- Test generation and iterative test-failure resolution
- Legacy code modernization and technical debt reduction
- Security vulnerability scanning, triage, and automated fix proposal

Integrations ecosystem: Codex has native first-party integrations with GitHub (PR creation, automated code review, branch management), Slack (@Codex mentions for cloud task delegation), and Linear (issue management via MCP). The Codex Plugin Marketplace offers 90+ integrations organized into seven categories: communication and collaboration, project management, CI/CD and DevOps, databases and data infrastructure, code review and security, design and documentation, and Microsoft enterprise productivity. Key plugins include Google Drive, Gmail, Figma, Microsoft Teams, SharePoint, Azure DevOps, Azure Pipelines, OneDrive, Power BI (preview), Jira, CircleCI, Notion, Sentry, and Semgrep. The platform is built on MCP (Model Context Protocol) and supports both STDIO and Streamable HTTP MCP servers with OAuth. Codex is available in VS Code (9.8M+ installs), on Amazon Bedrock (as of June 2026), and via a Codex SDK for embedding the agent into custom workflows. The open-source CLI is installable via npm and Homebrew.
Pricing summary: Codex is bundled with all ChatGPT plans and requires no separate subscription. Free ($0/mo): limited Codex access for occasional tasks. Go ($8/mo): lightweight coding tasks. Plus ($20/mo): 30–150 GPT-5.5 messages per 5-hour rolling window, full CLI/IDE/web/iOS access. Pro 5x ($100/mo): 5× Plus limits, plus research-preview Codex-Spark model. Pro 20x ($200/mo): 20× Plus limits for heavy parallel workloads. Business ($25/user/month billed annually or $30/month): pay-as-you-go seats, GitHub/Slack/Linear integrations, admin controls, no training on business data. Enterprise (custom): SCIM, EKM, RBAC, audit logs, shared credit pools, no fixed rate limits. API-key access (separate from subscriptions) is billed per token: gpt-5.3-codex costs $1.75/M input tokens and $14.00/M output tokens. A typical coding session runs $0.50–$2.00 at API rates. Plus and Pro subscribers who exceed limits can purchase additional credits.
Review summary: On G2, Codex holds a 4.7/5 rating across 9 reviews as of mid-2026. Reviewers consistently praise the platform's ability to reason across multiple files and project contexts, its speed in turning rough ideas into working implementations, and the quality of its debugging and codebase explanation capabilities. Enterprise and mid-market users value the multi-agent parallel execution and MCP integrations for PM and coordination workflows. The most common criticism is that usage limits—especially on the Plus plan—are reached too quickly during longer agentic sessions, interrupting workflows at critical moments. Other noted drawbacks include the UI's similarity to standard ChatGPT (perceived as limiting for a coding-specific tool), hallucinations on complex tasks, and the requirement for Git to enable code change rollback.
Competitive positioning: OpenAI Codex is positioned as the most capable autonomous coding agent in the market, backed by frontier GPT-5.5-family models specifically fine-tuned for software engineering. Its primary differentiator is deep integration with the ChatGPT subscription ecosystem—giving it unmatched consumer distribution versus standalone tools like Aider or Cline. Codex offers a cross-surface architecture (CLI, IDE, web, desktop, iOS) with a 90+ plugin marketplace built on MCP, network-isolated sandboxed execution, and GitHub/Slack/Linear first-party integrations unavailable to many competitors. OpenAI cites GPT-5-Codex hitting 85.5% autonomous task completion on SWE-bench versus 74% for Cursor and 54% for GitHub Copilot, reinforcing a benchmark-led messaging strategy. The $100/month Pro 5x tier was launched as a direct response to Anthropic Claude Code's pricing at the same level, signaling deliberate head-to-head positioning in the heavy-developer segment.
Limitations: Usage limits are reached quickly on lower-tier plans (Plus and below), especially during longer agentic sessions, and limits are governed by a rolling 5-hour window rather than a daily cap. The Codex desktop app was initially macOS-only, with Windows support added later and Linux still limited to CLI/IDE. Cloud-based computer-use features (browser interaction, screen reading) face geo-restrictions in the EU. Codex is tightly coupled to OpenAI's own GPT-5 family models with no support for third-party or self-hosted models. Code change undo functionality requires Git; projects without Git lose rollback capability. The tool occasionally struggles with highly abstract architectural decisions and can require additional guidance for ambiguous or complex requirements. API-key users lose access to cloud features including GitHub code review, Slack integration, and background agent execution. Some users report the UI feels too similar to standard ChatGPT and that internal reasoning is not shown by default, reducing oversight visibility.


