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AI Visibility Scorecard
Sifflet: The Control Plane for Data and AI
siffletdata.com · Technology
Somewhat visible. AI bots can read Sifflet: The Control Plane for Data and AI, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI · Apple Intelligence
#70,679 of 2,623,115 in Technology for AI visibility
6.6
/10
AEO Score
About Sifflet: The Control Plane for Data and AI
from our crawl and measurement
Sifflet: The Control Plane for Data and AI, based in Paris, describes itself simply: "Sifflet is the control plane for Data and AI. It catches data issues before they reach the business, traces them to their root cause, and helps teams fix them fast, so the data behind." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, SoftwareApplication, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.6/10, Sifflet: The Control Plane for Data and AI has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Sifflet: The Control Plane for Data and AI
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/siffletdata
Cite this score: Engagemii (2026). "AEO Score for Sifflet: The Control Plane for Data and AI." Retrieved from https://engagemii.com/aeo/brands/siffletdata
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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