AI Visibility Scorecard
Welcome to the Software Inklings
softwareinklings.com · Technology
Borderline visible. AI bots can crawl Welcome to the Software Inklings, 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 5 times
Claude · ChatGPT · Apple Intelligence
#1,688,405 of 2,704,098 in Technology for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Technology average 28
Top 88% of Technology
See what's behind this score →3.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Technology average 17
See what's behind this score →0
About Welcome to the Software Inklings
from our crawl and measurement
Welcome to the Software Inklings describes itself simply: "We believe that the more software is read, written and written about, the further the craft of software development can progress." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Under the hood there is structured data on the page (WebSite, LocalBusiness) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
- Company ·
- Welcome to the Software Inklings
- Website ·
- softwareinklings.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
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 read your site and name it in answers. At 3.6/10, Welcome to the Software Inklings is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who are the Software Inklings?
We believe that the more software is read, written and written about, the further the craft of software development can progress.
Is this your brand?
The exact fixes for Welcome to the Software Inklings
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Welcome to the Software Inklings.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/softwareinklings
Cite this score: Engagemii (2026). "AEO Score for Welcome to the Software Inklings." Retrieved from https://engagemii.com/aeo/brands/softwareinklings
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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