### Source urls

- https://openai.com/index/introducing-codex/
- https://github.com/openai/codex
- https://developers.openai.com/codex/pricing
- https://www.g2.com/products/openai-codex/reviews
- https://openai.com/index/accelerating-the-next-phase-ai/
- https://openai.com/index/codex-now-generally-available/
- https://openai.com/index/introducing-upgrades-to-codex/
- https://developers.openai.com/codex/integrations/slack
- https://developers.openai.com/codex/changelog
- https://developers.openai.com/codex/plugins
- https://www.cnbc.com/2026/03/31/openai-funding-round-ipo.html

Reviewed at: 2026-06-30T15:20:09.514+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Kodiak | Kodiak uses Codex to write debugging tools, improve test coverage, and refactor code—accelerating development of the Kodiak Driver, their autonomous driving technology. Codex also functions as a reference tool helping engineers surface relevant context and understand unfamiliar p | Not available |
| OpenAI (internal) | OpenAI uses Codex to review 100% of its own internal pull requests, with Codex either running automatically on every PR or being invoked reactively via @Codex mention in GitHub. | 100% of internal PRs reviewed by Codex |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.7 | 5 | 9 | https://www.g2.com/products/openai-codex/reviews |



### Review themes



#### Praised

- Context-aware reasoning across multiple files and project architecture
- Speed and execution quality for prototyping and implementation
- Parallel multi-agent execution across projects
- Seamless integration with ChatGPT plans and IDE workflows
- Strong debugging, refactoring, and codebase explanation capabilities
- MCP plugin connections for external tools and workflows
- GPT-5.5 model reliability for complex coding tasks



#### Criticized

- Rate limits hit too quickly on Plus and lower plans
- UI too similar to standard ChatGPT interface
- Hallucinations on complex or ambiguous tasks
- Git required for code change undo functionality
- Lacks transparency about internal reasoning and model selection
- Struggles with highly abstract or architectural decision-making
- EU geo-restrictions on computer use and some agentic features




### Company facts

Founded year: 2015
Hq: San Francisco, CA, USA


#### Founders

- Sam Altman
- Greg Brockman
- Ilya Sutskever
- Elon Musk
- John Schulman
- Wojciech Zaremba

Employees range: 2000+
Total funding: ~$186B total raised
Valuation: $852B
Arr: ~$24B
Customer count: 4M+ weekly active Codex developers; 900M
Status: Private (PBC; confidential IPO filing June 2026)


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| OpenAI (Codex CLI / Codex) | 21 | 125 | 16.8 | 3.5 |
| Cursor (Anysphere) | 16 | 125 | 12.8 | 3.272727272727273 |
| Anthropic (Claude Code) | 11 | 125 | 8.799999999999999 | 2.8181818181818183 |
| Augment Code | 9 | 125 | 7.199999999999999 | 5.833333333333333 |
| Cognition (Devin) | 7 | 125 | 5.6000000000000005 | 3.25 |
| All Hands AI (OpenHands) | 5 | 125 | 4 | 1.8571428571428572 |
| Aider AI | 5 | 125 | 4 | 2.4285714285714284 |
| Warp | 5 | 125 | 4 | 4.2 |
| Cline Bot Inc. | 4 | 125 | 3.2 | 3 |
| OpenCode | 2 | 125 | 1.6 | 4.666666666666667 |
| Amp | 1 | 125 | 0.8 | 1 |
| Block (Goose) | 1 | 125 | 0.8 | 3 |
| Factory (Droid) | 1 | 125 | 0.8 | 4 |
| Lovable | 0 | 125 | 0 | Not available |
| Replit (Agent 3) | 0 | 125 | 0 | Not available |
| Roo Code (Roomote) | 0 | 125 | 0 | Not available |
| StackBlitz (Bolt.new) | 0 | 125 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| chatgpt-search | 15 | 60 |
| bing-copilot-search | 0 | 0 |
| google-ai | 0 | 0 |
| perplexity | 6 | 24 |
| google-ai-mode | 0 | 0 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| What autonomous coding tools handle legacy codebases in dynamically typed languages best — Python 2 or older PHP specifically? | 1 | 1 |
| Which cloud coding agents are best for generating and merging pull requests asynchronously without a developer staying in the loop? | 1 | 1 |
| What autonomous coding agents run tasks inside a secure sandbox so a compromised prompt can't affect the host filesystem? | 2 | 1 |
| What autonomous coding tools are best suited for a solo developer who wants to delegate routine feature work and focus on architecture? | 1 | 1 |
| Which autonomous coding agents integrate natively with popular code editors so devs can trigger agent tasks without leaving their IDE? | 1 | 2 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| What AI coding agents support bring-your-own LLM provider so a platform team can route through an existing enterprise model contract? | 5 |
| Which AI coding agents handle context window limitations most gracefully when working across dozens of files in an enterprise codebase? | 3 |
| I'm evaluating autonomous coding agents for a 10-person startup — which ones can a new engineer get productive with in under an hour? | 3 |
| Which cloud coding agents integrate with CI pipelines to automatically attempt fixes when a build or test suite fails? | 3 |
| 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? | 2 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 3 |
| Developer Experience | 5 | 3 |
| Integrations & Ecosystem | 5 | 2 |
| Performance & Reliability | 5 | 4 |
| Setup & First Run | 5 | 4 |



## Prompt results

- Prompt text: What agentic coding tools handle long-running tasks reliably — resuming after an interruption rather than starting over from scratch?


