Overview
Summary
The useful answer before the supporting detail.
Trigger.dev is an open source platform for building durable AI agents and workflows in TypeScript, designed to handle long-running tasks without server management S110. Developers use it to build AI agents that survive refreshes, redeploys, and crashes, with features like queues, concurrency, schedules, and realtime updates S1. Its main practical value is simplifying the deployment and scaling of production-ready AI agents, with built-in observability and pay-only-for-execution pricing S1 S110.
Product identity and positioning
Name, category, positioning, audience, and first-party claims.
- Identity: Trigger.dev is an open source platform for durable AI agents and workflows in TypeScript S110.
- Core purpose: It solves the problem of building and deploying AI agents that can run for hours or days without infrastructure complexity S16 S1.
- Intended users: Developers building AI agents and background workflows in TypeScript S1.
- Product scope: A platform with a TypeScript SDK, cloud infrastructure, and a dashboard for managing tasks S1.
- Positioning: The vendor positions it as the open source platform for durable AI agents, emphasizing no server management S110 S1.
- Claimed distinction: It claims unparalleled developer experience for building durable agents, with end-to-end type safety S16.
Use cases and audiences
Who the product serves and the jobs it is designed to handle.
| Audience | Practical use case |
|---|---|
| AI developers | Build durable AI agents that survive crashes and redeploys S110. |
| Backend engineers | Offload long-running async tasks to managed infrastructure S110. |
| Teams needing scheduled jobs | Create recurring cron schedules for tasks like data syncs S26. |
| Frontend developers | Use React hooks to show real-time run status in UIs S10. |
| Enterprise teams | Access production databases via static IPs and PrivateLink S1. |
Traffic and search
SEO analysis
Collected Oct 23, 2026trigger.dev: an estimated 204,778 total monthly visits and about 1,444 monthly organic visits across 556 ranking keywords. Scout crawled 15 pages and measured a technical health score of 97/100.
Search summary
The useful answer before the supporting detail.
Trigger. dev is the open source platform for durable AI agents and workflows in TypeScript. trigger.dev: an estimated 204,778 total monthly visits and about 1,444 monthly organic visits across 556 ranking keywords. Scout crawled 15 pages and measured a technical health score of 97/100.
- Total traffic (modeled): 204,778 monthly visits across all channels.
- Organic search traffic (estimated): 1,444 monthly visits from search.
- Strongest sampled ranking: trigger dev at position 1.
- Leading page in the collected evidence: https://trigger.dev/.
- Closest measured organic competitor: github.com, appearing 3 times in the sampled first-page SERPs.
- Technical crawl: 15 pages, health score 97/100.
Website intelligence — Collected evidence
Company identity and positioning
| Page type | Evidence | Source |
|---|---|---|
| features | Trigger.dev is the open source platform for durable AI agents and workflows in TypeScript. Long-running tasks with retries, queues, and LLM observability. | https://trigger.dev/ |
| features | Chat agent tips7 tips for better AI chat agents | https://trigger.dev/ |
| features | ](/blog/seven-tips-for-building-better-chat-agents) | https://trigger.dev/ |
| features | Trigger.dev is the open source platform for building AI agents in TypeScript. Long-running tasks with retries, queues, AI observability, and elastic scaling. | https://trigger.dev/ |
| features | // Durable AI chat agent: survives refreshes, redeploys, and crashesconst tools = { searchDocs: tool({ description: "Search the product docs", inputSchema: z.object({ query: z.string() }), execute: async ({ query }) => searchIndex(query), }), refundOrder: tool({ description: "Refund an order", inputSchema: z.object({ orderId: z.string() }), needsApproval: true, // pauses for human approval; the run stays alive execute: async ({ orderId }) => payments.refund(orderId), }),}; | https://trigger.dev/ |
| features | Concurrent execution of multiple AI tasks for simultaneous processing and analysis. | https://trigger.dev/ |
| features | Pay for what you use | https://trigger.dev/ |
| features | We deploy your tasks and handle scaling for you. | https://trigger.dev/ |
| features | Alerts for errors | https://trigger.dev/ |
| features | Show the run status (in progress, completed, failed) and metadata to provide real-time, contextual information for your users as your tasks progress. | https://trigger.dev/ |
| features | True runtime freedom for developers | https://trigger.dev/ |
| features | Wait for HTTP callback | https://trigger.dev/ |
Domain performance
Modeled total traffic, six-month trend, engagement, countries, and domain identity.
Total website traffic
Six-month trafficModeled monthly visits
Monthly visits204,778
Global rank#186,233
Top-country rankUS #136,623
Bounce rate39.7%
Pages per visit3.43
Visit duration2m 48s
| Month | Modeled visits |
|---|---|
| 2026-04 | 334,807 |
| 2026-05 | 248,617 |
| 2026-06 | 273,129 |
| 2026-07 | 288,607 |
| 2026-08 | 198,035 |
| 2026-09 | 204,778 |
Top visitor countries
| Country | Name | Traffic share |
|---|---|---|
| US | United States | 27.5% |
| IN | India | 9.7% |
| NZ | New Zealand | 7.2% |
| FR | France | 6.5% |
| CA | Canada | 5.6% |
27.5%United States
United States27.5%India9.7%New Zealand7.2%France6.5%Canada5.6%Other43.5%
Domain identity
| Signal | Value |
|---|---|
| Registered | Dec 1, 2022 |
| Last changed | Dec 5, 2025 |
| Expires | Dec 1, 2026 |
| WHOIS server | — |
| DNSSEC | Signed |
| Nameservers | mallory.ns.cloudflare.com, rick.ns.cloudflare.com |
Website capture
Organic keywords
Top keywords and an independent Google result page.
