AI Visibility Scorecard
winfunc.com · Technology
Borderline visible. AI engines can read winfunc, but E-E-A-T Signals, Backlinks and Domain Authority are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 11 times
Claude · Meta AI · Apple Intelligence · Parallel
Top 10% in Technology for AI visibility
74
AI Naming Predictability
iNamed occasionally · 74/100
Technology average 28
Top 5% of Technology
See what's behind this score →4.18
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →80
Muse Index Score
iAI agent readiness
Transactable · 80/100
Technology average 17
See what's behind this score →12
from our crawl and measurement
winfunc operates out of San Francisco, CA in the Technology space. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 4.18 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 11 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.18/10, winfunc is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
What languages does winfunc support?
Winfunc adopts a combination of on-the-fly generated tree-sitter queries, plug-and-play language servers (LSP), and LLM-powered analysis for ingesting codebase context with 100% accuracy. The team has worked on the problem of "codebase comprehension" for more than a year. Winfunc supports all major programming languages, including Haskell, Elixir, Clojure, Lua, and niche languages like Arc.
How does winfunc guarantee zero false positives?
Traditional scanners rely on regex or shallow AST matching, leading to noise. Winfunc uses a formal verification engine that mathematically proves the existence of a vulnerability. For every finding, we generate an executable Proof-of-Concept (PoC) script that reproduces the exploit in your specific environment. If we can't exploit it, we don't report it.
Can winfunc find business logic bugs?
Yes. Unlike SAST tools that look for generic patterns like SQLi or XSS, winfunc builds a semantic map of your application's business flow. It understands roles, permissions, and financial transactions, allowing it to identify logical flaws such as unauthorized fund transfers, price manipulation, or race conditions like TOCTOU.
How is this different from a human pentest?
Speed and coverage. A human pentest takes weeks and captures a snapshot in time. Winfunc runs continuously on every commit and PR, providing the depth of a senior security engineer's audit in minutes. While humans excel at creative intuition, winfunc scales that intuition across your entire codebase instantly.
Do you have SOC 2 certification?
Yes, we are SOC 2 certified. You can view our security posture and compliance details at our Trust Center.
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/winfunc
Cite this score: Engagemii (2026). "AEO Score for winfunc." Retrieved from https://engagemii.com/aeo/brands/winfunc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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