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AI Visibility Scorecard

Wardstone

Wardstone

Unclaimed

wardstone.ai · Technology

Borderline visible. AI bots can crawl Wardstone, 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 8 times

Meta AI · Apple Intelligence · Claude

#920,838 of 2,661,053 in Technology for AI visibility

5

AEO Visibility

i

Borderline · 4.9/10

90

Muse Index Score

i

AI agent readiness

Transactable · 90/100

8

AI Adoption

i

Basic · 8/100

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About Wardstone

from our crawl and measurement

"Wardstone is an LLM security platform that provides AI guardrails for prompt injection detection, content moderation, and data leakage prevention via a single API." That is how Wardstone introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 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).

Industry · Technology
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

8

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

7

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

1

Forum and community discussion.

Social Mentions

0

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 4.9/10, Wardstone is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What types of threats does Wardstone detect?

Wardstone detects four categories of threats: prompt attacks (jailbreaks, injections), harmful content (violence, hate speech, sexual content), data leakage (PII like SSNs, credit cards, emails), and unknown links (suspicious URLs not on our allowlist). All categories are evaluated in a single API call.

How fast is the API response time?

Our P95 latency is Sub-30ms. Wardstone uses optimized ONNX inference that runs on CPU, so you don't need specialized hardware. This makes it fast enough to run synchronously in your request pipeline without noticeable delay to end users.

Does Wardstone work with any LLM provider?

Yes, Wardstone is completely model-agnostic. It works with OpenAI, Anthropic, Google, Meta, Mistral, and any other LLM provider. Since we analyze text content rather than model internals, you can use us with any AI system.

What's included in the free tier?

The free tier includes 10,000 API calls per month, access to all four detection categories, playground access for testing, and community support. No credit card required to start.

How does pricing work for overages?

On the Business plan, overages are billed at $0.50 per 1,000 additional API calls. There are no surprise charges: you can set usage alerts and hard limits in your dashboard. Enterprise customers get custom volume pricing.

Can I use Wardstone for both input and output scanning?

Absolutely. Wardstone provides bidirectional protection. Scan user inputs before they reach your LLM to block attacks and injections, then scan model outputs before delivery to catch harmful content or data leakage.

Is there an on-premise deployment option?

Yes, on-premise deployment is available for Enterprise customers. This includes the full Guard model, custom SLAs, and dedicated support for integration. Contact our sales team to discuss your requirements.

How do I integrate Wardstone into my application?

Integration takes minutes. We offer a REST API and SDKs for popular languages. Call POST /api/detect with your text and read flagged, risk_bands, and primary_category in the response. Paid plans can optionally include raw model scores.

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Picked for Wardstone: How-To

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.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/wardstone-ai

Cite this score: Engagemii (2026). "AEO Score for Wardstone." Retrieved from https://engagemii.com/aeo/brands/wardstone-ai

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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