agentspeed.

slack.com

scanned 7/25/2026, 3:40:48 PM · cached · refresh in 15h · rubric 2026.07.4
robots.txt present: passrobots.txt allows AI agents: passContent-Signal directives: failllms.txt present: passSitemap present: passLink response headers: failCanonical URL: passMCP server card: failOAuth authorization metadata: failOAuth resource metadata: failAPI catalog / OpenAPI: failWeb Bot Auth: failMarkdown negotiation: failText-to-markup ratio: failContent without JavaScript: skipHeading hierarchy: passCookie wall blocks content: warnPage title: passMeta description: passJSON-LD present: failStructured data validates: skipSchema type coverage: passPaywall / login wall: passAgent Skills manifest: failWebMCP actions: failPrimary action reachable: passReachability: passTime to first byte: passFull render time: skipPage weight: pass67/ 100 · D
Needs work

This is how AI agents (not browsers) experience slack.com. The score weights five categories of machine-readability; the ticks on the arc are the 30 individual checks behind it.

✉ Email me this report + alert me when it changes ↓

Top fixes

Checks tagged “emerging” are 2026 agent-protocol standards most of the web hasn’t adopted yet — adopting early is an edge, not a defect.

failJSON-LD presentStructured data

No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.

Fix: Add a <script type="application/ld+json"> describing the page (Organization, Article, Product, FAQPage).

failLink response headersDiscoverability

No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.

Fix: Emit `Link:` headers for canonical, alternate-language, and describedby relations. Agents that fetch HEAD-only or stream-render rely on these.

failText-to-markup ratioReadability

Visible text is 5.4% of HTML weight (13472/249807 bytes). Low. Markup may be crowding out agent-usable text.

Fix: Heavy ad or navigation markup crowds out agent-usable text. Aim for a text-to-DOM ratio above 15%.

warnCookie wall blocks contentReadability

Consent modal detected (cookielaw.org); content still visible. Verify the modal does not block first-paint for screenshot agents.

Fix: Defer cookie consent overlay until after content is visible, or render behind the primary content. Agents without JS or with ad-blocking profiles see a blank page otherwise.

failContent-Signal directivesemergingDiscoverability

No Content-Signal directives. Add e.g. `Content-Signal: ai-train=no, ai-summarize=yes` to declare granular AI usage policy beyond binary allow/disallow.

Fix: Add `Content-Signal:` directives to your robots.txt. This is the emerging standard (Cloudflare-driven) for declaring fine-grained AI usage policy beyond a binary allow/disallow.

failMCP server cardemergingDiscoverability

No valid MCP Server Card at /.well-known/mcp/server-card.json. Publish one so agents can discover your tools without HTML scraping.

Fix: Publish an MCP Server Card describing the tools your site exposes. Agents discover capabilities via `/.well-known/mcp/server-card.json`. See modelcontextprotocol.io for the schema.

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Fix it

Generated, ready-to-ship files for the gaps above — copy them or download and drop them into your repo.

Add JSON-LD structured data
Paste inside <head>. Use Article/Product instead of Organization on those page types.
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Slack | AI Work Platform & Productivity Tools",
  "url": "https://slack.com/",
  "description": "Boost productivity and save time with Slack‌ — ‌the AI work platform for managing projects, automating workflows, and connecting teams securely. Start working smarter today."
}
</script>