#### Brand position by platform

Chatgpt-search: 2
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Amp | 1 |
| OpenAI (Codex CLI / Codex) | 2 |
| Anthropic (Claude Code) | 3 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Aider AI | 2 |


- Prompt text: Which AI coding agents handle context window limitations most gracefully when working across dozens of files in an enterprise codebase?


#### Brand position by platform

Chatgpt-search: 6
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 3 |
| Augment Code | 4 |
| OpenAI (Codex CLI / Codex) | 6 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Aider AI | 2 |
| Augment Code | 9 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Block (Goose) | 3 |


- Prompt text: What autonomous coding tools handle legacy codebases in dynamically typed languages best — Python 2 or older PHP specifically?


#### Brand position by platform

Chatgpt-search: 1
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: What AI coding agents support bring-your-own LLM provider so a platform team can route through an existing enterprise model contract?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cline Bot Inc. | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Augment Code | 1 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Warp | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| All Hands AI (OpenHands) | 1 |
| Warp | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 3 |


- Prompt text: 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?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: Which cloud coding agents have the best uptime and task success rates for a mid-size team running dozens of concurrent agent jobs daily?


#### Brand position by platform

Chatgpt-search: 5
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 5 |
| Anthropic (Claude Code) | 6 |
| Cursor (Anysphere) | 8 |
| Cognition (Devin) | 11 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: I'm evaluating autonomous coding agents for a 10-person startup — which ones can a new engineer get productive with in under an hour?


#### Brand position by platform

Chatgpt-search: 4
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: 4
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 1 |
| Anthropic (Claude Code) | 3 |
| OpenAI (Codex CLI / Codex) | 4 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| OpenCode | 3 |
| OpenAI (Codex CLI / Codex) | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cognition (Devin) | 3 |


- Prompt text: 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?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 3 |


- Prompt text: Which autonomous coding agents give the best real-time feedback loop when running multi-step tasks so developers stay in control?


#### Brand position by platform

Chatgpt-search: 3
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: 5
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 1 |
| OpenAI (Codex CLI / Codex) | 3 |
| Anthropic (Claude Code) | 4 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 2 |
| Cline Bot Inc. | 4 |
| OpenAI (Codex CLI / Codex) | 5 |



##### Google-ai-mode




- Prompt text: Which autonomous coding agents can reliably write and run tests, interpret failures, and self-correct without human intervention?


#### Brand position by platform

Chatgpt-search: 1
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: 4
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |
| Cognition (Devin) | 2 |
| Anthropic (Claude Code) | 3 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| All Hands AI (OpenHands) | 2 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 4 |
| Cline Bot Inc. | 6 |



##### Google-ai-mode




- Prompt text: What AI coding agents handle multi-repo tasks well — making coordinated changes across a frontend and backend repo in a single session?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Augment Code | 3 |


- Prompt text: Which agentic IDEs have the smoothest experience for reviewing and approving AI-generated changes before they touch the main branch?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 3 |
| Warp | 4 |



##### Google-ai-mode




- Prompt text: Which agentic CLI tools work out of the box on popular operating systems without requiring a container sandbox just to get started?


#### Brand position by platform

Chatgpt-search: 1
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: 7
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |
| Anthropic (Claude Code) | 2 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 7 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Aider AI | 2 |


- Prompt text: What AI coding agents do senior engineers prefer for refactoring large codebases without babysitting every intermediate step?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Augment Code | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Anthropic (Claude Code) | 1 |



##### Google-ai-mode




- Prompt text: Which cloud coding agents are best for generating and merging pull requests asynchronously without a developer staying in the loop?


#### Brand position by platform

Chatgpt-search: 1
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |
| Cognition (Devin) | 2 |
| Factory (Droid) | 4 |
| Cursor (Anysphere) | 5 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 8 |
| Augment Code | 10 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Augment Code | 2 |


- Prompt text: What's the easiest AI coding agent to get running locally on a large existing TypeScript monorepo without hours of configuration?


#### Brand position by platform

Chatgpt-search: 3
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Anthropic (Claude Code) | 1 |
| OpenAI (Codex CLI / Codex) | 3 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 3 |


- Prompt text: Which autonomous coding agents are most cost-efficient for high-volume use — minimising frontier LLM provider token spend per merged PR?