Top organic keywords
| Keyword | Volume | CPC | Estimated value |
|---|---|---|---|
| trigger dev | 2,650 | $6.09 | $3,350 |
| trigger.dev | 1,080 | $5.55 | $910 |
| trigger | 82,970 | $0.72 | $690 |
| trigger dev logo | 0 | $0.00 | $550 |
| trigger.dev skills ai | 200 | $0.00 | $370 |
Independent Google result page
Query: trigger dev
| Position | Title | URL | Description |
|---|---|---|---|
| 1 | Trigger.dev | The open source platform for durable AI agents | https://trigger.dev/ | Trigger.dev is the open source platform for building AI agents in TypeScript. Long-running tasks with retries, queues, AI observability, and elastic scaling. |
| 2 | Trigger.dev – build and deploy durable AI agents ... | https://github.com/triggerdotdev/trigger.dev | Trigger.dev is the open-source platform for building AI workflows in TypeScript. Long-running tasks with retries, queues, observability, and elastic scaling. |
| 3 | What Is Trigger.dev? The Agentic Workflow Platform That ... | https://www.mindstudio.ai/blog/what-is-trigger-dev-agentic-workflow-platform | Trigger.dev is used to run background jobs, scheduled tasks, and multi-step workflows in TypeScript. Common use cases include AI data pipelines, ... |
| 4 | Trigger.dev: AI Agent and Workflow Infrastructure - AI Engineer | https://ai.engineer/orgs/trigger-dev | Trigger.dev provides an open-source platform for developers to build and deploy AI agents and long-running workflows in TypeScript. |
| 5 | Trigger.dev: Build and deploy fully‑managed AI agents ... | https://www.ycombinator.com/companies/trigger-dev | Trigger.dev makes it easy to create workflows in response to API events (webhooks), on a schedule or on-demand by sending your own events. |
| 6 | How Trigger.dev makes serverless background jobs possible | https://medium.com/@eallam/how-trigger-dev-makes-serverless-background-jobs-possible-af91414c8702 | Trigger.dev is an open source framework for building background jobs in your existing codebase. Right now we have support for Next.js and ... |
| 7 | Trigger.dev | https://uk.linkedin.com/company/triggerdotdev | Trigger.dev is the platform for building AI workflows in TypeScript. Long-running tasks with retries, queues, observability, and elastic scaling. |
Important pages
Pages earning the most estimated search traffic in the sample.
| URL | Ranking keywords | Estimated traffic | Best position |
|---|---|---|---|
| https://trigger.dev/ | 7 | 254.5 | 1 |
| https://trigger.dev/pricing | 3 | 69.9 | 1 |
| https://status.trigger.dev/ | 2 | 30.4 | 1 |
| https://trigger.dev/docs/guides/frameworks/webhooks-guides-overview | 2 | 30.4 | 1 |
| https://trigger.dev/docs/troubleshooting-alerts | 1 | 27.4 | 1 |
| https://trigger.dev/docs/mcp-introduction | 1 | 15.2 | 1 |
| https://trigger.dev/docs/cli-projects-commands | 1 | 12.2 | 1 |
| https://trigger.dev/docs/introduction | 1 | 12.2 | 1 |
| https://trigger.dev/docs/guides/examples/deepgram-transcribe-audio | 1 | 11.3 | 2 |
| https://trigger.dev/vs/bullmq | 1 | 9.1 | 1 |
Website intelligence — Collected evidence
Prioritized website intelligence pages
| Type | Page | Words | Change | URL |
|---|---|---|---|---|
| features | Trigger.dev \ | static | 2,142 | new |
| pricing | Cloud Pricing \ | static | 1,586 | new |
| pricing | Billing alerts \ | static | 161 | new |
| pricing | Billing limits & spend alerts \ | static | 480 | new |
| pricing | Higher concurrency limits and lower prices \ | static | 389 | new |
| features | Features for durable AI agents and workflows \ | static | 2,231 | new |
| features | Durable AI agents in TypeScript \ | static | 860 | new |
| features | Concurrency and queues \ | static | 270 | new |
| features | Observability & monitoring \ | static | 159 | new |
| features | Trigger.dev Realtime \ | static | 322 | new |
| features | Cron schedules \ | static | 568 | new |
| integrations | Trigger.dev v3 Developer Preview is now available | 1,503 | new | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | GitHub integration \ | static | 275 | new |
| integrations | Infisical integration \ | static | 424 | new |
| integrations | Multiple API keys per environment \ | static | 611 | new |
Features
| Page type | Evidence | Source |
|---|---|---|
| features | Chat agent tips7 tips for better AI chat agents | https://trigger.dev/ |
| features | ](/blog/seven-tips-for-building-better-chat-agents) | https://trigger.dev/ |
| features | Build and deploy durable AI agents and workflows | https://trigger.dev/ |
| features | Trigger.dev is the open source platform for building AI agents in TypeScript. Long-running tasks with retries, queues, AI observability, and elastic scaling. | https://trigger.dev/ |
| features | Start building now | https://trigger.dev/ |
| features | ](https://cloud.trigger.dev/login?source=site_get_started) | https://trigger.dev/ |
| features | Copy setup promptPaste in your agent | https://trigger.dev/ |
| features | Media processing | https://trigger.dev/ |
| features | Media generation | https://trigger.dev/ |
| features | Human in the loop | https://trigger.dev/ |
| features | Browser automation | https://trigger.dev/ |
| features | Scheduled tasks | https://trigger.dev/ |
| features | Semantic search | https://trigger.dev/ |
| features | Email sequences | https://trigger.dev/ |
| features | // Durable AI chat agent: survives refreshes, redeploys, and crashesconst tools = { searchDocs: tool({ description: "Search the product docs", inputSchema: z.object({ query: z.string() }), execute: async ({ query }) => searchIndex(query), }), refundOrder: tool({ description: "Refund an order", inputSchema: z.object({ orderId: z.string() }), needsApproval: true, // pauses for human approval; the run stays alive execute: async ({ orderId }) => payments.refund(orderId), }),}; | https://trigger.dev/ |
| features | export const supportAgent = chat.agent({ id: "support-agent", tools, // declared once, threaded everywhere and typed in run() run: async ({ messages, tools, signal }) => streamText({ // Wires the system prompt, tool approval (HITL), // compaction, mid-turn steering, and telemetry ...chat.toStreamTextOptions({ tools }), model: anthropic("claude-sonnet-4-5"), messages, abortSignal: signal, stopWhen: stepCountIs(15), }),}); | https://trigger.dev/ |
