AI search visibility report · 2026-10-22
How AI assistants see autogen-ai.com
autogen-ai.com has an AI visibility score of 62/100. The site passed 24 of 34 tests. Its strongest areas are Schema.org Markup and Citation & Source Quality. The areas to improve are Content Freshness and Authority & Trust Signals.
How ChatGPT, Claude and Perplexity read autogen-ai.com
Readability60/100
Result: average. 3 of 4 tests passed.
Sentence length is good, but the technical complexity results in a low Flesch Reading Ease score.
Schema.org Markup88/100
Result: strong. 5 of 5 tests passed.
Valid JSON-LD present with core schemas, though content-specific properties could be more complete.
Authority & Trust Signals40/100
Result: weak. 2 of 5 tests passed.
Strong social proof and trust pages, but lacks author credentials and physical contact details.
Citation & Source Quality86/100
Result: strong. 4 of 4 tests passed.
Excellent use of outbound links to authoritative research papers and primary sources.
Content Freshness0/100
Result: weak. 0 of 4 tests passed.
Complete lack of date signals prevents LLMs from determining content recency.
Content Structure76/100
Result: average. 4 of 4 tests passed.
Solid heading hierarchy and semantic organization, though paragraph flow is slightly fragmented.
Entity Definition55/100
Result: weak. 2 of 4 tests passed.
Consistent branding and term definitions, but lacks a dedicated about page and author bios.
Technical Accessibility83/100
Result: strong. 4 of 4 tests passed.
Excellent AI crawler access and social meta tags, with minor JS dependencies.
How autogen-ai.com can improve its AI visibility
- Implement Visible Publication Dates (high priority)
- Create a Dedicated About Page (high priority)
- Add Author Identification and Schema (medium priority)
- Expand Contact Information (medium priority)
- Improve Content Readability Scores (low priority)
How autogen-ai.com compares to its competitors
- LangChain (langchain.com) — score 79/100
- CrewAI (crewai.com) — score 54/100
- OpenAI Swarm (openai.com) — score 52/100
- Anthropic (anthropic.com) — score 36/100