C

Hard for AI agents to use

Capped at C: AI agents can't complete tasks on your site, on a visit or without one: it has no WebMCP and no MCP server they can find. Your checks earned 85.

See the goal behind it

Speed: Fail (real visitors, last 28 days)Core Web Vitals, Google

Start here.

These hold your letter down the most
  1. Fail·Act

    AI agents can complete tasks when they visit your site (WebMCP)

    Your home page offers agents no tasks to complete through WebMCP.

    What to do Let agents do every task a customer can do on your site, through WebMCP.

    Your web team · about a daySee the check

  2. Fail·Act

    AI agents can complete tasks without visiting your site (MCP server)

    Your site has no ARD catalog at /.well-known/ard.json, where agents look for an MCP server.

    What to do Give agents a way to do every task a customer can do on your site without visiting it: an MCP server, listed in the site's ARD catalog.

    Your web team · a few daysSee the check

  3. Partial·Performance

    Your site responds quickly to taps and clicks

    Interaction to Next Paint is 321 ms for real visitors of this page, last 28 days, which Google rates needs improvement.

    What to do Remove scripts the page does not need, since they keep it busy.

    Your web team · a week or moreSee the check

100

Find

Can AI agents and search engines get to your site and list its pages? If they can't find you, you're not in the conversation, and someone else gets recommended.

25% of your grade · 10 of 10 goals pass

Read

Can agents quickly work out who you are and what you offer? An agent only spends so much effort on one site. If yours is hard to read, it moves on and recommends one that's easier.

25% of your grade · 8 of 10 goals pass

  • Your site has a short guide for AI agents (llms.txt)ImportantFail

    llms.txt gives agents a short map of your site, so they reach your key pages without reading every one. Lighthouse checks it as an emerging convention, and the grade counts standards likely to be adopted.

    What we found: Google's Lighthouse found no /llms.txt on your site.

    How to fix it

    Publish /llms.txt with your business name as its title and links to your most important pages.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: Your site has a short guide for AI agents (llms.txt) What the grader found: Google's Lighthouse found no /llms.txt on your site. The fix, for a developer: Serve a Markdown file at /llms.txt with a 200, and keep it clear of any rule that sends unknown paths to the home page or a firewall page. Start it with an H1 naming the site, then sections of links to key pages, as llmstxt.org describes. Source: llms.txt audit, Chrome: https://developer.chrome.com/docs/lighthouse/agentic-browsing/llms-txt Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · about an hour
  • Your site tells AI agents everything they can do with it, in one place (ARD catalog)ImportantFail

    Agents read the catalog before they open a page, so they know straight away which of your services they can use, such as your MCP server. Lighthouse checks it, and the grade counts standards likely to be adopted, such as this draft.

    What we found: Google's Lighthouse found no ARD catalog at /.well-known/ard.json.

    How to fix it

    Publish an ARD catalog that lists every tool and service agents can use, such as your MCP server.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: Your site tells AI agents everything they can do with it, in one place (ARD catalog) What the grader found: Google's Lighthouse found no ARD catalog at /.well-known/ard.json. The fix, for a developer: Serve JSON at /.well-known/ard.json with an entries list that follows the ARD schema: each entry has a urn:air: identifier, a displayName, a type and a url. An MCP server's entry has the type application/mcp-server-card+json and points at its server card, at /mcp/server-card. Link it from every page with <link rel="ard" href="/.well-known/ard.json">. Lighthouse warns about a catalog found only at the older /.well-known/ai-catalog.json. Source: Lighthouse agentic browsing scoring, Chrome: https://developer.chrome.com/docs/lighthouse/agentic-browsing/scoring; Agentic Resource Discovery specification, agenticresourcediscovery.org: https://agenticresourcediscovery.org/spec/ Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · about a day
  • AI agents can read your text without running scriptsCriticalPass

    Many agents read only the page your server sends and run none of its scripts. If your text appears only after scripts run, those agents see an empty page and answer from other sites. Claude's web fetch is one of them.

  • Your site tells AI agents what your business is (structured data)ImportantPass

    Structured data saves agents and search engines from guessing your type of business and contact details from the page. Google says it gives explicit clues about what a page means. Bing says it may help and promises nothing.

  • Headings give each page a clear outlineImportantPass

    Clear headings show search engines and agents how a page is laid out, so they find the part that answers a question, such as your opening hours. Google's guide to its AI features recommends them.

