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trigger.dev
WINTER 2023

trigger.dev

Moderate AI visibility with 34 of 48 criteria passing. Biggest gap: rss/atom feed.

Developer Tools & InfrastructureDeveloper Platforms
52/100
D
Citation Avg
Coherence gate active - score capped at 55
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
8/10
Trust & Authority
~15% weight
7/10
Technical Foundation
~10% weight
7/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 52/100 - multiple areas need attention. Key strengths include llms.txt File, Q&A Content Format, and robots.txt for AI Crawlers. Priority gaps: RSS/Atom Feed, Speakable Schema, and Comprehensive FAQ Section. Topic coherence is 4/10, which caps the overall score at 55. Focusing content on core expertise areas is the single highest-impact improvement.

How to Improve

Current
52/100
Projected
76/100
36Total Fixes
4Quick Wins
~80hEst. Effort
Quick Wins
Add ai.txt and content licensingImprove query-answer alignmentImprove citation-ready writing qualityImprove server response efficiency
Create complete sitemap.xml
medium|low
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Reduce document weight
medium|low
Fix HTML structure and meta tags
low|low
Reduce render-blocking resources
low|low

Top Opportunities10

Ensure blog content consistently covers your core expertise areas rather than scattering across unrelated topics. AI engines build authority models - a site about "Medicare coverage" that also publishes about humidifiers and groceries dilutes its topical authority.

Create a dedicated FAQ page with FAQPage schema markup. Cover common questions about your products, services, and industry to become a direct answer source for AI engines.

Expand articles to 1000+ words with structured H2/H3 sections, comparison tables, and expert analysis. Thin content (under 300 words) is rarely cited by AI engines. Deep, well-structured articles demonstrate expertise.

Place a concise 40-80 word answer block in the first 300 words of each page. Avoid throat-clearing openers like "In this article..." and lead with the answer.

Write 20-25 word self-contained answer sentences immediately after each H2 heading. 72.4% of AI-cited posts use this pattern - it gives engines a ready-made snippet to quote.

Add inline citations to external sources, "According to [Source]..." attribution phrases, and a Sources section at the end of key articles.

Write self-contained definition sentences and single-claim statements that AI engines can quote directly. Avoid pronouns like "this" or "that" at the start of answer paragraphs.

Show direct use, testing, implementation, or lived experience with concrete observations, examples, screenshots, and lessons learned.

Establish a regular content publishing cadence with dated entries in your sitemap. Consistent publishing signals to AI engines that your site is an active, current information source.

Ensure every question-format heading (H2/H3) is followed by a direct answer paragraph. This pattern is ideal for AI engine snippet extraction.

Fix It With AI37

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Every day without action is traffic your site loses to AI-ready competitors. We fix that.

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Site Pages

trigger.dev/customers/papermark-customer-storyD42
Real-time PDF conversion with Trigger.dev: Papermark's success story | Trigger.dev
trigger.dev/customers/numi-customer-storyD44
How NUMI uses Trigger.dev to build resilient systems | Trigger.dev

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