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AI Visibility Scorecard
From Data to Production
pythian.com · Technology
Somewhat visible. AI bots can read From Data to Production, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#56,068 of 2,609,994 in Technology for AI visibility
6.7
/10
AEO Score
About From Data to Production
from our crawl and measurement
From Data to Production is a business whose own site puts it this way: "Close the gap between AI investment and business value. Pythian delivers strategy, modernization, and managed services that turn data, analytics, and AI into real-world results." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
5
Forum and community discussion.
0
No Reddit mentions 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 6.7/10, From Data to Production has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for From Data to Production
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/pythian
Cite this score: Engagemii (2026). "AEO Score for From Data to Production." Retrieved from https://engagemii.com/aeo/brands/pythian
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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