  • AI agents can tell what your images show (alt text)ImportantPass

    Agents rely on an image's text description, called alt text, to know what it shows, the same description that lets people who cannot see the image use the page. Google calls alt text the most important attribute for describing an image.

  • Your site sends AI agents a plain-text version of each page (Markdown)ImportantPass

    Agents read Markdown faster and more accurately than a full web page, and it costs them fewer tokens, the units AI services count text in. Cloudflare calls Markdown the common language of agents.

  • Your site says how AI may use its content (Content Signals)ImportantPass

    Content Signals let you say, in one line, whether AI may use your content for answers, for training, or both. They follow AI Preferences, a proposal at the IETF, the body that sets internet standards.

  • Every page has a summary for search resultsImportantPass

    Google may show your summary under the page's title in its results, and asks for a different one on every page. Without one, it picks a snippet from the page, which may be a line you would never choose.

  • Your pages say which language they are inImportantPass

    A declared language tells software how to read your page, from the voice a screen reader uses to the language a translation starts from. WCAG, the accessibility standard most laws point to, requires it.

77

Act

Can agents do what a customer asks, such as book, reserve, enquire or search? When someone asks an agent to act for them and your site doesn't let it, the agent acts on a site that does.

25% of your grade · 7 of 10 goals pass

  • AI agents can complete tasks when they visit your site (WebMCP)ImportantFail

    Your site can tell agents what it lets a customer do, for example book a tour, reserve a table, ask a question, or search what's available. An agent can then do it for them, start to finish. Without that, the agent can only read your pages and send the customer to do it themselves, or do it on another site that lets it.

    How to fix it

    Let agents do every task a customer can do on your site, through WebMCP.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: AI agents can complete tasks when they visit your site (WebMCP) What the grader found: Your home page offers agents no tasks to complete through WebMCP. The fix, for a developer: Register a WebMCP tool for every task a customer can do as the page loads: call document.modelContext.registerTool() with a name, a description, an input schema and an execute function, or add toolname and tooldescription attributes to the form. A name is 1 to 128 letters, digits, _, - or . Source: WebMCP for developers, Chrome: https://developer.chrome.com/docs/ai/webmcp; WebMCP, Draft Community Group Report, W3C Web Machine Learning Community Group: https://webmachinelearning.github.io/webmcp/ Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · about a day
  • AI agents can complete tasks without visiting your site (MCP server)ImportantFail

    Some agents never open a web page. They connect to a business directly and work from there. Giving them a way in means your site can be searched and booked by those agents too.

    What we found: Your site has no ARD catalog at /.well-known/ard.json, where agents look for an MCP server.

    • /.well-known/ard.json answers 404

    How to fix it

    Give agents a way to do every task a customer can do on your site without visiting it: an MCP server, listed in the site's ARD catalog.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: AI agents can complete tasks without visiting your site (MCP server) What the grader found: Your site has no ARD catalog at /.well-known/ard.json, where agents look for an MCP server. Details: - /.well-known/ard.json answers 404 The fix, for a developer: Serve the MCP server card at /mcp/server-card, as the server card extension places it, and list it in /.well-known/ard.json as an entry with a urn:air: identifier, a displayName, the type application/mcp-server-card+json and the card's URL. Source: SEP-2127: MCP Server Cards, Model Context Protocol: https://modelcontextprotocol.io/seps/2127-mcp-server-cards; Agentic Resource Discovery specification, agenticresourcediscovery.org: https://agenticresourcediscovery.org/spec/ Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · a few days
  • AI agents can tell what every form field asks forCriticalPass

    An agent fills in a form by reading each field's label. Without one it is left guessing, so the enquiry or booking is never sent. Labels serve people who use screen readers the same way, and Chrome says missing ones can block agents.

  • AI agents can see your site's buttons and fields (accessibility tree)CriticalPass

    Agents find what they can click or fill in through the accessibility tree, the browser's list of a page's controls. A control missing from it does not exist for an agent, so it cannot book, buy or send an enquiry. Screen readers use the same tree.

  • AI agents can tell what custom controls are, such as date pickersImportantPass

    A custom date picker or slider is invisible to an agent unless its code gives it a name, so the agent cannot choose a date or set a price range. The same name tells people who use screen readers what the control is.

