AI Visibility Scorecard
PIVtools
pivtools.com · Technology
Borderline visible. AI bots can crawl PIVtools, 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 1 times
Claude
#1,864,199 of 2,705,685 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About PIVtools
from our crawl and measurement
PIVtools describes itself simply: "PIVtools is a Python-based 2D planar and stereo PIV processing code, accelerated with C extensions for superior performance." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
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
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 4/10, PIVtools is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why PIVtools?
Everything you need for professional PIV analysis in one unified, accessible platform.Open SourceGPLv3 licensed with a fully transparent codebase. Extend, modify, and contribute to the community.Powerful GUIFull-featured interface with real-time preview, interactive masking, and instant parameter feedback. No command line required.Scalable ProcessingBuilt on Dask for seamless scaling from laptop to HPC cluster.
Is this your brand?
The exact fixes for PIVtools
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for PIVtools.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pivtools
Cite this score: Engagemii (2026). "AEO Score for PIVtools." Retrieved from https://engagemii.com/aeo/brands/pivtools
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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