| features | Build durable AI agents that survive refreshes, redeploys, and crashes. Stream to your frontend with no API routes, plus tool calling, human-in-the-loop, and full observability. | https://trigger.dev/ |
| features | Learn about AI agents | https://trigger.dev/ |
| features | ](https://trigger.dev/docs/ai-chat/overview) | https://trigger.dev/ |
| features | How it works | https://trigger.dev/ |
Pricing and plans
| Page type | Evidence | Source |
|---|---|---|
| pricing | Simple pricing, built for growth | https://trigger.dev/pricing |
| pricing | Begin for free, invite your team, and scale without limits. | https://trigger.dev/pricing |
| pricing | $5 / month free credits | https://trigger.dev/pricing |
| pricing | $10 / month credits included | https://trigger.dev/pricing |
| pricing | $500/month · Request a BAA | https://trigger.dev/pricing |
| pricing | $50 / month credits included | https://trigger.dev/pricing |
| pricing | Then $10/month per 50 | https://trigger.dev/pricing |
| pricing | Then $20/month per seat | https://trigger.dev/pricing |
| pricing | Then $10/month per branch | https://trigger.dev/pricing |
| pricing | Then $10/month per dashboard | https://trigger.dev/pricing |
| pricing | Then $10/month per 1,000 | https://trigger.dev/pricing |
| pricing | All Pro plan features + | https://trigger.dev/pricing |
| pricing | Compute pricing | https://trigger.dev/pricing |
| pricing | <table class="w-full"><colgroup><col class="w-[30%]"><col class="w-[30%]"><col class="w-[30%]"><col class="w-[10%]"></colgroup><tbody><tr class="border-b border-grid-dimmed"><th class="py-3 pl-3 text-left"><p class="font-sans sm:text-base text-sm m-0! font-medium text-bright">Machine</p></th><th class="py-3 text-left"><p class="font-sans sm:text-base text-sm m-0! font-medium text-bright">vCPU</p></th><th class="py-3 text-left"><p class="font-sans sm:text-base text-sm m-0! whitespace-nowrap font-medium text-bright">GB RAM</p></th><th class="py-3 pr-3 text-right"><p class="font-sans sm:text-base text-sm m-0! font-medium text-bright">Cost/sec</p></th></tr><tr class="group w-full border-b border-grid-dimmed transition hover:bg-charcoal-850"><td class="flex items-center gap-3 px-3 py-2 text-left"><p class="font-sans font-normal sm:text-base text-sm m-0! whitespace-nowrap tabular-nums text-dimmed transition group-hover:text-bright">Micro</p></td><td class="py-2 text-left"><p class="font-sans font-normal sm:text-base text-sm m-0! whitespace-nowrap tabular-nums text-dimmed transition group-hover:text-bright">0.25</p></td><td class="py-2 text-left"><p class="font-sans font-normal sm:text-base text-sm m-0! whitespace-nowrap tabular-nums text-dimmed transition group-hover:text-bright">0.25</p></td><td class="py-2 pr-3 text-right"><p class="font-sans font-normal sm:text-base text-sm m-0! whitespace-nowrap tabular-nums text-dimmed transition group-hover:text-bright">$0.0000169</p></td></tr><tr class="group w-full border-b border-grid-dimmed transition hover:bg-charcoal-850"><td class="flex items-center gap-3 px-3 py-2 text-left"><p class="font-sans font-normal sm:text-base text-sm m-0! whitespace-nowrap tabular-nums text-dimmed transition group-hover:text-bright">Small 1x</p><p class="grid h-fit place-items-center rounded-full border border-grid-bright bg-grid-dimmed px-2 py-0.5 text-[0.7rem] font-semibold uppercase tracking-wider text-dimmed transition group-hover:text-bright"> | https://trigger.dev/pricing |
| pricing | ($0.25 per 10,000 runs) | https://trigger.dev/pricing |
| pricing | 1 run = (10s × $0.0000338) + $0.000025 = $0.000363 | https://trigger.dev/pricing |
| pricing | 1 day = 100 × $0.000363 = $0.0363 | https://trigger.dev/pricing |
| pricing | 1 month = $0.0363 × 30 = $1.09 | https://trigger.dev/pricing |
| pricing | We charge for usage in 2 ways: the number of seconds of compute your tasks execute for, and the number of runs you do. The compute cost depends on the machine you've chosen. | https://trigger.dev/pricing |
| pricing | Yes. Concurrency is limited on our Free plan but you can increase your concurrency limit by upgrading to a paid plan. If your tasks require more than the Pro plan limit (200), you can purchase bundles of 50 for $10 per month. | https://trigger.dev/pricing |
Integrations and supported platforms
| Page type | Evidence | Source |
|---|---|---|
| integrations | Article ·March 25, 2024View all blog posts | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | Trigger.dev v3 Developer Preview is now available | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | 0 | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | Matt Aitken | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | CEO, Trigger.dev | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | Today the developer preview is live. Each day we'll let in more people as we fix bugs, increase capacity and roll out essential features. Create a free account to join the waitlist and we'll let you know when you get access. | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | We built v3 based on conversations with hundreds of users over the past year. | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | This video shows off writing tasks in a `/trigger` folder, running locally using our CLI and using the dashboard to view a run. | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | And here's the code for the task shown in that video: | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | /trigger/openai.ts | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | `` export const summarizeUrl = task({ id: "summarize-url", //specifying retry options overrides the defaults defined in your trigger.config file retry: { maxAttempts: 10, }, run: async (payload: { url: string }) => { //you can use fetch, but we provide a version that retries const response = await retry.fetch(payload.url); const html = await response.text(); //if this fails, it will throw an error