# Replit (Agent 3) AI visibility in Autonomous Coding Agents

Canonical: https://devtune.ai/verticals/autonomous-coding-agents/replit-agent-3

[Website](https://replit.com/)

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: 15
Total brands: 17
Measured responses: 125
Presence percent: 0
Share of voice percent: 0
Average position: Not available
Docs presence percent: 0
Blog presence percent: 0
Brand mention percent: 0.8


## Profile

Overview: Replit is a browser-based agentic software creation platform founded in 2016 and headquartered in San Francisco, California. Its flagship Replit Agent (version 3 launched September 2025) enables technical and non-technical users alike to build, test, and deploy full-stack applications from plain-language prompts with no local installation required. Agent 3 introduced up to 200-minute autonomous work sessions, a proprietary self-testing browser loop, and the ability to generate sub-agents and automations. The platform bundles cloud hosting, PostgreSQL database, authentication, 160+ third-party integrations, and one-click deployment into a single browser workspace. Serving over 50 million registered users and 500,000+ professional users, Replit targets founders, product teams, enterprise operators, and developers who want zero-friction, end-to-end autonomous app creation.
Product summary: Replit Agent 3 is an autonomous AI coding agent embedded within Replit's all-in-one browser-based development platform. Users describe an app idea in natural language; Agent 3 writes production-ready code, self-tests it in a live browser, self-heals detected bugs, wires up third-party integrations from 160+ connectors, and deploys to cloud hosting—all without local setup or manual code writing. The platform includes built-in PostgreSQL database, Replit Auth, domain management, app monitoring, and a visual Design Mode for front-end prototyping. Agent 3 can also build other agents and automated workflows. Positioned as the most accessible full-stack autonomous coding platform available at launch, it serves a spectrum from first-time builders to enterprise teams at companies including Zillow, Databricks, Talkdesk, Plaid, and Rokt.


### Key capabilities

- Autonomous full-stack app generation from natural language prompts with up to 200-minute autonomous work sessions
- Browser-based cloud IDE with zero local setup, supporting 50+ programming languages
- Self-testing and self-healing code loop using proprietary browser-based testing (3x faster, 10x more cost-effective than Computer Use models)
- Agent-builds-agents: create sub-agents, automations, and scheduled workflows via natural language
- 160+ third-party integrations via OpenInt acquisition (Stripe, Slack, Salesforce, Airtable, Twilio, and more)
- Built-in PostgreSQL database, authentication, deployment, secrets management, and app monitoring
- Design Mode for visual front-end prototyping before backend code generation
- Parallel agent execution for simultaneous multi-task development within one project
- Enterprise security: SOC 2 Type II, SSO/SAML, VPC peering, static outbound IPs, Package Firewall, Security Center
- Mobile app development support (React Native, iOS, Android) with multi-artifact project output



### Target users

- Non-technical founders, entrepreneurs, and SMB owners
- Product managers and designers building and testing prototypes
- Enterprise teams seeking internal tool creation and workflow automation
- Software developers wanting zero-setup full-stack cloud environments
- Operations, sales, HR, and marketing teams building department-specific tools
- Students and early-career learners using AI-assisted coding education



### Key use cases

- Rapid MVP and prototype development by non-technical founders and product managers
- Internal business tools, dashboards, and workflow automation for non-engineering teams
- Full-stack web and mobile app development with integrated cloud deployment
- E-commerce storefront creation and management (Shopify integration)
- Enterprise data application development on Databricks and Microsoft Fabric
- Agent and automation building for recurring business workflows (Slack bots, scheduled tasks)
- Educational coding environments and AI-assisted collaborative learning
- SMB custom software development without a dedicated engineering team

