AI Visibility Scorecard
Towards Data Science
towardsdatascience.com · Technology
Somewhat visible. AI bots can read Towards Data Science, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 15 times
ChatGPT · Meta AI · Amazon Alexa · Claude
#8,784 of 2,705,713 in Technology for AI visibility
7
AEO Visibility
iVisible · 7/10
20
Muse Index Score
iAI agent readiness
Agent-ready · 20/100
6
AI Adoption
iBasic · 6/100
About Towards Data Science
from our crawl and measurement
Towards Data Science is a business whose own site puts it this way: "Your home for data science and AI. The world’s leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.0 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 7 times in our tracking, including PerplexityBot, OAI-SearchBot (OpenAI) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
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
Good
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 7/10, Towards Data Science has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Decode the Temperature Parameter in LLMs?
Large Language Models How statistical physics explains the transition from deterministic predictions to generative AI. Spyros Georgopoulos Jul 30 11 min read
How Much of a Data Science Workflow Can Run on a GPU Today? Part 1: Accelerating Data Preparation?
Data Engineering Exploring GPU acceleration with cuDF, cudf.pandas, and the Polars GPU Engine Parul Pandey Jul 21 13 min read
Analog AI Is Back, But Can It Survive Its Own Noise?
Artificial Intelligence AI’s energy crisis is reviving an old idea: computing with physics instead of digital logic.… Ferran Alia Jul 17 11 min read
How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon?
Large Language Models Five models, sustained generation, real wall-socket energy at $0.31/kWh — and the surprise the RTX-3090… Justin Stewart Jul 28 12 min read
Is this your brand?
The exact fixes for Towards Data Science
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Towards Data Science.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/towardsdatascience
Cite this score: Engagemii (2026). "AEO Score for Towards Data Science." Retrieved from https://engagemii.com/aeo/brands/towardsdatascience
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform