AI Visibility Scorecard
friendlywire.com · Technology
Somewhat visible. AI bots can read FriendlyWire, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude
#181,337 of 2,705,353 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"FriendlyWire.com beginner-friendly electronics tutorials and projects [[slogan]] blog articles tutorials projects Recreating a retro flashing Christmas star December 20, 2025 • project When." That is how FriendlyWire 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.
On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. What holds it back is a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
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.
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, FriendlyWire has a working base to build on - fixable, and the signals above are where to start.
How to flash a PIC microcontroller in 2025: PICKit3 or MPLAB Snap?
September 6, 2025 • tutorial The newest MPLAB software no longer supports the PICkit3.
How to build a better binary clock?
November 18, 2022 • project We do a lot of tutorials here, but in this project we stop and put it all together by building a special type of clock: a binary clock. It uses WS2812 NeoPixel LEDs to display the time, a rotary encoder to adjust it, and the DS1302 real-time clock IC to keep the time, even if the power cuts out.
How to use rotary encoders?
May 27, 2023 • tutorial Rotary encoders everywhere: in your car's radio, on your bench power supply or oscilloscope, or in the scroll wheel of your mouse. So let's take a closer look at incremental rotary encoders with a built-in pushbutton, look at how they work, and how you can use them in your electronics projects! Keep reading.
How to get source code on a PIC microcontroller?
November 6, 2021 • tutorial Say you have found a PIC microcontroller project that you really like. Because it uses a microcontroller it comes with source code that tells the microcontroller what to do.
How to use light-dependent resistors (LDRs) with microcontrollers?
January 13, 2020 • tutorial Microcontrollers show their true potential when we connect them with sensors providing the microcontroller with information about the real world. In this tutorial we will learn how to connect a simple light-dependent resistor (LDR) to a PIC microcontroller that allows us to have the controller react to the ambient brightness. Keep reading.
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The exact fixes for FriendlyWire
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/friendlywire
Cite this score: Engagemii (2026). "AEO Score for FriendlyWire." Retrieved from https://engagemii.com/aeo/brands/friendlywire
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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