Integrations ecosystem: Replit Agent 3 gained 160+ third-party connectors via the acquisition of OpenInt (September 30, 2025), including Stripe, Slack, Google Sheets, GitHub, Notion, Airtable, Twilio, and Salesforce. Built-in platform services include Replit Auth, PostgreSQL database (with rollbacks up to 28 days on Pro), secrets management, App Monitoring, and one-click deployment with custom domain support. AI model integrations include Anthropic Claude (Claude 3.7 Sonnet), OpenAI GPT-4o, xAI (Grok), Google Gemini/Firebase, and Perplexity. Enterprise data integrations include Databricks (with Unity Catalog governance and user-to-machine connector in public preview) and Microsoft Fabric (via open-source Rayfin SDK). Additional ecosystem integrations include Shopify (storefront generation and deployment) and SendGrid. A security partnership with Socket provides Package Firewall blocking malicious packages. Products are available on the Google Cloud Marketplace.
Pricing summary: Replit uses a subscription plus effort-based usage-credit model. Starter: Free, with daily Agent credits, built-in database, and one published project. Core: $20/month (billed annually) or $25/month, includes $25 monthly credits, up to 5 collaborators, up to 2 parallel agents, and unlimited workspaces. Pro: $95/month (billed annually) or $100/month, includes $100 monthly credits, up to 15 collaborators, up to 50 viewers, up to 10 parallel agents, 28-day database rollbacks, and premium support. Enterprise: Custom pricing with SSO/SAML, VPC peering, single-tenant environments, static outbound IPs, dedicated support, and data warehouse connections. Under effort-based pricing (introduced mid-2025), simple tasks cost under $0.25 while complex builds may cost several dollars each. Credits are drawn from a shared pool covering AI model calls, compute, storage, data transfer, and deployments.
Review summary: Reviews on G2 (4.5/5 across approximately 357 reviews) show consistent praise for Replit's ease of use, speed from idea to working prototype, and accessibility for non-technical users. Reviewers frequently highlight the zero-setup onboarding, quality of AI-generated designs, and the convenience of an all-in-one stack that eliminates environment management. The most frequently cited criticisms center on unpredictable credit costs under effort-based pricing—users report surprise charges, credits depleted by error-repair loops, and difficulty forecasting monthly spend. Agent reliability on complex multi-file projects, occasional unintended large-scale rewrites, and slow support response for billing issues are recurring pain points.
Competitive positioning: Replit Agent 3 positions itself as the autonomous coding platform for the broadest possible audience—from non-technical founders, SMB owners, and product managers to enterprise teams—contrasting with developer-first tools like Cursor (desktop IDE) and Claude Code (terminal-based). Core differentiators include a fully browser-based, zero-setup, all-in-one environment (IDE + hosting + database + auth + deployment + integrated agent), a self-testing reflection loop claimed to be 3x faster and 10x more cost-effective than Computer Use models, up to 200-minute autonomous work sessions, and 160+ third-party connectors acquired via OpenInt. Enterprise credentials (SOC 2 Type II, SSO/SAML, Databricks and Microsoft Fabric integrations, Google Cloud Marketplace listing) extend its reach beyond the indie-hacker and education market where Replit built its early reputation.
Limitations: Effort-based pricing is widely cited as opaque and unpredictable—credits are drawn from a shared pool covering Agent usage, compute, hosting, database storage, and data transfer, making monthly bills difficult to forecast. Documented cases of users spending $1,000+ in a single week have been reported. The Agent can make large unintended changes (e.g., UI rewrites, dependency modifications) or enter expensive repair loops when fixing bugs. A July 2025 incident in which the Agent deleted a user's production database prompted Replit to add automatic database separation and backup safeguards. Reliability issues with complex multi-file refactors are noted in user reviews. Fully browser-based with no offline capability. The platform is considered less suited than local IDEs for large, enterprise-grade legacy codebases. Customer support responsiveness has drawn criticism from higher-spending users.


