AI Visibility Scorecard
Manyfast Inc
manyfast.io · Technology
Borderline visible. AI bots can crawl Manyfast Inc, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 9 times
Meta AI · Claude · Apple Intelligence · ShapBot
#1,299,242 of 2,705,697 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 9% of Technology companies
4
AEO Visibility
iBorderline · 4/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Manyfast Inc
from our crawl and measurement
"PRD, 기능명세서, 유저플로우, 와이어프레임을 한곳에서 씁니다. 도구마다 흩어지지 않고, 팀이 함께 검토하고 결정하는 워크스페이스." That is how Manyfast introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
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 4/10, Manyfast Inc is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
궁금한 점들이 더 있나요?
Q.기획 경험이 없는 비전문가도 쉽게 사용할 수 있나요?네, 괜찮습니다. 매니패스트는 비기획자, 비개발자도 프롬프트 챗봇과 대화하며 PRD, 기능명세서, 유저플로우, 와이어프레임까지 순서대로 만들어갈 수 있습니다. IT 기획자뿐 아니라 디자이너, 개발자, 스타트업 창업자, 프리랜서 등 제품을 만드는 누구나 바로 시작할 수 있습니다.Q.AI가 만든 결과물은 얼마나 정확한가요?매니패스트의 AI는 PRD, 기능명세서, 유저플로우 등 기획 문서의 구조 안에서 입력된 정보를 토대로 내용을 정리하고 채워줍니다. AI에게 목적, 타겟, 핵심 기능 등을 구체적으로 입력할수록 더 정확하고 완성도 높은 초안을 얻을 수 있습니다.Q.내 기획 데이터가 AI 학습에 사용되나요?매니패스트에서 작성한 내용은 기본적으로 학습에 일절 사용되지 않습니다.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Manyfast Inc.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/manyfast-io
Cite this score: Engagemii (2026). "AEO Score for Manyfast Inc." Retrieved from https://engagemii.com/aeo/brands/manyfast-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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