SHIRO & Co.

Visible World Audit

Neutral vs AI Framing Audit

Evidence

Screenshots and ranked exposures captured by observation runs. Paths are served through the evidence API. This is not a report.

OBSERVEDREFRESHED
Timestamp
2026-09-25 19:41:55Z
Persona
Security framing
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8gix00048odxzu6m24lb&persona=cmuhd0xto000d8o40cv6arkt6&framing=security
REFRESHED screenshot

Ranked exposure

  1. 01 Cybersecurity Marketing Director JOB-SEC-001
  2. 02 Security Product Marketing Lead JOB-SEC-002
  3. 03 Zero Trust GTM Manager JOB-SEC-003
  4. 04 Enterprise Security Marketing Lead JOB-SEC-004
  5. 05 AI Marketing Director JOB-AI-001
  6. 06 B2B Marketing Director JOB-SAAS-001
  7. 07 Edge AI Marketing Director JOB-IND-001
  8. 08 Threat Intelligence Product Marketing JOB-SEC-005
  9. 09 GenAI Product Marketing Lead JOB-AI-002
  10. 10 SaaS Product Marketing Lead JOB-SAAS-002

Open evidence item

OBSERVEDINITIAL
Timestamp
2026-09-25 19:41:46Z
Persona
Security framing
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8gix00048odxzu6m24lb&persona=cmuhd0xto000d8o40cv6arkt6&framing=security
INITIAL screenshot

Ranked exposure

  1. 01 AI Marketing Director JOB-AI-001
  2. 02 B2B Marketing Director JOB-SAAS-001
  3. 03 Cybersecurity Marketing Director JOB-SEC-001
  4. 04 Edge AI Marketing Director JOB-IND-001
  5. 05 GenAI Product Marketing Lead JOB-AI-002
  6. 06 SaaS Product Marketing Lead JOB-SAAS-002
  7. 07 Security Product Marketing Lead JOB-SEC-002
  8. 08 Physical AI Business Development Lead JOB-IND-002
  9. 09 AI Strategy Manager JOB-AI-003
  10. 10 Enterprise Demand Generation Director JOB-SAAS-003

Open evidence item

OBSERVEDREFRESHED
Timestamp
2026-09-25 19:41:35Z
Persona
AI framing
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8gix00048odxzu6m24lb&persona=cmuhd0u1u00078o40ag33kdlf&framing=ai
REFRESHED screenshot

Ranked exposure

  1. 01 AI Marketing Director JOB-AI-001
  2. 02 GenAI Product Marketing Lead JOB-AI-002
  3. 03 AI Strategy Manager JOB-AI-003
  4. 04 Enterprise AI GTM Director JOB-AI-004
  5. 05 B2B Marketing Director JOB-SAAS-001
  6. 06 AI Platform Marketing Lead JOB-AI-005
  7. 07 Cybersecurity Marketing Director JOB-SEC-001
  8. 08 Edge AI Marketing Director JOB-IND-001
  9. 09 SaaS Product Marketing Lead JOB-SAAS-002
  10. 10 Applied AI Business Development Director JOB-AI-006

Open evidence item

OBSERVEDINITIAL
Timestamp
2026-09-25 19:41:26Z
Persona
AI framing
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8gix00048odxzu6m24lb&persona=cmuhd0u1u00078o40ag33kdlf&framing=ai
INITIAL screenshot

Ranked exposure

  1. 01 AI Marketing Director JOB-AI-001
  2. 02 B2B Marketing Director JOB-SAAS-001
  3. 03 Cybersecurity Marketing Director JOB-SEC-001
  4. 04 Edge AI Marketing Director JOB-IND-001
  5. 05 GenAI Product Marketing Lead JOB-AI-002
  6. 06 SaaS Product Marketing Lead JOB-SAAS-002
  7. 07 Security Product Marketing Lead JOB-SEC-002
  8. 08 Physical AI Business Development Lead JOB-IND-002
  9. 09 AI Strategy Manager JOB-AI-003
  10. 10 Enterprise Demand Generation Director JOB-SAAS-003

Open evidence item

OBSERVEDREFRESHED
Timestamp
2026-09-25 19:41:08Z
Persona
Neutral framing
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8gix00048odxzu6m24lb&persona=cmuhd0qb800018o40p5gwgxth&framing=default
REFRESHED screenshot

Ranked exposure

  1. 01 AI Marketing Director JOB-AI-001
  2. 02 B2B Marketing Director JOB-SAAS-001
  3. 03 Cybersecurity Marketing Director JOB-SEC-001
  4. 04 Edge AI Marketing Director JOB-IND-001
  5. 05 GenAI Product Marketing Lead JOB-AI-002
  6. 06 SaaS Product Marketing Lead JOB-SAAS-002
  7. 07 Security Product Marketing Lead JOB-SEC-002
  8. 08 Physical AI Business Development Lead JOB-IND-002
  9. 09 AI Strategy Manager JOB-AI-003
  10. 10 Enterprise Demand Generation Director JOB-SAAS-003

Open evidence item

OBSERVEDINITIAL
Timestamp
2026-09-25 19:41:05Z
Persona
Neutral framing
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8gix00048odxzu6m24lb&persona=cmuhd0qb800018o40p5gwgxth&framing=default
INITIAL screenshot

Ranked exposure

  1. 01 AI Marketing Director JOB-AI-001
  2. 02 B2B Marketing Director JOB-SAAS-001
  3. 03 Cybersecurity Marketing Director JOB-SEC-001
  4. 04 Edge AI Marketing Director JOB-IND-001
  5. 05 GenAI Product Marketing Lead JOB-AI-002
  6. 06 SaaS Product Marketing Lead JOB-SAAS-002
  7. 07 Security Product Marketing Lead JOB-SEC-002
  8. 08 Physical AI Business Development Lead JOB-IND-002
  9. 09 AI Strategy Manager JOB-AI-003
  10. 10 Enterprise Demand Generation Director JOB-SAAS-003

Open evidence item