AgentGrade

AgentGrade scores how well a webpage can be found, read, understood, and cited by AI systems such as ChatGPT, Claude, and Perplexity. It gives a graded report card for a pasted URL, with checks for crawlability, structure, trust, freshness, and AI-ready formatting.

研究工具 AI SEO工具 AI分析助手

訪問網站

What AgentGrade does

AgentGrade is a website audit tool that scores how well a page can be found, read, understood, and cited by AI systems such as ChatGPT, Claude, Perplexity, and Google’s AI Overviews. Users paste a URL and receive a graded report card with an overall score, letter grade, and category breakdown.

The product focuses on AI visibility rather than traditional search ranking. It checks crawlability, semantic structure, answer formatting, citability, trust signals, freshness, AI-native files, and page performance, then weights the results by page type so homepages, articles, landing pages, and API or app pages are judged in context.

Features

Instant visibility score

Grades a pasted URL on a 0-100 scale with an A-F letter grade, so the result is easy to compare at a glance.

Crawlability analysis

Checks whether AI systems can get in by reviewing robots.txt, noindex directives, sitemaps, redirect behavior, and whether the main content is present in server-rendered HTML.

Meaning and structure checks

Evaluates whether the page is understandable to AI by looking at title tags, headings, schema, semantic structure, language, alt text, and labeled form controls.

Answer and citation readiness

Assesses whether the page is formatted in a way that AI can quote or answer from, including direct lead-ins, question headings, lists, tables, FAQ content, and extractable text.

Credibility and recency signals

Surfaces trust and freshness signals such as HTTPS, organization or person schema, about/contact pages, citations, visible dates, and sitemap lastmod entries.

AI-first and performance signals

Includes AI-native checks for emerging signals such as llms.txt, markdown routes, MCP cards, and agent-discovery files, plus a performance category based on real-user Core Web Vitals when available.

Use Cases

Audit AI visibility for a single page
Check whether a homepage, article, landing page, or app page is readable by AI systems before relying on it for discovery or citation.
Validate crawler access and indexability
Review robots.txt, noindex signals, and raw HTML content to understand whether AI crawlers can access the page you want them to see.
Improve content for AI-generated answers
Identify whether a page needs better headings, schema, answer formatting, or extractable text before it is likely to be cited in AI answers.
Benchmark pages by content type
Compare pages of different types using the same methodology, while accounting for page-type weighting in the score.
Prioritize AI visibility fixes
Use the methodology details to understand which signals matter most before making content or technical changes.

Pros and Cons

Pros

Covers multiple AI visibility signals in one report, including crawlability, understanding, answer readiness, citability, trust, freshness, AI-native signals, and performance.
Explains the scoring model with transparent categories, weights, and pass/warn/fail logic on the methodology page.
Auto-detects page type and adjusts scoring so a minimal homepage is not judged like a long article.
Flags whether major AI crawlers are allowed or blocked in robots.txt, which is useful for readers trying to control AI access.
Returns a simple grade format that makes the output easy to scan and compare.

Cons

The public pricing page is a 404, so pricing details are not available from the provided sources.
It scans one URL at a time and does not crawl a whole site, which limits sitewide auditing from a single report.
The tool does not execute JavaScript, so client-rendered content may appear missing in the scan results if it is not in the raw HTML.

FAQ

How do I check a page?

Yes. AgentGrade says you can paste a URL and get a graded report card for a single page without needing an account flow in the public copy.

Does it scan an entire website?

The methodology page says AgentGrade checks one URL at a time and does not crawl an entire site.

Does it run JavaScript?

It evaluates the raw HTML and does not execute JavaScript, because many AI crawlers behave the same way.

What does the report include?

AgentGrade presents a 0-100 score with an A-F letter grade and breaks the result into weighted categories such as crawlability, understanding, answer readiness, citability, trust, content depth, freshness, AI-native signals, and performance.

Do you store scan data?

The site says it stores submitted website URLs with a timestamp, but not the report itself or the user's IP address.

Quick Facts

Category: AI visibility audit
Source domain: agentgrade.app
Output: 0-100 score plus A-F grade and category breakdown
Primary workflow: Paste a URL and review the report card
Page coverage: Single-page scan, not whole-site crawling
Pricing: Not available from the provided pages