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AI Visibility Scorecard
zenable.io · Technology
Somewhat visible. AI bots can read Zenable, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence · Meta AI
#87,871 of 2,636,927 in Technology for AI visibility
6.5
/10
AEO Score
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 it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
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).
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.5/10, Zenable has a working base to build on - 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
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Zenable.
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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