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AI Visibility Scorecard
Sionna Therapeutics
sionnatx.com · Healthcare
Somewhat visible. AI bots can read Sionna Therapeutics, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI
#9,909 of 856,999 in Healthcare for AI visibility
7
AEO Visibility
iVisible · 6.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Sionna Therapeutics
from our crawl and measurement
"Our goal is to deliver differentiated medicines for people living with CF that can restore CFTR function to as close to normal as possible by directly stabilizing CFTR’s nucleotide-binding." That is how Sionna Therapeutics of Waltham, MA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
5
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.5/10, Sionna Therapeutics has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Sionna Therapeutics
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sionnatx
Cite this score: Engagemii (2026). "AEO Score for Sionna Therapeutics." Retrieved from https://engagemii.com/aeo/brands/sionnatx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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