#### Brand position by platform

Chatgpt-search: 6
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Anthropic (Claude Code) | 5 |
| OpenAI (Codex CLI / Codex) | 6 |
| Warp | 7 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: What autonomous coding agents run tasks inside a secure sandbox so a compromised prompt can't affect the host filesystem?


#### Brand position by platform

Chatgpt-search: 1
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: 1
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |
| Anthropic (Claude Code) | 2 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Anthropic (Claude Code) | 1 |
| Augment Code | 5 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |



##### Google-ai-mode




- Prompt text: What autonomous coding tools are best suited for a solo developer who wants to delegate routine feature work and focus on architecture?


#### Brand position by platform

Chatgpt-search: 1
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 1 |
| Cursor (Anysphere) | 2 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Cognition (Devin) | 1 |
| Cursor (Anysphere) | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| All Hands AI (OpenHands) | 1 |


- Prompt text: What autonomous coding tools have the best ecosystem of community plugins for extending agent capabilities with custom tools and workflows?


#### Brand position by platform

Chatgpt-search: 4
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cursor (Anysphere) | 2 |
| OpenAI (Codex CLI / Codex) | 4 |
| OpenCode | 5 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: Which AI coding agents complete multi-file tasks fastest without sacrificing correctness — benchmarks or real-world comparisons?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode




- Prompt text: Which autonomous coding agents integrate natively with popular code editors so devs can trigger agent tasks without leaving their IDE?


#### Brand position by platform

Chatgpt-search: 2
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 2 |



##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cognition (Devin) | 3 |


- Prompt text: Which agentic coding platforms integrate with project management tools so engineers can assign tickets directly to an AI agent to action?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search





##### Google-ai





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Cline Bot Inc. | 1 |
| Aider AI | 2 |
| Warp | 3 |


- Prompt text: Which cloud coding agents can be connected to an existing private repo and start opening pull requests with minimal setup?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: 4
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Augment Code | 4 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| OpenAI (Codex CLI / Codex) | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Aider AI | 2 |


- Prompt text: Which cloud coding agents integrate with CI pipelines to automatically attempt fixes when a build or test suite fails?


#### Brand position by platform

Chatgpt-search: Not available
Bing-copilot-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Cognition (Devin) | 2 |



##### Bing-copilot-search





##### Google-ai

| Display name | Position |
| --- | --- |
| All Hands AI (OpenHands) | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| All Hands AI (OpenHands) | 3 |



##### Google-ai-mode







## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://developers.openai.com/blog/run-long-horizon-tasks-with-codex | Run long horizon tasks with Codex \| OpenAI Developers | developers.openai.com | Not available | commercial | blog_post | 6 | 6 |
| https://openai.com/index/introducing-upgrades-to-codex/ | Introducing upgrades to Codex \| OpenAI | openai.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/0b3d38952b0bf6493b5101053be6643ee09412d7.png | commercial | product_page | 4 | 4 |
| https://openai.com/codex/ | Codex \| AI Coding Partner from OpenAI \| OpenAI | openai.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/0b3d38952b0bf6493b5101053be6643ee09412d7.png | commercial | product_page | 3 | 3 |
| https://github.com/openai/codex | GitHub - openai/codex: Lightweight coding agent that runs in ... | github.com | Not available | commercial | documentation | 2 | 2 |
| https://developers.openai.com/api/docs/guides/agents/sandboxes | Sandbox Agents \| OpenAI API | developers.openai.com | Not available | commercial | documentation | 2 | 2 |
| https://openai.com/pl-PL/index/introducing-upgrades-to-codex/ | Przedstawiamy ulepszenia agenta Codex - OpenAI | openai.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/b29857fc-5b1b-4cb1-a7a1-bdd6b5ec0a30/0b3d38952b0bf6493b5101053be6643ee09412d7.png | commercial | blog_post | 2 | 2 |
| https://github.com/openai/codex/blob/main/README.md | codex/README.md at main · openai/codex · GitHub | github.com | Not available | commercial | documentation | 2 | 2 |
| https://developers.openai.com/cookbook/examples/codex/long_horizon_tasks/ | Long horizon tasks with Codex - OpenAI for developersdevelopers.openai.com › cookbook › examples › long_horizon_tasks | developers.openai.com | Not available | commercial | documentation | 1 | 1 |



## Response excerpts





## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| bing-copilot-search | Augment Code | Leading options include Cursor Enterprise, GitHub Copilot Business/Enterprise, Augment Code, Qodo, and self-hosted Llama-based stacks, as well as orchestration platforms like Clarista, IBM watsonx Agents, and Red Hat’s OpenClaw that explicitly e... |
| google-ai | Warp | Warp (Enterprise Tier): * How it works: An AI-accelerated terminal. |
| perplexity | OpenCode | OpenCode — Install, connect a provider, run `/init`, then start working in the terminal. |



## Trend

Visibility delta: 6.4
Avg position delta: 1
Citation count delta: 10