and retry const chatCompletion = await openai.chat.completions.create({ messages: [ { role: "user", content: `Can you summarize in bullet points the content of this web page: \n${html}`, }, ], model: "gpt-4-turbo-preview", }); if (chatCompletion.choices[0]?.message.content === undefined) { //sometimes OpenAI returns an empty response, let's retry by throwing an error throw new Error("OpenAI call failed"); } return chatCompletion.choices[0].message.content; }, }); `` | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | No timeouts but still serverless | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | Timeouts are a big problem for background tasks, especially when even seemingly short tasks can hit the limits when you factor in retrying. | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | We learned this the hard way with v2 because code ran on your servers (often with timeouts). This meant you needed to divide tasks into small chunks which is complex, makes many things impossible (no chunk can exceed the timeout), and can lead to subtle bugs. | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | There are zero timeouts in v3. We deploy, manage and scale your tasks on long-running servers. | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | Writing tasks is now far simpler, less confusing and entirely new use cases are opened up. | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | Freeze your server costs | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | With our cloud product, you only pay when code is executing. This doesn't seem particularly novel until you realize that there are no timeouts and you can write code like this: | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | `` export const sendReminderEmail = task({ id: "send-reminder-email", run: async (payload: { todoId: string; userId: string; date: string }) => { //wait until the date, this could be a really long time in the future await wait.until({ date: new Date(payload.date) }); const todo = await prisma.todo.findUnique({ where: { id: payload.todoId, }, }); const user = await prisma.user.findUnique({ where: { id: payload.userId, }, }); //send email const { data, error } = await resend.emails.send({ from: "[[email protected]](/cdn-cgi/l/email-protection)", to: user.email, subject: `Don't forget to ${todo.title}!`, html: `<p>Hello ${user.name},</p><p>...</p>`, }); if (error) { throw new Error(`Failed to send email ${error.message} ${error.name}`); } logger.info(`Email sent to ${user.email}`, { data }); }, }); `` | https://trigger.dev/blog/v3-developer-preview-launch |
| integrations | If we can freeze the execution of your code we will, and you won't pay until it starts back up. Right now this happens when using the `wait` functions, after scheduling a retry, and when waiting for subtasks to complete. | https://trigger.dev/blog/v3-developer-preview-launch |
Product and company updates
No supporting public-page evidence was collected for this category.
Rank tracking
Persistent keyword baselines and position movement.
This analysis created the first position baseline at 2026-10-23T11:23:24.119Z. Movement appears after the next fresh analysis using the same location and language.
| Keyword | Current | Previous | Movement | Volume | Ranking URL |
|---|---|---|---|---|---|
| trigger dev | 1 | Baseline | Baseline | 590 | https://trigger.dev/ |
| trigger alerts | 1 | Baseline | Baseline | 90 | https://trigger.dev/docs/troubleshooting-alerts |
| trigger pricing | 1 | Baseline | Baseline | 90 | https://trigger.dev/pricing |
| agent trigger | 2 | Baseline | Baseline | 140 | https://trigger.dev/ |
| trigger dev pricing | 1 | Baseline | Baseline | 70 | https://trigger.dev/pricing |
| trigger jobs | 1 | Baseline | Baseline | 70 | https://trigger.dev/ |
| trigger.dev pricing | 1 | Baseline | Baseline | 70 | https://trigger.dev/pricing |
| trigger dev mcp | 1 | Baseline | Baseline | 50 | https://trigger.dev/docs/mcp-introduction |
| trigger dev status | 1 | Baseline | Baseline | 50 | https://status.trigger.dev/ |
| trigger.dev status | 1 | Baseline | Baseline | 50 | https://status.trigger.dev/ |
| webhook trigger | 1 | Baseline | Baseline | 50 | https://trigger.dev/docs/guides/frameworks/webhooks-guides-overview |
| webhooks trigger | 1 | Baseline | Baseline | 50 | https://trigger.dev/docs/guides/frameworks/webhooks-guides-overview |
| trigger dev docs | 1 | Baseline | Baseline | 40 | https://trigger.dev/docs/cli-projects-commands |
| trigger.dev docs | 1 | Baseline | Baseline | 40 | https://trigger.dev/docs/introduction |
| deepgram transcription | 2 | Baseline | Baseline | 70 | https://trigger.dev/docs/guides/examples/deepgram-transcribe-audio |
| api trigger | 1 | Baseline | Baseline | 30 | https://trigger.dev/ |
| bullmq alternatives | 1 | Baseline | Baseline | 30 | https://trigger.dev/vs/bullmq |
| trigger web | 1 | Baseline | Baseline | 30 | https://trigger.dev/ |
| ai-dev-tasks | 2 | Baseline | Baseline | 40 | https://trigger.dev/ |
| automation trigger | 2 | Baseline | Baseline | 40 | https://trigger.dev/ |
Features
Features and capabilities
Core functions and evidence-backed product capabilities.
| Capability | What it does |
|---|---|
| Durable tasks | Tasks are checkpointed, so they survive failures and resume from the last step S1. |
| Concurrency control | Set concurrency limits and keys to manage how many tasks run in parallel S20 S1. |
| Scheduled tasks | Create cron schedules with timezone support and natural language expressions S26. |
| Realtime updates | Subscribe to run status and stream AI responses to frontends via React hooks S10. |
| Observability | Live run traces powered by OpenTelemetry, with LLM call details and cost S1. |
| Human-in-the-loop | Add approval gates that pause tasks and resume when a human responds S1. |
| Custom builds | Customize the build process with esbuild plugins, system packages, and Python scripts S1. |
| Multi-region deployment | Deploy tasks to multiple regions to reduce latency S1. |
Integrations and ecosystem
Connected products, exports, APIs, and workflow compatibility.
