SHIRO & Co.

Visible World Audit

AI Skill Signal Probe

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 21:45:02Z
Persona
Skill-signal unspecified control
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8d6000038odx0i9hilzj&persona=cmuhhd78000178ou8tv0m3k9r&skill=unspecified
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 21:44:58Z
Persona
Skill-signal unspecified control
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8d6000038odx0i9hilzj&persona=cmuhhd78000178ou8tv0m3k9r&skill=unspecified
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 21:44:46Z
Persona
No AI skill signal
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8d6000038odx0i9hilzj&persona=cmuhhd2vw00118ou8bamh3hvt&skill=none
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 21:44:42Z
Persona
No AI skill signal
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8d6000038odx0i9hilzj&persona=cmuhhd2vw00118ou8bamh3hvt&skill=none
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 21:44:32Z
Persona
Adjacent technical skill
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8d6000038odx0i9hilzj&persona=cmuhhcxd7000v8ou8j6pm8inh&skill=adjacent
REFRESHED screenshot

Ranked exposure

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

Open evidence item

OBSERVEDINITIAL
Timestamp
2026-09-25 21:44:22Z
Persona
Adjacent technical skill
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8d6000038odx0i9hilzj&persona=cmuhhcxd7000v8ou8j6pm8inh&skill=adjacent
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 21:44:09Z
Persona
AI skill explicit
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8d6000038odx0i9hilzj&persona=cmuhhcsyy000p8ou8aomsxu14&skill=ai-explicit
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 21:44:00Z
Persona
AI skill explicit
URL
https://visible.shiroand.io/lab/recommendation?experiment=cmuhb8d6000038odx0i9hilzj&persona=cmuhhcsyy000p8ou8aomsxu14&skill=ai-explicit
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