agentspeed.

cohere.com

scanned 7/25/2026, 8:41:00 PM · cached · refresh in 20h · rubric 2026.07.4
Built with Next.js
robots.txt present: passrobots.txt allows AI agents: passContent-Signal directives: failllms.txt present: warnSitemap present: passLink response headers: warnCanonical 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: warnCookie wall blocks content: passPage title: passMeta description: passJSON-LD present: passStructured data validates: warnSchema type coverage: passPaywall / login wall: passAgent Skills manifest: failWebMCP actions: failPrimary action reachable: passReachability: passTime to first byte: passFull render time: skipPage weight: pass76/ 100 · C
Good

This is how AI agents (not browsers) experience cohere.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.

warnllms.txt presentDiscoverability

Found /llms.txt but missing markdown links.

Fix · Next.js: Add /llms.txt via app/llms.txt/route.ts (or public/llms.txt). Generate one free at /tools/llms-txt-generator.

failText-to-markup ratioReadability

Visible text is 1.0% of HTML weight (7171/689494 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%.

warnStructured data validatesStructured data

1 recommended-field warning(s). First: Organization recommends "sameAs" (improves agent comprehension).

Fix: Validate your JSON-LD with Google Rich Results test. Fix missing required properties.

warnLink response headersDiscoverability

A Link: header is present but carries none of canonical/alternate/describedby — the relations agents consume.

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

warnHeading hierarchyReadability

Heading issues: 2 skipped level(s).

Fix: Use a single H1 and avoid skipping heading levels (H1 → H3).

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.

Don’t lose this report

Get it in your inbox now — and a heads-up whenever cohere.com’s agent-readiness score changes. Free, unsubscribe anytime.

Fix it

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

Add an llms.txt
Publish this at https://cohere.com/llms.txt
# Enterprise AI: Private, Secure, Customizable | Cohere

> Cohere builds powerful models and AI solutions enabling enterprises to automate processes, empower employees, and turn fragmented data into actionable insights.

## Key pages
- [Home](https://cohere.com/)
- [Own your AI](https://cohere.com/)
- [Powering progress across industries](https://cohere.com/)
- [Why leading teams trust Cohere](https://cohere.com/)
- [Ready to put AI to work?](https://cohere.com/)

## About
Describe what cohere.com does, who it's for, and the primary action you want an
agent to be able to complete. Keep it factual and current.
Qualifies for certificationBronze

This score clears the Bronze threshold (70+). Certification turns it into a dated, publicly verifiable attestation — a verification URL, an embeddable badge, and weekly monitoring for a full year. Scores under 70 can’t buy this, which is what makes displaying it mean something.

