AI Visibility Scorecard
communitysift.com · Technology
Somewhat visible. AI bots can read Microsoft Game Dev, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Claude · Meta AI · ShapBot
#181,486 of 2,707,521 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
10
AI Adoption
iBasic · 10/100
from our crawl and measurement
Microsoft Game Dev describes itself simply: "Community Sift will reduce costs, increase retention, and safeguard your moderators, allowing you to focus on nurturing positive engagement within your community." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 5.9/10, Microsoft Game Dev has a working base to build on - fixable, and the signals above are where to start.
Why Community Sift?
The only holistic platform created by community builders for community builders. We believe everyone should be able to engage online without fear of harassment or abuse. Every day we work to make that a reality.
What is Community Sift?
Community Sift is an AI-powered content moderation platform that combines the best of both worlds: artificial intelligence and human expertise. It is trusted by companies and communities of all sizes to classify, filter, and escalate user-generated content in real-time. By using Community Sift, businesses can enhance online safety, improve user experiences, and focus on growth and innovation.
What forms of content does Community Sift classify?
Community Sift classifies user-generated content such as text, images, videos, and usernames, as well as any reported content, in real-time.
Does Community Sift offer real-time moderation capabilities?
Yes, the text classification capabilities offered by Community Sift meet the extremely low latency thresholds required for pro-active content moderation. Without any disruption in the flow of user conversations, every message can be scanned for harmful content and accepted or rejected based on your community’s unique guidelines, and harmful content can be removed before it is ever seen by any user.
Can Community Sift be customized to fit our specific needs?
Yes, Community Sift offers a range of customization options, allowing you to tailor the moderation rules, filters, and prompts to reflect the unique requirements and standards of your community.
Is this your brand?
The exact fixes for Microsoft Game Dev
Which AI engines already crawl you
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/communitysift
Cite this score: Engagemii (2026). "AEO Score for Microsoft Game Dev." Retrieved from https://engagemii.com/aeo/brands/communitysift
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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