  • Hidden labels on your buttons and fields are accurate (ARIA)ImportantPass

    Agents trust these labels. A wrong one tells an agent a control is something it is not, such as a button marked as a heading, so it clicks the wrong thing or nothing. Screen readers trust them too, so people with disabilities are misled the same way.

  • AI agents can move around your pages without a mouseImportantPass

    Agents move through a page from control to control, as keyboard users do. A page that skips controls or refreshes on its own keeps them from the button they need. WCAG requires every function to work from a keyboard, which people with disabilities rely on.

  • Your text stands out clearly from its backgroundImportantPass

    Some agents look at a page as a picture, as people do, and pale text is easy for both to miss. The same contrast lets people with low vision read it. WCAG, the accessibility standard most laws point to, sets how much contrast text needs.

  • Buttons and links are big enough for an agent to clickImportantPass

    Agents that click where a button sits, as a person does, miss small or crowded targets, and so do people on phones and people with limited movement. Google's web.dev recommends targets of about 48 pixels, and WCAG sets a minimum of 24.

  • Your site tells AI agents about its other servicesImportantPartial

    Each one tells agents about a service they can use, such as an API for checking stock. Few businesses that sell to the public need them yet, so they earn bonus points and never cost any.

    What we found: Your site has no Agent Skills index. Your site has no A2A agent card. Not measured: Could not fetch API Catalog: The operation was aborted.

    • Agent Skills index not found
    • A2A Agent Card not found

    How to fix it

    Ask the people who run your site which of these fit your business, such as an API catalog if you offer an API.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: Your site tells AI agents about its other services What the grader found: Your site has no Agent Skills index. Your site has no A2A agent card. Not measured: Could not fetch API Catalog: The operation was aborted. Details: - Agent Skills index not found - A2A Agent Card not found The fix, for a developer: Publish the files that fit: an API catalog at /.well-known/api-catalog, an Agent Skills index, an A2A agent card at /.well-known/agent-card.json, and Link headers on the home page that point to them. Source: RFC 8288, Web Linking, IETF: https://www.rfc-editor.org/rfc/rfc8288; RFC 9727, api-catalog: A Well-Known URI and Link Relation to Help Discovery of APIs, IETF: https://www.rfc-editor.org/rfc/rfc9727 Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · about a day
74

Performance

Does your site answer fast? Agents work against the clock, and so do people. A slow site costs them time, and they give that time to a faster one.

Speed comes from real visitors of your page over the last 28 days when Google has their numbers, and from a test on a phone when it does not.

25% of your grade · 2 of 10 goals pass

  • Return visits load fasterImportantFail

    Downloading every file again on each visit is slow and costly. When browsers keep the files, returning visitors see your page sooner.

    What we found: Use efficient cache lifetimes (Est savings of 309 KiB)

    • Use efficient cache lifetimes (Est savings of 309 KiB), from Facebook
    • Use efficient cache lifetimes (Est savings of 309 KiB), from Facebook
    • Use efficient cache lifetimes (Est savings of 309 KiB), from Optanon

    How to fix it

    Let browsers keep images, scripts and styles between visits.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: Return visits load faster What the grader found: Use efficient cache lifetimes (Est savings of 309 KiB) Details: - Use efficient cache lifetimes (Est savings of 309 KiB), from Facebook - Use efficient cache lifetimes (Est savings of 309 KiB), from Facebook - Use efficient cache lifetimes (Est savings of 309 KiB), from Optanon The fix, for a developer: Send Cache-Control with a long max-age for fingerprinted static files, and revalidate the rest with ETag. Source: Prevent unnecessary network requests with the HTTP Cache, Google: https://web.dev/articles/http-cache Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · about an hour
  • Your main content shows up quickly on phonesImportantPartial

    Visitors leave pages that are slow to show anything, and Google uses this speed in ranking. It is called Largest Contentful Paint, one of Google's three Core Web Vitals.

    What we found: Speed Index (4.1 s). Measured from real visitors of this page, last 28 days; the rest is a lab test on a phone.