| Integration or interface | Type | What it enables |
|---|---|---|
| Vercel integration | Integration | Automatically deploys Trigger.dev tasks on Vercel deployments and syncs env vars S1. |
| GitHub integration | Integration | Deploys tasks on pushes to tracked branches and creates preview environments S1. |
| MCP Server | AI interface | Lets AI assistants interact directly with Trigger.dev projects S1. |
| React hooks package | SDK | Provides hooks like useRealtimeRun to interact with the API from React apps S1. |
| Python build extension | Extension | Enables running Python scripts and libraries like Pandas from tasks S1. |
| Webhook callbacks | Webhook | Pauses runs until third-party services complete work S1. |
| TRQL query language | API | Queries run data using SQL-style language and exports results S1. |
Pricing
Pricing and plans
Published plans, free access, trials, credits, and pricing limitations.
| Plan or offer | Verified price and billing | Included | Limits |
|---|---|---|---|
| Free | $0 per month | $5 usage credits, 10 schedules | 1-day log retention S1 |
| Hobby | $10 per month | $10 usage credits, 100 schedules | 50 concurrent runs, 7-day logs S1 |
| Pro | $50 per month | $50 usage credits, 1,000+ schedules | 200+ concurrent runs, 30-day logs S1 |
| Enterprise | Custom per contract | Custom | RBAC, SSO, SOC 2 report S1 |
| Usage | Compute from $0.0000169 per second plus $0.25 per 10,000 runs | Not established | Not established S1 |
Competition
Competitive landscape
Domains competing for the same organic search demand.
Sampled competitors
| Competitor | First-page appearances | Sampled queries | Average position | Queries observed |
|---|---|---|---|---|
| github.com | 3 | 1 | 5 | trigger dev |
| elastic.co | 1 | 1 | 1 | trigger alerts |
| youtube.com | 1 | 1 | 2 | trigger dev |
| docs.honeycomb.io | 1 | 1 | 2 | trigger alerts |
| aiagentstore.ai | 1 | 1 | 3 | trigger dev |
| help.xmatters.com | 1 | 1 | 3 | trigger alerts |
| zenml.io | 1 | 1 | 4 | trigger dev |
| norstella.com | 1 | 1 | 4 | trigger alerts |
| ai.engineer | 1 | 1 | 5 | trigger dev |
| lantern.splunk.com | 1 | 1 | 5 | trigger alerts |
Website intelligence — Collected evidence
Customers, testimonials, and first-party review claims
No supporting public-page evidence was collected for this category.
Independent review sources discovered
No links to supported independent review platforms were discovered on the collected pages.
Backlink profile
Authority and referring-domain signals.
Backlink comparison profile
- Domain rating: 73/100
- Backlinks: 35,728
- Referring domains: 3,527
- Dofollow backlinks: 72.0%
- Dofollow referring domains: 64.0%
| Source DR | Source title | Anchor | Source URL | Target URL |
|---|---|---|---|---|
| 53 | JSON Hero - a beautiful JSON viewer for the web | — | https://jsonhero.io/ | https://trigger.dev/ |
| 82 | Intro \ | Zod | Trigger.dev logo (dark theme) Trigger.dev logo (light theme) | https://zod.dev/ |
| 79 | PlanetScale - the world’s fastest and most scalable cloud hosting for Vitess, Neki, and Postgres | Read blog post | https://planetscale.com/ | https://trigger.dev/blog/upgrading-a-56tb-database |
| 56 | Free for Developers | Trigger.dev | https://free-for.dev/ | https://trigger.dev/ |
| 91 | Integrations - Resend | — | https://resend.com/docs/integrations | https://trigger.dev/docs/guides/examples/resend-email-sequence |
| 97 | GitHub - simstudioai/sim: Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. · GitHub | Trigger.dev | https://github.com/simstudioai/sim | https://trigger.dev/ |
| 0 | AI Tools Directory \ | ThinkAI | Visit site → | https://www.thinkai.team/ai-tools/ |
| 9 | devSwag | Trigger.dev swag you can get | https://devswag.io/ | https://trigger.dev/ |
| 4 | Autumn AI \ | AI People & Company Research | trigger.dev | https://www.autumn.ai/ |
| 45 | Dark Themed Web Design Inspiration | Visit site | https://www.dark.design/ | https://trigger.dev/ |
Collection decision
The Scout search index remains intentionally excluded from automatic Scout analysis. This Scout traffic model profile costs 5 credits (0.5 cents) and is included in the first comparison run so its usefulness can be judged before the recurring collection is finalized.
AI visibility
Measured ChatGPT and Google AI mentions with cited sources.