What the agent receives

The agent’s-eye view
Slack | AI Work Platform &amp; Productivity Tools Skip to main content Features COLLABORATION Channels Organize teams and work Slack Connect Work with external partners Messaging Chat with your team Huddles Meet with audio and video Clips Record and share updates CRM Salesforce in Slack Bring Salesforce into the flow of work Slack CRM for Small Business Manage customers in Slack with the help of Slackbot PROJECT MANAGEMENT Templates Start any task, fast Canvas Create rich, flexible docs Lists Organize, track and manage projects File Sharing Bring files to the flow of work PLATFORM Agentic Platform Customize, extend, and unify your tech stack in Slack Apps &amp; Integrations Connect your tools with Slack Workflow Builder Automate everyday tasks INTELLIGENCE AI in Slack Save time and work smarter with powerfully simple AI Slackbot Power productivity with your personal AI agent Agentforce Empower your whole team with AI-powered agents in Slack Enterprise Search Find anything, all from a single search bar ADMIN &amp; SECURITY Security Protect data, ensure compliance Enterprise Key Management Monitor and revoke access Slack Atlas Discover rich profiles and org charts Watch demo Download Slack See all features Slack Marketplace Find new agents and apps that fit your team’s needs. Browse marketplace Feature Releases Partner Apps MCP, and more See what’s new What is Slack? Slack vs. Teams Accessibility Solutions BY DEPARTMENT Engineering IT Customer Service Sales Project Management Marketing Human Resources Security BY INDUSTRY Manufacturing, Auto &amp; Energy Technology Media Small Business Financial Services Retail Public Sector Education Health &amp; Life Sciences Watch demo Download Slack See all solutions TEMPLATE GALLERY Start work faster with pre-made templates for every task. See all templates Task Management Scale Engagement Trust Enterprise Resources Resources Library What’s New Product Tour Events Developers Partner Program Customer Stories Community Slack Certified Blog Slack Marketplace Watch demo Download Slack FEATURED Winning in the AI era of work. Learn more Help Center Customer Support Pricing Search Sign in Request a demo Get started Get started Back Features COLLABORATION Channels Organize teams and work Slack Connect Work with external partners Messaging Chat with your team Huddles Meet with audio and video Clips Record and share updates CRM Salesforce in Slack Bring Salesforce into the flow of work Slack CRM for Small Business Manage customers in Slack with the help of Slackbot PROJECT MANAGEMENT Templates Start any task, fast Canvas Create rich, flexible docs Lists Organize, track and manage projects File Sharing Bring files to the flow of work PLATFORM Agentic Platform Customize, extend, and unify your tech stack in Slack Apps &amp; Integrations Connect your tools with Slack Workflow Builder Automate everyday tasks INTELLIGENCE AI in Slack Save time and work smarter with powerfully simple AI Slackbot Power productivity with your personal AI agent Agentforce Empower your whole team with AI-powered agents in Slack Enterprise Search Find anything, all from a single search bar ADMIN &amp; SECURITY Security Protect data, ensure compliance Enterprise Key Management Monitor and revoke access Slack Atlas Discover rich profiles and org charts Watch demo Download Slack See all features Slack Marketplace Find new agents and apps that fit your team’s needs. Browse marketplace Feature Releases Partner Apps MCP, and more See what’s new What is Slack? Slack vs. Teams Accessibility Solutions BY DEPARTMENT Engineering IT Customer Service Sales Project Management Marketing Human Resources Security BY INDUSTRY Manufacturing, Auto &amp; Energy Technology Media Small Business Financial Services Retail Public Sector Education Health &amp; Life Sciences Watch demo Download Slack See all solutions TEMPLATE GALLERY Start work faster with pre-made templates for every task. See all templates Task Management Scale Engagement Trust Enterprise Resources Resources Library What’s New Product Tour Events Developers Partner Program Customer Stories Community Slack Certified Blog Slack Marketplace Watch demo Download Slack FEATURED Winning in the AI era of work. Learn more Help Center Customer Support Pricing Sign in Request a demo Get started All your people and AI agents working together. Slack connects your team. Slackbot multiplies what they can do. Get started Find your plan Trusted by top teams Ask Slackbot Plan launches Run projects Chat with clients Automate tasks Ask Slackbot Plan launches Run projects Chat with clients Automate tasks Reimagine what’s possible with AI and agents. AI in Slack doesn’t make you think, it helps you do. It summarizes and searches based on actual conversations, and with it, makes every app and agent more helpful and contextually aware than ever. Update deals just by asking Slackbot NEW Summarize a conversation you missed Get fast answers with Claude NEW Turn on AI note-taking in huddles Review code with Github Copilot Lookup customer data in Agentforce Update deals just by asking Slackbot NEW Summarize a conversation you missed Get fast answers with Claude NEW Turn on AI note-taking in huddles Review code with Github Copilot Lookup customer data in Agentforce What’s new in Slack See all updates Link may open in new tab New Feature Partner Apps MCP Connect your favorite tools directly to Slackbot to surface live data and rich interactive content right in your conversation. Link may open in new tab New Feature Slackbot MCP Slackbot uses MCP to reach the tools your team already runs on — Google, Atlassian, Box, Notion, DocuSign, and more — so one conversation can pull from your entire stack. Link may open in new tab New Feature Slackbot Memory Slackbot remembers what actually happened before — the channels you're in, the decisions your team made, the projects that shaped your work. Link may open in new tab New Feature Slackbot Voice Dictation For the employee who never opened Slackbot because typing felt like one more thing, you can now just say it out loud. Link may open in new tab New Feature Slackbot Native Charts Numbers buried in a message are easy to miss. Link may open in new tab Feature Enhancement Group DM Naming Users have wanted to name their group DMs since they launched in 2015. Link may open in new tab Feature Enhancement Sidebar Filter Just start typing and your channel list narrows in real time. Knowledge People Process Platform Knowledge Give everyone instant context. Get access to every file, decision, and conversation, so you can build on past work instead of recreating it. Meet Slackbot: Your personal agent for work. Slackbot isn't just any AI. It's AI that knows you and your team. It coordinates work across your apps and agents so one conversation gets work done. Learn more about Slackbot One search to rule them all. AI-powered search puts your company’s entire memory at your fingertips. Learn about AI-powered search Bring CRM data to the conversation. Customer insights now live alongside conversations, so deals keep moving forward. Learn about Salesforce in Slack 97 min average time users can save weekly with AI in Slack 1 People Let your people connect like people. Slack’s conversational UI makes collaborating more approachable, whether you're working with a colleague or an agent. It all starts with a channel. Channels are flexible, transparent spaces for working with your team, AI assistants, and agents. Learn about channels When talking is easier than typing… …hop on a huddle, our built-in video tool. With AI in Slack, your meeting notes take themselves. Learn about huddles Bring conversations out of the inbox. Slack Connect lets you chat with clients and vendors in real-time, right from Slack. Email could never. Learn about Slack connect “Slack has been essential to our growth, our speed, and our ability to stay aligned as we scale” Kate Jenson, Head of Americas, Anthropic Process Manage all your work from o