Get certified — $199/year →

What the agent receives

The agent’s-eye view
Enterprise AI: Private, Secure, Customizable | Cohere Products Products Workplace Systems North An enterprise-ready AI platform that powers modern workplace productivity Compass An intelligent search and discovery system to surface business insights Generative Models Command NEW High-performance models for agentic, multimodal, multilingual AI Transcribe NEW A speech recognition model for generating highly accurate audio transcripts North Mini Code NEW Agentic coding model, built for practical software engineering Advanced Retrieval Models Embed A leading multimodal search and retrieval tool Rerank A powerful model that provides a semantic boost to search quality Customization Pricing Models Overview Solutions Industries Technology Financial Services Healthcare and Life Sciences Manufacturing Energy and Utilities Public Sector Telecommunications Model Vault Your dedicated, secure model inference platform — managed by Cohere Security Private Deployments Research Cohere Labs Cohere's research lab that seeks to solve complex ML problems Model Aya RESOURCES Papers Videos Blog Initiatives Open Science Community Scholars Program Catalyst Grant Program Global MMLU The Leaderboard Illusion Events Resources Resources Blog Developers Docs Total Cost of AI Ownership LLM University Cookbooks Community Discord Events On-Demand Events Merch Store Customer Stories Explore enterprise AI case studies and success stories Company Company About Careers Newsroom Partners Sign in Contact us Products Products overview Workplace Systems North An enterprise-ready AI platform that powers modern workplace productivity Compass An intelligent search and discovery system to surface business insights Generative Models Command NEW High-performance models for agentic, multimodal, multilingual AI Transcribe NEW A speech recognition model for generating highly accurate audio transcripts North Mini Code NEW Agentic coding model, built for practical software engineering Advanced Retrieval Models Embed A leading multimodal search and retrieval tool Rerank A powerful model that provides a semantic boost to search quality Customization Pricing Models Overview Solutions Industries Technology Financial Services Healthcare and Life Sciences Manufacturing Energy and Utilities Public Sector Telecommunications Model Vault Your dedicated, secure model inference platform — managed by Cohere Security Private Deployments Research Cohere Labs Cohere's research lab that seeks to solve complex ML problems Model Aya RESOURCES Papers Videos Blog Initiatives Open Science Community Scholars Program Catalyst Grant Program Global MMLU The Leaderboard Illusion Events Resources Resources Blog Developers Docs Total Cost of AI Ownership LLM University Cookbooks Community Discord Events On-Demand Events Merch Store Customer Stories Explore enterprise AI case studies and success stories Company Company About Careers Newsroom Partners Contact us Sign in Own your AI Your data. Your infrastructure. Cohere keeps it that way. Contact us Explore products Trusted by industry leaders and developers worldwide Safe. Flexible. Independent. Security Your data stays under your control with multi-layered protection and industry-certified security standards. Learn more Deployment Secure within your virtual private cloud (VPC), on-premises, or dedicated, Cohere-managed Model Vault. Learn more Customization Train on your proprietary data and build unique AI solutions made for your use cases, needs, and infrastructure. Learn more Your sovereign AI workplace All your tools connected, nothing outsourced. North brings everything together on your terms. Go North Powering progress across industries Financial Services Public Sector Energy Technology Healthcare Manufacturing Telecommunications Our models. Your business. Command High-performance generative models that give your organization full control Powerful agentic performance with minimal compute overhead Unified reasoning, tool orchestration, and multimodal intelligence in a single model Supports 49 languages for global communication and discovery Learn more Transcribe Transcribe with confidence with high-fidelity speech-to-text Quickly converts audio data into highly accurate text outputs Supports 14 languages and is robust to real-world conversational environments Integrates with generative and retrieval systems for end-to-end speech-driven workflows Learn more Embed Semantic text representation built with your data, in your environment Semantic understanding : Captures text meaning for accurate document comparison Efficient retrieval : Converts text to vectors for fast, scalable search Contextual insights : Uncovers hidden patterns and relationships in data Learn more Rerank Relevance-based results tuned to your users, needs, and preferences Relevance optimization: Prioritizes most relevant documents for better user experience Personalized search: Tailors results to individual user needs and preferences Dynamic refinement: Continuously updates results based on user interactions Learn more Developer resources Find everything you need to start building, from API access to deep technical docs, and try our models in the Playground. Let's go Get an API key Why leading teams trust Cohere “With Cohere's latest highly secure enterprise LLMs, we aim to provide businesses with powerful and adaptable AI solutions that address specific needs and accelerate the adoption of generative AI globally.” — Vivek Mahajan, Corporate Vice President, CTO and CPO Read more “With Cohere's latest highly secure enterprise LLMs, we aim to provide businesses with powerful and adaptable AI solutions that address specific needs and accelerate the adoption of generative AI globally.” — Vivek Mahajan, Corporate Vice President, CTO and CPO Read more The latest news See more on the blog Ready to put AI to work? Request a demo AI moves fast We’ll keep you up to date with the latest. Enter your business email below to receive updates from Cohere. Please refer to our privacy policy for details or to contact us. You can unsubscribe at any time. Products North Compass Command Transcribe Embed Rerank Customization Pricing Solutions Technology Energy and Utilities Financial Services Healthcare and Life Sciences Manufacturing Public Sector Telecommunications Deployment Options Model Vault Resources Blog Customer Stories Developers Events On-Demand Events Merch Store LLM University Documentation Release Notes Models Overview Company About Careers Research Newsroom Partners Security Trust Center Legal Center Products North Compass Command Transcribe Embed Rerank Customization Pricing Solutions Technology Energy and Utilities Financial Services Healthcare and Life Sciences Manufacturing Public Sector Telecommunications Deployment Options Model Vault Resources Blog Customer Stories Developers Events On-Demand Events Merch Store LLM University Documentation Release Notes Models Overview Company About Careers Research Newsroom Partners Security Trust Center Legal Center Cohere © 2026 Privacy Terms of Use Manage Cookies English English 日本語 한국어 Français Deutsch

Show your score

Embed this badge on your site. It links back to this live scan and updates on every rescan.

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

Track this score

Get this report by email, then a heads-up when cohere.com’s agent-readiness actually changes — a check regressing, or the composite dropping.

Two things never trigger an email: a score change caused by us publishing a new rubric, because that is a different instrument rather than a change to your site, and movement explained only by timing-derived checks, which shift run to run on a site nobody touched.

Want it on your own schedule, with Slack or a webhook instead of email? Score-drift monitoring is on every paid plan.

Full breakdown

14 pass4 warn10 fail2 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
warn
llms.txt present
Found /llms.txt but missing markdown links.
60/100
pass
Sitemap present
sitemap.xml reachable and referenced from robots.txt.
100/100
warn
Link response headers
A Link: header is present but carries none of canonical/alternate/describedby — the relations agents consume.
60/100
pass
Canonical URL
Canonical points to self: https://cohere.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 1.0% of HTML weight (7171/689494 bytes). Low. Markup may be crowding out agent-usable text.
8/100
skip
Content without JavaScript
Browser pass unavailable; cannot measure JS dependency.
warn
Heading hierarchy
Heading issues: 2 skipped level(s).
75/100
pass
Cookie wall blocks content
No common consent-modal markers detected.
100/100
pass
Page title
A concise <title> is present (53 chars).
100/100
pass
Meta description
A well-sized meta description is present (160 chars).
100/100
Structured data
pass
JSON-LD present
Found 1 JSON-LD block.
100/100
warn
Structured data validates
1 recommended-field warning(s). First: Organization recommends "sameAs" (improves agent comprehension).
95/100
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 ("Enterprise AI platform and generative models") with price/CTA ("Request a demo").
100/100
pass
Reachability
HTTP 200.
100/100
Performance
pass
Time to first byte
TTFB 256ms. Healthy.
80/100
skip
Full render time
Full-render time unavailable (browser pass skipped or failed).
pass
Page weight
Initial document is a lean 673 KB.
100/100
Beyond the scan

Running AI agents of your own? AgentSpeed also monitors them in production — every run, its latency, cost, and failures, with alerts when something breaks. Free for 10,000 events a month, no credit card.

Start watching free →See plans