    • Render-blocking requests (Est savings of 760 ms)
    • Network dependency tree

    How to fix it

    Make the first screen load faster on phones, starting with its biggest image.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: Your main content shows up quickly on phones What the grader found: Speed Index (4.1 s). Measured from real visitors of this page, last 28 days; the rest is a lab test on a phone. Details: - Render-blocking requests (Est savings of 760 ms) - Network dependency tree The fix, for a developer: Serve the largest element early: preload it, avoid render-blocking scripts and styles, and cut server response time. PageSpeed lists what holds it back. Source: Web Vitals, Google: https://web.dev/articles/vitals; Largest Contentful Paint (LCP), Google: https://web.dev/articles/lcp Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · a week or more
  • Your site responds quickly to taps and clicksImportantPartial

    A page that freezes after a tap feels broken, so visitors tap again or leave. Google rates a reaction under 200 milliseconds as good and counts it among its Core Web Vitals.

    What we found: Interaction to Next Paint is 321 ms for real visitors of this page, last 28 days, which Google rates needs improvement.

    • Reduce JavaScript execution time (1.4 s), from Google Tag Manager
    • Avoid long main-thread tasks (10 long tasks found), from Google Tag Manager
    • Max Potential First Input Delay (220 ms)

    How to fix it

    Remove scripts the page does not need, since they keep it busy.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: Your site responds quickly to taps and clicks What the grader found: Interaction to Next Paint is 321 ms for real visitors of this page, last 28 days, which Google rates needs improvement. Details: - Reduce JavaScript execution time (1.4 s), from Google Tag Manager - Avoid long main-thread tasks (10 long tasks found), from Google Tag Manager - Max Potential First Input Delay (220 ms) The fix, for a developer: Split long tasks and defer scripts that are not needed to start. PageSpeed lists the costliest scripts. Source: Total Blocking Time (TBT), Google: https://web.dev/articles/tbt; Lighthouse performance scoring, Chrome: https://developer.chrome.com/docs/lighthouse/performance/performance-scoring Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · a week or more
  • Your server answers quicklyImportantPartial

    Every visitor and agent waits for your server's first response before anything else can load. Chrome says a CDN, a network of servers close to your visitors, cuts that wait.

    What we found: Document request latency (Est savings of 180 ms).

    • Network Round Trip Times (0 ms)
    • Server Backend Latencies (10 ms)

    How to fix it

    Speed up its first response, for example with a CDN in front of it.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: Your server answers quickly What the grader found: Document request latency (Est savings of 180 ms). Details: - Network Round Trip Times (0 ms) - Server Backend Latencies (10 ms) The fix, for a developer: Serve the page through a CDN or edge network over HTTP/2 or HTTP/3, compress text with gzip or Brotli, cache the document at the edge, and avoid redirects. Source: Reduce server response times (TTFB), Chrome: https://developer.chrome.com/docs/lighthouse/performance/server-response-time Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · about a day
  • Images are sent at the size they are shownImportantPartial

    An image bigger than the space it fills wastes data and slows the page, most of all on a phone connection. Smaller images mean a faster page for every visitor.

    What we found: Improve image delivery (Est savings of 43 KiB).

    • Improve image delivery (Est savings of 43 KiB): <img alt="" fetchpriority="high" width="2560" height="1440" decoding="async" data-nimg="1" class="h-full w-full bg-[75%_40%] object-cover" style="color:transparent" sizes="100vw" srcset="https://images.prismic.io/amli-website/adfadde8-169e-4043-ab9f-89b2221f20a…" src="https://images.prismic.io/amli-website/adfadde8-169e-4043-ab9f-89b2221f20a…">, from prismic.io

    How to fix it

    Resize and compress your images before they go on the page.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: Images are sent at the size they are shown What the grader found: Improve image delivery (Est savings of 43 KiB). Details: - Improve image delivery (Est savings of 43 KiB): <img alt="" fetchpriority="high" width="2560" height="1440" decoding="async" data-nimg="1" class="h-full w-full bg-[75%_40%] object-cover" style="color:transparent" sizes="100vw" srcset="https://images.prismic.io/amli-website/adfadde8-169e-4043-ab9f-89b2221f20a…" src="https://images.prismic.io/amli-website/adfadde8-169e-4043-ab9f-89b2221f20a…">, from prismic.io The fix, for a developer: Serve several sizes with srcset and sizes, use a modern format such as WebP or AVIF, and keep each image's width and height in the proportion it is shown. Source: Properly size images, Chrome: https://developer.chrome.com/docs/lighthouse/performance/uses-responsive-images Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · about a day
  • Your pages are light to downloadImportantPartial

    Heavy pages take longer to load and cost visitors on mobile data real money. Chrome says large downloads are closely tied to long load times.

