AI Visibility Scorecard
zenable.io · Technology
Borderline visible. AI bots can crawl Zenable, 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 9 times
Claude · Meta AI · Apple Intelligence · ShapBot
#549,480 of 2,706,083 in Technology for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
More likely to be named than 89% of Technology companies
5
AEO Visibility
iBorderline · 4.7/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
Zenable is a business whose own site puts it this way: "AI Guardrails that prevent AI-created security vulnerabilities. Spec-driven development with continuous improvement and observability." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
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
Strong
Sitemaps and entity links AI can follow.
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.
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 4.7/10, Zenable is crawlable but under-signaled - fixable, and the signals above are where to start.
If I use your software, will you train or fine-tune models using my code?
No. Regardless of if you're on a free or paid tier, we do not train or fine-tune using our user's code. To learn more, see our Terms.
Why Choose Zenable?
Well, there's quite a few reasons: * Enterprise oversight: Complex requirements, audit readiness, and due diligence, all in one place. * Built around your standards: Automatically learn from your code and docs, or build a safe baseline using the Zenable marketplace. * The right context, up front: Don't make developers waste hours writing and copy-pasting prompts. We ensure your agents get the right information and avoid context rot. * Lightning-fast guardrails: Static analysis & agents work together to get the best of both worlds. * Sharper over time: Telemetry shows what's working and what is
Which Zenable tools should I start with?
The best way to get started is to get signed up and go through our onboarding steps. That should get you everything you need; we pride ourselves on integrations with version control systems, IDEs, our CLI tool, git hook integrations, and more. But not everybody needs everything, and that's what the onboarding process will nail down.
How’s your security?
Zenable has been built from the ground-up with modern software development and security practices. We employ a series of security controls to ensure your data is safe; for more details see our Security page or you can reach out with any specific questions.
How do I get started?
First, we recommend setting up a free (no credit card required) trial of our Pro tier. That'll get you access to all of our integration points to kick the tires. From there, if you find what we have interesting you can look at rolling it out for your team via our Pro or Enterprise tiers. If you'd like to just keep using it individually, you're welcome to continue via our Free tier which includes daily usage of PR code review, IDE integrations, our CLI, and more - 100% free. To get more details about how those tiers differ, see our comparison table or Plans & Usage pages.
What are the usage limits?
Each plan has limits on Pull Request reviews and Agentic Code Reviews. PR review limits are per account, while Agentic Code Review limits are per seat. Agentic Code Reviews are AI-powered reviews via the CLI, MCP server, or API. Free accounts get 25 PR reviews/day and 100 agentic reviews/day. Professional plans include 200 PR reviews/day and 1,000 agentic reviews/day. Enterprise plans offer negotiable PR limits and 10,000 agentic reviews/day. We reserve the right to limit abuse in line with our Terms and Conditions. See the comparison table or Plans & Usage for full details.
Is this just all AI?
This question used to be titled "Are you really using AI or is it just a buzzword?" - but we think we're past that now. Zenable's approach is that using AI to review and improve software is extremely useful, but it's only a part of the solution. Deterministic guardrails are critical to give 100% certainty of findings and outputs given the same input, as well as strong audit evidence and logs to support high assurance environments. We also believe that Observability - the ability to measure, monitor, and evaluate systems based on telemetry - is necessary in order to know that you're focusing on
Is this your brand?
The exact fixes for Zenable
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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.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/zenable-io
Cite this score: Engagemii (2026). "AEO Score for Zenable." Retrieved from https://engagemii.com/aeo/brands/zenable-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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