AI-assistant referral traffic
- Estimated current generative-AI referral share: 1.9%
| Month | Traffic share | Source |
|---|---|---|
| — | — | All AI assistants |
| — | — | All AI assistants |
Website intelligence — Collected evidence
Site-stated AI capabilities
| Page type | Evidence | Source |
|---|---|---|
| features | Trigger.dev is the open source platform for durable AI agents and workflows in TypeScript. Long-running tasks with retries, queues, and LLM observability. | https://trigger.dev/ |
| features | Chat agent tips7 tips for better AI chat agents | https://trigger.dev/ |
| features | Trigger.dev is the open source platform for building AI agents in TypeScript. Long-running tasks with retries, queues, AI observability, and elastic scaling. | https://trigger.dev/ |
| features | // Durable AI chat agent: survives refreshes, redeploys, and crashesconst tools = { searchDocs: tool({ description: "Search the product docs", inputSchema: z.object({ query: z.string() }), execute: async ({ query }) => searchIndex(query), }), refundOrder: tool({ description: "Refund an order", inputSchema: z.object({ orderId: z.string() }), needsApproval: true, // pauses for human approval; the run stays alive execute: async ({ orderId }) => payments.refund(orderId), }),}; | https://trigger.dev/ |
| features | Concurrent execution of multiple AI tasks for simultaneous processing and analysis. | https://trigger.dev/ |
| features | Agents run for hours or days. When one waits for someone to approve a tool call, it picks up from the line it stopped at, and you aren't billed for the wait. Turn on telemetry and every AI SDK call shows up in the run trace with its tokens and cost. The same tasks power scheduled jobs, queues, and realtime updates. | https://trigger.dev/product |
| features | Build and deploy production-ready AI agents that scale on our elastic infrastructure. Write durable chat agents that survive refreshes, redeploys, and crashes, with retrying, human-in-the-loop, and observability out of the box. Expose your tasks as tools for the Vercel AI SDK. | https://trigger.dev/product |
| features | Realtime is the bridge between your background tasks and your backend or frontend. Subscribe to runs for live status updates, stream LLM responses directly to users, and build reactive UIs powered by your background work. | https://trigger.dev/product |
| features | With `chat.agent`, multi-turn AI chat runs as a durable task instead of a request. Idle conversations cost nothing, and the next message resumes on the exact line of code it stopped on with the full conversation in context. A single turn can run for an hour, shell out to a CLI, or pause for days while a human approves something, without being billed for the wait. You keep `streamText` on the server and `useChat` on the client, and the API route between them goes away. chat.agent docs | https://trigger.dev/product |
| features | The `schemaTask` function allows you to define precise data schemas for your tasks with runtime payload validation. This ensures consistent, predictable interactions. Perfect for AI agents and API integrations. | https://trigger.dev/product |
| features | We run parallel AI tasks for proposal generation and compliance mapping across 10,000+ government sources. Trigger.dev handles the orchestration. | https://trigger.dev/product/ai-agents |
| features | Our platform uses AI agents to gather compliance evidence by querying various API endpoints using MCPs, with browser-based automation as a fallback. | https://trigger.dev/product/ai-agents |
| features | 0 | https://trigger.dev/product/ai-agents |
| features | Our TypeScript SDK provides end-to-end type safety for your AI agents. Define your tasks with Zod schemas and automatically convert them to type-safe tools for AI SDK. And our atomic versioning ensures that you can safely update your agents without breaking changes. | https://trigger.dev/product/ai-agents |
| features | A TypeScript-first library for building AI applications with multi-provider support, streaming responses, tool usage, web search. | https://trigger.dev/product/ai-agents |
| features | From basic prompt chains to sophisticated multi-step workflows, see how developers are building production AI agents. These examples showcase the patterns and techniques that work in real-world applications. All of these examples are open source and have full documentation for you to learn from. | https://trigger.dev/product/ai-agents |
| features | See the model, tokens, cost, and latency for every LLM call your agents make. | https://trigger.dev/product/ai-agents |
| features | Subscribe to your runs and receive updates anywhere in your frontend or backend, in real-time. Stream AI responses to your users from your runs, with full observability built-in. | https://trigger.dev/product/realtime |
| features | Use AI and natural language to easily create cron expressions for your schedules. No more having to manually figure out complicated cron syntax. | https://trigger.dev/product/scheduled-tasks |
| features | Chat agent tips7 tips for better AI chat agents | https://trigger.dev/ |
These are first-party product claims, not independent measurements of AI-search visibility.
Marketing opportunities
Actions calculated directly from the collected evidence.
| Opportunity | Recommended action | Evidence |
|---|---|---|
| Competitor gap | Review the sampled queries where github.com appears. | 3 first-page appearances across trigger dev |
Website intelligence — Collected evidence
Website evidence gaps
- customers: no usable public page was collected; verify whether the site publishes this evidence.
- reviews: no usable public page was collected; verify whether the site publishes this evidence.
- changes: no usable public page was collected; verify whether the site publishes this evidence.
- identity: no usable public page was collected; verify whether the site publishes this evidence.
- technical: no usable public page was collected; verify whether the site publishes this evidence.
Trust and proof
Customers, proof, and reviews
Published proof, customer signals, and review evidence.
