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AI Readiness Report
0out of 100

trigger.dev

Needs Work9 fixable issuesTop 35% in AI/MLAvg: 68/100

Your site needs optimization for AI search engines. We found 9 fixable issues.

Revenue IndexModerate
56%2.37 / 4.27
AI VisibilityStrong
77%3.29× / 4.27×
Answer ReadinessModerate
50%0.5 / 1.0
Score Breakdown
AI Bot Access
20/20
Content Structure
20/20
Structured Data
3/15
Meta & Technical
9/15
AI Readability
5/10
Image Alt Text
5/5
Sitemap
5/5
Content Freshness
5/10
What If You Improved?
$
Add more schema types
Strengthen content & links
9

fixable issues blocking your AI visibility

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What AI Sees

How AI Reads Your Page

Your visitors see a polished interactive page. AI crawlers skip all of that — they see only raw extracted text.

Human Visitor Sees
  • Navigation & hero imagery
  • Animations & interactions
  • CTAs & styled elements
  • JavaScript-rendered content
AI Crawler Sees
  • Raw HTML text only
  • No scripts, styles, or nav
  • No header or footer
  • ~1942 extractable words
extracted-content.txt1942 words

Announcing our $16M Series A Build and deploy fully‑managed AI agents and workflows Trigger.dev is the platform for building AI workflows in TypeScript.

Long-running tasks with retries, queues, observability, and elastic scaling.

Start building now 14.0k | Open source AI agents Media processing Media generation Human in the loop Streaming Run Python Marketing Browser automation Scheduled tasks Concurrency Retries Semantic search Email sequences // AI agent with tool calling - works with any model export const researchAgent = task ( { id : "research-agent" , run : async ( { topic } : { topic : string } ) => { const messages : CoreMessage [ ] = [ { role : "user" , content : ` Research: ${ topic } ` } , ] ; for ( let i = 0 ; i < 10 ; i ++ ) { const { text , toolCalls , steps } = await generateText ( { model : anthropic ( "claude-opus-4-20250514" ) , system : "You are a research assistant with web access." , messages , tools : { search , browse , analyze } , maxSteps : 5 , } ) ; if ( ! toolCalls . length ) { return { summary : text , stepsUsed : steps . length } ; } for ( const call of toolCalls ) { const result = await executeTool ( call ) ; messages . push ( { role : "tool" , content : result } ) ; } } } , } ) ; Build production-ready AI agents with tool calling, automatic retries, and full observability.

Use existing Node.js SDKs and code from your repo.

Learn about AI agents Trusted by developers at companies all over the world How it works Play Replay Full screen Write tasks in your Trigger folder Build invincible AI apps Offload any long-running async AI tasks to our infrastructure.

Create AI agents with human-in-the-loop functionality and stream responses directly to your frontend.

AI agents overview Autonomous agent AI agents that can use judgement to perform complex open-ended tasks.

View example Prompt chaining Chain AI prompts together to create multi-stage processing flows.

View example Routing Smart distribution of tasks to specialized AI models based on content analysis.

View example Parallelization Concurrent execution of multiple AI tasks for simultaneous processing and analysis.

View example Orchestrator Coordinate multiple AI agents to achieve complex objectives.

View example Evaluator-optimizer Iterative feedback system that continuously evaluates and refines AI outputs.

View example Deploy and scale to any size No timeouts Write simple, reliable code and never hit a timeout.

Pay for what you use Only pay when your code is actually executing.

No servers to manage We deploy your tasks and handle scaling for you.

Find and fix bugs fast Alerts for errors Get notified via email, Slack or webhooks when your tasks or deployments fail.

Advanced filtering Find runs fast using advanced filtering options, then apply bulk actions to multiple tasks at once.

Versioning Each deploy is an atomic version ensuring started tasks are not affected by code changes.

Bring your tasks to the foreground Trigger.dev Realtime Display the status of your tasks anywhere in your app Show the run status (in progress, completed, failed) and metadata to provide real-time, contextual information for your users as your tasks progress.

Realtime docs Update your UI in real-time with the run status Realtime streams Stream LLM responses from your runs to your users Forward streams from any provider through our Realtime API.

Build AI agents with tools and context from your runs.

Realtime streams docs Pipe streams to your frontend from your runs True runtime freedom for developers Unlike restricted runtimes, Trigger.dev lets you freely customize every aspect of your build process, resulting bundle, and final container image.

Python Execute Python scripts with automatic package installation through requirements.txt Learn more Prisma Copy files to the build directory, generate the Prisma client, migrate databases, and more.

Learn more Puppeteer Automate browser capabilities and control web pages.

Learn more esbuild Add custom esbuild plugins to your build process.

Learn more FFmpeg Add FFmpeg binaries to your project during build time, enabling video manipulation tasks.

Learn more apt-get Easily install any system packages you need, from libreoffice to git Learn more additionalPackages Add additional packages which aren't automatically included via imports.

