AI Visibility Scorecard
Software Testing Weekly
softwaretestingweekly.com · Technology
Somewhat visible. AI bots can read Software Testing Weekly, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Claude · Apple Intelligence · Amazon Alexa
#63,232 of 2,705,581 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
12
AI Adoption
iBasic · 12/100
About Software Testing Weekly
from our crawl and measurement
Software Testing Weekly is a business whose own site puts it this way: "Join 9,200+ testers and subscribe for the best Software Testing news in your inbox. Every week, for free!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 6.4/10, Software Testing Weekly has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Software Testing Weekly
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/softwaretestingweekly
Cite this score: Engagemii (2026). "AEO Score for Software Testing Weekly." Retrieved from https://engagemii.com/aeo/brands/softwaretestingweekly
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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