AI Visibility Scorecard
Flede Manual
flede.ru · Media & Entertainment
At 1.15/10, Flede Manual is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
<1
AI Naming Predictability
iRarely named · <1/100
Media & Entertainment average 17
See what's behind this score →1.15
AEO Visibility
iNear-invisible · 1.15/10
Media & Entertainment average 1.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Media & Entertainment average 15
See what's behind this score →0
About Flede Manual
from our crawl and measurement
"Flede 0.73 Manual Overview Flede (Flexible data editor) is a free open source content management system." That is how Flede Manual introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.15 out of 10.
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 read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Flede Manual
- Website ·
- flede.ru
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
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
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.15/10, Flede Manual is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why you need Flede?
As Flede may be useful in many different situations we list only most common here: You want to create a website or information system with you own data structure. You have a website with mysql database, but you don't have appropriate administration interface. You wish to extend data structure of existing website without hand-writing administration interface.
What is good about Flede?
Flede is flexible and lightweight solution. It requires PHP and MySQL, need only three tables for own data structure. It can be added to almost any website as alternative administration interface. Flede doesn't put any limitation on the information model. The only requirement is that all Flede-managed database tables should have unique id field.
What Flede does not provide?
Flede doesn't provide page generation mechanism. As long as you have structured data and management interface, you may use any php or other language scripts to generate web pages. Flede doesn't provide complete database administration mechanism (like PhpMyAdmin does). It does't provide table creation, database backup and other tools.
How to get Flede?
You may download the latest version from SourceForge.net: http://sourceforge.net/projects/flede/
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/flede-ru
Cite this score: Engagemii (2026). "AEO Score for Flede Manual." Retrieved from https://engagemii.com/aeo/brands/flede-ru
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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