### Source urls

- https://replit.com/products/agent
- https://replit.com/pricing
- https://replit.com/news/funding-announcement
- https://replit.com/customers
- https://replit.com/blog/2025-replit-in-review
- https://replit.com/blog/effort-based-pricing
- https://sacra.com/c/replit/
- https://www.g2.com/products/replit/reviews
- https://www.capterra.com/p/10011212/Replit/reviews/
- https://espressio.ai/blog/replit-guide-2026/
- https://emergent.sh/learn/replit-reviews
- https://www.forbes.com/sites/iainmartin/2025/07/30/vibe-coding-tool-replit-doubles-in-valuation-to-3-billion/
- https://www.prnewswire.com/il/news-releases/replit-closes-250-million-in-funding-to-build-on-customer-momentum-302551540.html

Reviewed at: 2026-06-30T15:20:09.837+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Rokt | Rokt used Replit to build 135 internal applications in 24 hours, generating substantial cost savings for the ecommerce technology company. | $1.2M saved |
| Plaid | Plaid built a production SLA dashboard using Replit Agent, achieving significant per-person time savings across its engineering and operations teams. | 96+ hours saved per person |
| Leatherman | Leatherman's non-technical teams used Replit to build internal software tools, substantially reducing the time required for software development. | 60% time saved |
| Talkdesk | Talkdesk's SVP of Global Talent used Replit to build a headcount capacity planning app in two days rather than the typical two weeks required through traditional engineering. | ~87% reduction in build time (2 days vs. 2 weeks) |
| Zillow | Zillow deployed Replit across approximately 600 employee seats, enabling non-engineering staff to create thousands of internal apps independently over one year. | 7,000+ apps built in one year |
| Northern Health | Dr. Fahim Hussain at Northern Health built a complete healthcare platform in four days using Replit Agent with no prior coding background, generating ongoing annual savings. | £100,000+ annual savings |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.5 | 5 | 357 | https://www.g2.com/products/replit/reviews |



### Review themes



#### Praised

- Zero-setup onboarding with no local installation required
- Speed from idea to working prototype (hours, not days)
- Accessible to non-technical users with no coding background
- All-in-one platform eliminates context switching (IDE, hosting, DB, deploy)
- Professional-quality AI-generated app designs and layouts
- Real-time collaboration and multiplayer editing
- Integrated database and auth remove backend setup friction
- Strong for rapid prototyping, MVPs, and internal tool development



#### Criticized

- Effort-based pricing is opaque and leads to unpredictable monthly bills
- Credits shared across hosting, storage, and Agent usage drain budgets unexpectedly
- Agent reliability inconsistent on complex multi-file refactors and dependency changes
- Agent can introduce bugs while fixing others, consuming additional credits in repair loops
- No offline capability; entirely dependent on internet connection
- Customer support slow or unresponsive on billing disputes
- Pricing model changed multiple times, making long-term budgeting difficult
- Autonomous agent can make large unintended changes (e.g., full UI rewrites) without warning




### Company facts

Founded year: 2016
Hq: San Francisco, California, USA


#### Founders

- Amjad Masad
- Haya Odeh
- Faris Masad

Employees range: 100-200
Total funding: ~$878M
Valuation: $9B (March 2026)
Arr: ~$253M (Oct 2025); targeting $1B by end
Customer count: 50M+ registered users; 500K+ professiona
Status: Private


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 | 0 | 0 |
| bing-copilot-search | 0 | 0 |
| google-ai | 0 | 0 |
| perplexity | 0 | 0 |
| google-ai-mode | 0 | 0 |



## Strengths





## 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 |
| What autonomous coding agents run tasks inside a secure sandbox so a compromised prompt can't affect the host filesystem? | 3 |
| What autonomous coding tools are best suited for a solo developer who wants to delegate routine feature work and focus on architecture? | 3 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 0 |
| Developer Experience | 5 | 0 |
| Integrations & Ecosystem | 5 | 0 |
| Performance & Reliability | 5 | 0 |
| Setup & First Run | 5 | 0 |



## 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: 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 |
| --- | --- |
| 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: Not available
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





## 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: -1.6
Avg position delta: Not available
Citation count delta: -5