Learn more audioWaveform Produce visual renderings of audio using waveform data.

Learn more Custom build extensions Integrate custom tooling and project-specific requirements directly into your build pipeline.

Get started All the tools you need to ship View all features Development Write tasks in regular code Durable cron schedules Trigger.dev Realtime React hooks MCP Server Python support Max duration Batch triggering Structured inputs / outputs Waits Wait for HTTP callback Preview branches Production Multi-region workers Static IPs Concurrency & queues Wait for token (human-in-the-loop) Multiple environments Elastic infrastructure Automatic retries Build extensions Checkpointing V

Scripts, styles, navigation, header & footer stripped before extraction.

Content Quality

Content Structure

20/20

AI engines prefer clear heading hierarchies and substantial content.

H1 Tags
1
Target: >= 1
H2 Tags
10
Target: >= 3
Word Count
1942
Target: >= 800
Hierarchy
Correct
Target: H1 before H2

AI Readability

5/10

How easily AI can parse and extract clean answers from your content.

Content Ratio
5%
Target: >40%
Fix: Reduce inline CSS/JS or add more text to improve text-to-HTML ratio.
Page Size
431 KB
Target: <1MB
Words (no JS)
1942
Extractable words

Filler Phrases & Links

AI engines are trained to ignore generic marketing language.

2 phrases found that AI engines commonly disregard.

Game-changerEmpower
Internal Links
146
Pages linked within your site
External Links
35
Outbound citations
Filler Phrases
2
Detected in body text
Crawlability

AI Bot Access

20/20

Blocked bots can't index or cite your content.

GPTBot· ChatGPT
Allowed
ClaudeBot· Claude
Allowed
PerplexityBot· Perplexity
Allowed
Google-Extended· Gemini
Allowed
CCBot· Common Crawl
Allowed

Schema & Structured Data

3/15

JSON-LD schema markup helps AI engines understand who you are.

OrganizationMissing
Fix: Add Organization JSON-LD markup in your page's <head> section.
WebSiteMissing
Fix: Add WebSite JSON-LD markup in your page's <head> section.
ArticleMissing
Fix: Add Article JSON-LD markup in your page's <head> section.
FAQPageMissing
Fix: Add FAQPage JSON-LD markup in your page's <head> section.
BreadcrumbListMissing
Fix: Add BreadcrumbList JSON-LD markup in your page's <head> section.
Sitemap
Found
sitemap.xml found
5/5 pts
Image Alt Text
100%
93 of 93 images have alt text
5/5 pts
Technical SEO

Meta & Technical

9/15

Core technical signals that affect how AI engines index and trust your site.

Title
101 chars (30-70)Fail
Fix: Write a title tag between 30-70 characters with primary keywords.
Meta Description
157 chars (50-160)Pass
Open Graph Tags
MissingFail
Fix: Add og:title, og:description, and og:image meta tags.
Canonical URL
PresentPass
HTTPS
SecurePass

Content Freshness

5/10

AI engines prefer recently updated content.

Schema dateModified
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
Copyright year
2026Fresh
Last-Modified header
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
AI Intelligence

AI Content Analysis

Questions AI engines can answer from your content, and content opportunities.

Questions Answered
What is Trigger.dev?
How does Trigger.dev help in building AI workflows?
What features does Trigger.dev offer for AI agents?
How can I deploy and scale my AI applications using Trigger.dev?
What are the pricing options for Trigger.dev?
Content Opportunities
How does Trigger.dev ensure task reliability?
What are the benefits of using TypeScript for AI workflows?
Can I self-host Trigger.dev, and how?
What integrations does Trigger.dev support?
How does Trigger.dev handle error notifications?
5 answered / 5 opportunities
Simulated AI Citation

What an AI engine would extract and cite from this page.

Trigger.dev is the open source platform for building AI workflows in TypeScript.
Top Prompts for Your Brand

Questions real users are typing into AI assistants about your type of product or service.

1
What tools can I use to automate AI workflows?
2
How do I build AI agents for my application?
3
What are the best practices for deploying AI applications?
4
How can I monitor my AI tasks in real-time?
5
What features should I look for in an AI workflow platform?
AI Revenue Potential
AI Visibility
77%Strong
How likely AI engines are to find, understand, and cite your content.
Heading Structure
100%
Clean H1→H2→H3 nesting helps AI parse your page
Structured Data
0%
Schema markup tells AI what your content IS
Content Authority
50%
Depth, external links, and content quality signals
Answer Readiness
50%Moderate
Can AI engines easily extract and quote answers from your page?
FAQ schema markup
3+ subheadings (H2)
Open Graph tags
Meta description
Competitive Landscape

Who AI Recommends Instead

When someone asks ChatGPT for your category, these brands appear.

#1 Competitor ACited
#2 Competitor BCited
#3 Competitor CCited
#4 Competitor DCited
#5 Competitor ECited

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