    What we found: Reduce unused JavaScript (Est savings of 443 KiB). Reduce unused CSS (Est savings of 17 KiB). Legacy JavaScript (Est savings of 56 KiB).

    • Reduce unused JavaScript (Est savings of 443 KiB), from Google Tag Manager

    How to fix it

    Remove code and files the page does not use.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: Your pages are light to download What the grader found: Reduce unused JavaScript (Est savings of 443 KiB). Reduce unused CSS (Est savings of 17 KiB). Legacy JavaScript (Est savings of 56 KiB). Details: - Reduce unused JavaScript (Est savings of 443 KiB), from Google Tag Manager The fix, for a developer: Minify scripts and styles, remove unused and duplicate code, and stop shipping legacy polyfills. PageSpeed lists the files by size. Source: Avoid enormous network payloads, Chrome: https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · a few days
  • Your pages load without errorsImportantPartial

    An error in the browser often means part of your page is broken, such as a form that will not send. Chrome says each one is a problem to resolve.

    What we found: Browser errors were logged to the console.

    • Failed to load resource: the server responded with a status of 404 (Not Found)

    How to fix it

    Open the page in a browser's developer tools and clear the errors it lists.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: Your pages load without errors What the grader found: Browser errors were logged to the console. Details: - Failed to load resource: the server responded with a status of 404 (Not Found) The fix, for a developer: Fix each console error and browser issue, replace deprecated APIs, publish source maps for your scripts, and start the document with a doctype and a charset. Source: Browser errors were logged to the console, Chrome: https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · a few days
  • Your site does not ask visitors for permissions as they arriveImportantPartial

    People distrust or are confused by a page that asks for their location the moment it opens. A field that blocks pasting makes a form harder to fill in.

    What we found: Requests the geolocation permission on page load.

    How to fix it

    Ask for permissions only after a visitor does something that needs them.

    Fix with AI

    My website https://www.amli.com/ fell short on one check of Clutch's Agent Grader, which tests whether AI agents can find, read and use a site. Check: Your site does not ask visitors for permissions as they arrive What the grader found: Requests the geolocation permission on page load. The fix, for a developer: Request geolocation and notification permission from a click handler, and remove paste handlers that block input. Source: Requests the geolocation permission on page load, Chrome: https://developer.chrome.com/docs/lighthouse/best-practices/geolocation-on-start Explain the fix in plain words, then write what my web team should change and how we can check it worked. Full report, if you want more context: https://clutch.io/grade/amli-com/2026-11-11

    Your web team · about an hour
  • Your pages stay still while they loadImportantPass

    When content jumps as a page loads, visitors tap the wrong thing, such as a link that moved under their finger. Google counts layout shift among its three Core Web Vitals.

  • Your site loads over a secure connectionImportantPass

    A secure connection stops others reading or changing what passes between your site and its visitors. Browsers mark pages without one as not secure, and Google counts it in page experience.

Fix it,

or see it rebuilt

These 14 fixes add up to about five weeks of your web team's time.

  • Send to your agency

    An email with what is wrong and a link to this report, so whoever runs the site has every fix and its line for the web team.

    Send to your agency
  • Explore with your AI

    Your own AI reads the report and tells you how to fix each issue and the effort each takes. It gets this, and nothing else:

    Read the Agent Grader report for amli.com, which tests whether AI agents can find, read and use the site: https://clutch.io/grade/amli-com/2026-11-11 Then tell me how to fix each issue it lists, in order, and the effort each one takes, in plain words I can pass to my web team.

    Fix with AI

    Read the Agent Grader report for amli.com, which tests whether AI agents can find, read and use the site: https://clutch.io/grade/amli-com/2026-11-11 Then tell me how to fix each issue it lists, in order, and the effort each one takes, in plain words I can pass to my web team.

  • See your site rebuilt

    Clutch rebuilds amli.com from its address, and the new site doesn't have these issues. Free to preview, $39 a month once it goes live.

    See your site rebuilt

See if AI chooses you

An AI agent searched “luxury apartments atlanta ga”, like 4,400 people a month.

This scan graded the site on its own. Grade it again and an AI agent shops for it too, with a search your site already ranks for, and shows where it got through and where it stopped.

See amli.com rebuilt, without these issues

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