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AgentSpeed score for slack.com
<a href="https://agentspeed.com/scan/slack.com"><img src="https://agentspeed.com/badge/slack.com" alt="AgentSpeed agent-readiness score" height="56"></a>

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Full breakdown

14 pass1 warn12 fail3 skip
Discoverability
pass
robots.txt present
A robots.txt is reachable at the site root.
100/100
pass
robots.txt allows AI agents
All 8 answer-time access agents allowed.
100/100
fail
Content-Signal directivesemerging
No Content-Signal directives. Add e.g. `Content-Signal: ai-train=no, ai-summarize=yes` to declare granular AI usage policy beyond binary allow/disallow.
0/100
pass
llms.txt present
Found /llms.txt (40604 bytes), H1 + at least one link present.
100/100
pass
Sitemap present
sitemap.xml reachable and referenced from robots.txt.
100/100
fail
Link response headers
No HTTP Link: response headers. Emit canonical/alternate/describedby relations so HEAD-only or stream-rendering agents get them without parsing HTML.
0/100
pass
Canonical URL
Canonical points to self: https://slack.com/.
100/100
fail
MCP server cardemerging
No valid MCP Server Card at /.well-known/mcp/server-card.json. Publish one so agents can discover your tools without HTML scraping.
0/100
fail
OAuth authorization metadataemerging
No RFC 8414 metadata at /.well-known/oauth-authorization-server. Agents that act on behalf of users need this to discover your authorization endpoints.
0/100
fail
OAuth resource metadataemerging
No RFC 9728 metadata at /.well-known/oauth-protected-resource. Publish it so agents can discover required scopes without hand-coded credentials.
0/100
fail
API catalog / OpenAPIemerging
No /.well-known/api-catalog (RFC 9727) and no /openapi.json|yaml. Publish one so agents that integrate with APIs can discover your endpoints.
0/100
fail
Web Bot Authemerging
No Web Bot Auth JWKS at /.well-known/http-message-signatures-directory.json. Publish one to allow trusted agents while keeping a default-deny posture for the rest.
0/100
Readability
fail
Markdown negotiationemerging
Accept: text/markdown returns HTML, not markdown. Serve a markdown variant of primary content when requested; agents summarize and cite it more reliably.
0/100
fail
Text-to-markup ratio
Visible text is 5.4% of HTML weight (13472/249807 bytes). Low. Markup may be crowding out agent-usable text.
40/100
skip
Content without JavaScript
Browser pass unavailable; cannot measure JS dependency.
pass
Heading hierarchy
Hierarchy is well-formed (1 H1, no skipped levels, 35 headings total).
100/100
warn
Cookie wall blocks content
Consent modal detected (cookielaw.org); content still visible. Verify the modal does not block first-paint for screenshot agents.
70/100
pass
Page title
A concise <title> is present (45 chars).
100/100
pass
Meta description
A well-sized meta description is present (173 chars).
100/100
Structured data
fail
JSON-LD present
No JSON-LD blocks found. Add a <script type="application/ld+json"> with a schema.org type for this page.
0/100
skip
Structured data validates
No JSON-LD blocks present; nothing to validate (covered by structured_data.jsonld_present).
pass
Schema type coverage
Page intent unclear; no specific schema.org type expected.
100/100
Actionability
pass
Paywall / login wall
No paywall or login-wall detected on the landing URL.
100/100
fail
Agent Skills manifestemerging
No Agent Skills manifest at /.well-known/agent-skills.json. Enumerate the tasks agents can perform (search, add-to-cart, contact-support) so they pick the right one without scraping.
0/100
fail
WebMCP actionsemerging
No WebMCP detected. On pages with first-class actions (cart, support, account), embed a WebMCP server so on-page agents invoke tools directly.
0/100
pass
Primary action reachable
Primary offering identified ("AI work platform and productivity tools") with price/CTA ("Get started").
100/100
pass
Reachability
HTTP 200.
100/100
Performance
pass
Time to first byte
TTFB 212ms. Healthy.
80/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
pass
Page weight
Initial document is a lean 244 KB.
100/100
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