Independent reviews
| Platform | Page | How it was found | Note |
|---|---|---|---|
| Product Hunt | Trigger.dev Reviews (2026) / Product Hunt | Grounded web search | ### The community submitted 19 reviews to tell us what they like about Trigger.dev, what Trigger.dev can do better, and more. ... Reviewers describe Trigger.dev as a strong fit for developers who want to build and run background jobs and workflow automation in TypeScript. Users praise its type-safe approach and say it beat tools like Inngest, Zapier, n8n, or a custom setup on developer speed, scalability, and manageability for larger automations. Founder feedback, including makers of Reloop, add |
| Daniel Setzermann Blog | Why I Moved From n8n to Trigger.dev (And Why You Might Too) | Grounded web search | .dev takes a fundamentally different approach. Instead of visual workflows with nodes and connections, your automations are TypeScript code. Tasks, subtasks, orchestration, retries: all defined in code, version-controlled, and deployed through a proper |
| Prompt to Product | Trigger.dev review: open-source background jobs for solo SaaS | Grounded web search | -native background-job platform on the market for solo founders who’ve outgrown Vercel Cron but don’t want to babysit ... The free tier is generous, the dashboard is a real feature rather than an afterthought, the durable-run model maps cleanly onto AI- |
| Doolpa | Trigger.dev Review (2026) — Best Background Jobs for TypeScript / Doolpa | Grounded web search | The main recurring criticism is around pricing predictability — the usage-based compute billing (charged per second of active execution) can be hard to estimate for bursty workloads. A secondary complaint is that the self-hosted version requires more ops knowledge than the docs suggest, and the documentation for advanced concurrency patterns lags behind the actual features available. Some users on Reddit's r/node also note that for very simple fire-and-forget jobs, the Trigger.dev SDK adds overh |
| RightAIChoice | Trigger.dev Pricing & Features (2026) / RightAIChoice | Grounded web search | threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, ... 42 mentions across 3 sources (Hacker News, YouTube, Lemmy) · researched Aug 17, 2026. 80% positive 20% critical |
Customer proof
| Proof type | Named customer or source | Evidence |
|---|---|---|
| Case study | Cal.com | customer case study — Morgan Vernay, an engineer at Cal.com, discusses how Trigger.dev has become essential to Cal.com's infrastructure, handling millions of monthly operations such as booking orchestration, calendar syncing, and fraud ana… (Powering Cal.com's core booking engine with AI scans, calendar syncs, and durable async fan-out tasks) |
| Testimonial | Magic Patterns | testimonial — “Trigger.dev is one of those tools that you set up once (takes like 30 minutes) and then never have to worry about again. (Trigger.dev Review · AI Industry Reviews) |
Independent mentions
- Show HN: We built a developer-first open-source Zapier alternative / Hacker News — For the past few months we’ve been building Trigger.dev and can now share our beta with you: https://github.com/triggerdotdev ... trigger.dev. Trigger.dev is an open source platform that makes it easy for developers to create event-driven background tasks
- Show HN: Trigger.dev V2 – a Temporal alternative for TypeScript devs / Hacker News — about building a “developer-first open source Zapier alternative” ... During the months since, we’ve gathered a lot of feedback from early users and realized that what developers actually wanted was more like an easier-to-use Temporal with integrations.
- I like Trigger but it's a lot of complexity... / Hacker News — > use cases like compute-heavy tasks such as generating videos using AI (Icon.com), real-time computer use (Scrapybara), AI enrichment pipelines (Pallet, Centralize), and vibe coding tools (Hero UI, Magic Patterns, Capy.ai)
External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.
Company, security, and trust
Ownership, policies, security signals, and public trust evidence.
| Signal | Finding | Source |
|---|---|---|
| Company and ownership | SOC 2 Type II, SSO, RBAC, HIPAA BAAs, and dedicated support. Start building for free, or talk to our team. | source |
| Contact and support | Not published on the collected pages. | — |
| Legal and privacy | // Durable AI chat agent: survives refreshes, redeploys, and crashesconst tools = { searchDocs: tool({ description: "Search the product docs", inputSchema: z.object({ query: z.string() }), execute: async ({ query }) => s | source |
| Security and compliance | > We run millions of workflows a month on Trigger.dev: orchestration, calendar sync, an AI agent for phishing, fraud, and billing. Encrypted snapshots keep PII out of the platform, retry.onThrow handles the failures we e | source |
| Uptime and status page | Not published on the collected pages. | — |
| Domain registered | 2022-12-01 | — |
| Domain expires | 2026-12-01 | — |
Not found on the collected pages: contact and support, uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.
Documentation and product updates
Help resources, product guidance, and visible changes over time.
| Resource or update | Type | What is available | Date or freshness |
|---|---|---|---|
| Runs - Trigger.dev | Documentation | Understanding the lifecycle of task run execution in Trigger.dev (source) | Not dated |
| Billing alerts / Changelog | Changelog | Get notified when your usage exceeds certain thresholds. (source) | Not dated |
| Billing limits & spend alerts / Changelog | Changelog | Set a spend cap on your organization. Reach it and we pause execution across every environment, so new runs keep queuing but stop running, and a runaway job can't blow past your budget. (source) | Not dated |
| Higher concurrency limits and lower prices / Changelog | Changelog | We've increase the included concurrency on every plan, including Free. We've also dropped the price for extra concurrency and made it self-serve. (source) | Not dated |
| GitHub integration / Changelog | Changelog | Connect a GitHub repo to your project and your tasks deploy automatically on every push. (source) | Not dated |
| Infisical integration / Changelog | Changelog | Sync secrets from Infisical straight into your Trigger.dev environment variables. Keep Infisical as your source of truth, with no build step or CLI required. (source) | Not dated |
| Features for durable AI agents and workflows / Trigger.dev | Changelog | Public product change history. (source) | Not dated |
Not found in the collected public sources: public roadmap, status page, separate help center or knowledge base.
Technical
Technical and delivery signals
Delivery model, platforms, API, data ownership, reliability claims and release activity.
| Signal | Finding | Source |
|---|---|---|
| Delivery model (cloud, self-hosted, desktop, browser extension) | Cloud platform with elastic infrastructure; open source available S1 S110. | S1 S110 |
| Platforms and apps | Web-based dashboard and TypeScript SDK S1 S16. | S1 S16 |
| API and extensibility (API, SDK, webhooks, MCP, plugins) | Provides TypeScript SDK, React hooks, MCP server, webhooks, and build extensions S1. | S1 |
| Data ownership and export | TRQL allows exporting run data as JSON or CSV S1. | S1 |
| Performance and reliability claims | Tasks are durable with checkpointing and atomic versioning S1 S110. | S1 S110 |
| Release activity | Not published on the collected pages. | — |
Measured infrastructure
Domain, certificate, and hosting signals, measured directly.
| Signal | Finding |
|---|---|
| Domain registered | 2022-12-01 — Tucows Domains Inc |
| Domain expires | 2026-12-01 |
| First archived | 2022-12-07 — web archive |
| TLS certificate | Let's Encrypt, valid, expires 2027-01-09 |
| Security headers | HSTS, CSP, X-Frame-Options |
| Headers not served | X-Content-Type-Options, Referrer-Policy |
| Server header | cloudflare |
| Mail handled by | aspmx.l.google.com, alt2.aspmx.l.google.com |
| Nameservers | rick.ns.cloudflare.com, mallory.ns.cloudflare.com |
Technical site audit
A bounded multi-page crawl with page-level issues and URLs.
