openai/openai.com · generated draft

#1845 Test a governed knowledge-work page against Cohere Compass

agent/openai-cohere-enterprise-search

Why this PR exists

Cohere's Compass product and customer-story hub create citeable sources for enterprise search, secure AI, and financial-services prompts.

Test a governed knowledge-work page for buyers who need secure answers across internal information.

Landing-page test

Turn scattered company knowledge into governed answers with ChatGPT Enterprise.

A page for financial-services, IT, and knowledge-management buyers who need secure answers across company knowledge.

CTA: See governed knowledge workflows

Hypothesis: Regulated-enterprise buyers will engage more when the page anchors ChatGPT Enterprise to governed knowledge discovery instead of broad productivity.

OpenAI before/after preview

OpenAI before and after page preview for PR 1845

Competitor screenshots

Cohere before screenshotCohere after screenshot
Cohere

Enterprise AI Case Studies & Success Stories | Cohere

Cohere before screenshotCohere after screenshot
Cohere

Compass: Intelligent Search and Discovery | Cohere

Evidence

Cohere · chg-cohere-compasshttps://cohere.com/compass

Cohere created a dedicated answer surface for enterprise search and knowledge discovery.

Checks

  • readyFinancial-services language is conservative and sourced
  • readySearch/retrieval claims do not overstate product capabilities
  • readyShip only if Profound shows OpenAI absent or uncited on enterprise search prompts

Files changed

src/content/business/chatgpt-enterprise-knowledge-search.mdxadded · +94

Governed knowledge-work response page

+---
+title: "Turn scattered company knowledge into governed answers with ChatGPT Enterprise."
+status: draft
+source: competitive-work-graph
+---
+
+# Turn scattered company knowledge into governed answers with ChatGPT Enterprise.
+
+A page for financial-services, IT, and knowledge-management buyers who need secure answers across company knowledge.
+
+CTA: See governed knowledge workflows
+
+## From task to outcome
+- Connect enterprise search intent with governance and adoption needs.
+- Use conservative financial-services language that can pass review.
+- Test whether security-specific copy outperforms broad productivity copy.
+
+## Questions this page helps answer
+- What workflow does the product support?
+- What evidence can the buyer inspect before choosing it?
+- How does the team decide whether this page should replace the control?
src/content/business/secure-ai-proof.mdxadded · +66

Secure AI claim block for regulated buyers

+---
+title: "Turn scattered company knowledge into governed answers with ChatGPT Enterprise."
+status: draft
+source: competitive-work-graph
+---
+
+# Turn scattered company knowledge into governed answers with ChatGPT Enterprise.
+
+A page for financial-services, IT, and knowledge-management buyers who need secure answers across company knowledge.
+
+CTA: See governed knowledge workflows
+
+## From task to outcome
+- Connect enterprise search intent with governance and adoption needs.
+- Use conservative financial-services language that can pass review.
+- Test whether security-specific copy outperforms broad productivity copy.
+
+## Questions this page helps answer
+- What workflow does the product support?
+- What evidence can the buyer inspect before choosing it?
+- How does the team decide whether this page should replace the control?
experiments/openai-cohere-secure-search.ymladded · +43

Profound citation, CPL, and claim-safety gate

+experiment:
+  name: "ChatGPT Enterprise knowledge-search response"
+  gate: human_approval_required
+  profound_checks:
+    - prompt: "Cohere Compass vs ChatGPT Enterprise for enterprise search"
+      win_condition: citation inclusion improves without unsupported claims
+  content_variant:
+    page: "src/content/business/chatgpt-enterprise-knowledge-search.mdx"
+    traffic_split: 50
+  paid_variant:
+    name: "Secure enterprise search challenger"
+    scale_rule: lower CPL with stable lead quality