AI Visibility Scorecard
Coding and Software Development - Welcome Section
codingfish.com · Technology
Borderline visible. AI bots can crawl Coding and Software Development - Welcome Section, 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 2 times
Claude
#1,975,610 of 2,707,329 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Coding and Software Development - Welcome Section
from our crawl and measurement
Coding and Software Development describes itself simply: "Are you a software developer or want to become one? Feel free to learn from and exchange thoughts with others who share your interest, or simply browse here." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found structured data on the page (WebSite, CollectionPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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.
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 3.8/10, Coding and Software Development - Welcome Section is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Software Development?
Posted byMikeJuly 17, 2022 Software development is creating computer programs for specific functions, e.g., data security. The process involves several steps, including concept development, designing, programming, documenting, testing, and bug fixing, before they are patched to users.
Is this your brand?
The exact fixes for Coding and Software Development - Welcome Section
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codingfish
Cite this score: Engagemii (2026). "AEO Score for Coding and Software Development - Welcome Section." Retrieved from https://engagemii.com/aeo/brands/codingfish
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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