Scout — Bounded technical crawl
- Pages crawled: 15 of 15 maximum
- Technical health: 97/100
- Critical issues: 0
- Warnings: 8
- Notices: 4
Issues
Crawled pages
| Status | Title | H1s | Words | Response | URL |
|---|---|---|---|---|---|
| 200 | Trigger.dev \ | The open source platform for durable AI agents | 1 | 2218 | 379 ms |
| 200 | Features for durable AI agents and workflows \ | Trigger.dev | 1 | 2439 | 324 ms |
| 200 | Durable AI agents in TypeScript \ | Trigger.dev | 1 | 1010 | 290 ms |
| 200 | Trigger.dev Realtime \ | Trigger.dev | 1 | 600 | 338 ms |
| 200 | Concurrency and queues \ | Trigger.dev | 1 | 519 | 431 ms |
| 200 | Cron schedules \ | Trigger.dev | 1 | 859 | 287 ms |
| 200 | Observability & monitoring \ | Trigger.dev | 1 | 398 | 299 ms |
| 200 | Changelog: new features and releases \ | Trigger.dev | 1 | 909 | 310 ms |
| 200 | Trigger.dev v4.8.0 Release Notes | 1 | 1394 | 303 ms | https://trigger.dev/changelog/v4-8-0 |
| 200 | Introducing Ask Trigger to your dashboard \ | Changelog | 1 | 756 | 369 ms |
| 200 | Preview branches now archive themselves \ | Changelog | 1 | 715 | 364 ms |
| 200 | Blog \ | Trigger.dev | 1 | 4933 | 428 ms |
| 200 | 7 things we wish we'd known before building an AI chat agent \ | Trigger.dev | 1 | 2445 | 372 ms |
| 200 | Zod 4 got rid of a bunch of CPUs for us \ | Trigger.dev | 1 | 1287 | 440 ms |
| 200 | Upgrading a 56TB database that's growing at 250GB per day with (nearly) no downtime \ | Trigger.dev | 1 | 3855 | 448 ms |
This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.
Search Console and Analytics
First-party search and behavioral data connection state.
Modeled acquisition channels
| Channel | Estimated share |
|---|---|
| direct | 73.7% |
| search | 14.7% |
| search organic | 14.7% |
| search paid | 0.0% |
| social | 3.0% |
| social organic | 2.2% |
| social paid | 0.8% |
| referrals | 4.9% |
| paid referrals | 0.4% |
| 1.4% | |
| gen ai | 1.9% |
| affiliate | 0.0% |
| other | 0.0% |
First-party connections
| Integration | Status | Data available after connection |
|---|---|---|
| Google Search Console | Not connected | Clicks, impressions, CTR, average position, queries, pages, countries, and devices |
| Google Analytics | Not connected | Organic sessions, engagement, landing pages, conversions, geography, and devices |
No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.
Limits and method
Limitations and open questions
Known constraints and missing evidence from the collected pages.
The collected pages do not mention any competitor products. Evidence gaps include lack of detailed security certifications beyond the enterprise plan mention, no uptime statistics, and no explicit data retention policies beyond log retention limits. Open questions include the specifics of self-hosting setup and the full scope of the open source offering.
Sources, method, and limitations
Evidence inventory, collection method, provider use, and constraints.
This report is based on 15 collected pages from trigger.dev, including product pages, documentation, and the pricing page. The evidence catalog includes 180+ entries, with static and browser rendering rendering. External proof search was enabled but only verified the existence of linked results; no external review content was collected. Pricing data was owner-reviewed and read from the pricing page on 2026-10-22. Limitations: some sections rely on marketing pages, and customer testimonials are not attributed to named companies.
- Official Websitehttps://trigger.dev/Verified
- Official Websitehttps://trigger.dev/productVerified
- Official Websitehttps://trigger.dev/product/realtimeVerified
- Official Websitehttps://trigger.dev/product/ai-agentsVerified
- Documentationhttps://trigger.dev/docs/runsVerified
- Pricing Pagehttps://trigger.dev/pricingVerified
- Pricing Pagehttps://trigger.dev/changelog/billing-alertsVerified
- Pricing Pagehttps://trigger.dev/changelog/billing-limitsVerified
- Pricing Pagehttps://trigger.dev/changelog/concurrency-plan-increasesVerified
- Official Websitehttps://trigger.dev/product/concurrency-and-queuesVerified
- Official Websitehttps://trigger.dev/product/observability-and-monitoringVerified
- Official Websitehttps://trigger.dev/product/scheduled-tasksVerified
- Documentationhttps://trigger.dev/blog/v3-developer-preview-launchVerified
- Documentationhttps://trigger.dev/changelog/github-integrationVerified
- Documentationhttps://trigger.dev/changelog/infisical-integrationVerified
- Review Sitehttps://www.producthunt.com/products/trigger-dev/reviewsVerified
- Articlehttps://www.plushcap.com/content/trigger-dev/blog/trigger-dev-powering-calcoms-core-booking-engine-with-ai-scans-calendar-syncs-and-durable-async-fan-out-tasksVerified
- Articlehttps://news.ycombinator.com/item?id=34610686Verified
- Review Sitehttps://www.danielsetzermann.com/why-i-moved-from-n8n-to-trigger-dev-and-why-you-might-too/Verified
- Articlehttps://ai-industry-reviews.com/reviews/trigger-dev/Verified
- Articlehttps://news.ycombinator.com/item?id=37750763Verified
- Review Sitehttps://www.promptstoproduct.com/trigger-dev-reviewVerified
- Review Sitehttps://doolpa.com/article/trigger-devVerified
- Articlehttps://news.ycombinator.com/item?id=45251283Verified
- Review Sitehttps://rightaichoice.com/tools/trigger-devVerified