Small Vendor Exposure Audit
Observation run
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- Persona
- Emerging vendor context
- Status
- COMPLETED
- Started
- 2026-09-25 21:45:48Z
- Last activity
- 2026-09-25 21:46:03Z
- Completed
- 2026-09-25 21:46:03Z
- Runner
- mock-recruitment
- Input notes
- BATCH2 | conditionKey=vendor-emerging | variable=vendorScale:emerging | runner=fly:visible-world-audit-runner | adapter=mock-recruitment | subject=product-marketing-role-discovery
INITIAL
OBSERVED
Observed Top 10
- 01 AI Marketing Director JOB-AI-001
- 02 B2B Marketing Director JOB-SAAS-001
- 03 Cybersecurity Marketing Director JOB-SEC-001
- 04 Edge AI Marketing Director JOB-IND-001
- 05 GenAI Product Marketing Lead JOB-AI-002
- 06 SaaS Product Marketing Lead JOB-SAAS-002
- 07 Security Product Marketing Lead JOB-SEC-002
- 08 Physical AI Business Development Lead JOB-IND-002
- 09 AI Strategy Manager JOB-AI-003
- 10 Enterprise Demand Generation Director JOB-SAAS-003
Action
CLICK JOB-AI-001 · AI Marketing Director
OBSERVEDObserved eventAction
CLICK JOB-AI-002 · GenAI Product Marketing Lead
OBSERVEDObserved eventAction
CLICK JOB-AI-003 · AI Strategy Manager
OBSERVEDObserved eventAction
REFRESH_VISIBLE_WORLD · REFRESH VISIBLE WORLD
OBSERVEDObserved eventREFRESHED
OBSERVED
Observed Top 10
- 01 AI Marketing Director JOB-AI-001
- 02 GenAI Product Marketing Lead JOB-AI-002
- 03 AI Strategy Manager JOB-AI-003
- 04 Enterprise AI GTM Director JOB-AI-004
- 05 B2B Marketing Director JOB-SAAS-001
- 06 AI Platform Marketing Lead JOB-AI-005
- 07 Cybersecurity Marketing Director JOB-SEC-001
- 08 Edge AI Marketing Director JOB-IND-001
- 09 SaaS Product Marketing Lead JOB-SAAS-002
- 10 Applied AI Business Development Director JOB-AI-006
Observed records
- OBSERVEDNOT TESTED
JOB-AI-004 entered Top 10.
- OBSERVEDNOT TESTED
JOB-AI-005 entered Top 10.
- OBSERVEDNOT TESTED
JOB-AI-006 entered Top 10.
- OBSERVEDNOT TESTED
JOB-SEC-002 left the observed Top 10.
- OBSERVEDNOT TESTED
JOB-IND-002 left the observed Top 10.
- OBSERVEDNOT TESTED
JOB-SAAS-003 left the observed Top 10.
- OBSERVEDNOT TESTED
3 AI-category items were clicked before the refreshed ranking.
- OBSERVEDNOT TESTED
JOB-AI-004 entered the observed Top 10.
- OBSERVEDNOT TESTED
JOB-AI-005 entered the observed Top 10.
- OBSERVEDNOT TESTED
JOB-AI-006 entered the observed Top 10.
- OBSERVEDNOT TESTED
JOB-SEC-002 was present in the source Top 10 and absent from the target Top 10.
- OBSERVEDNOT TESTED
JOB-IND-002 was present in the source Top 10 and absent from the target Top 10.
- OBSERVEDNOT TESTED
JOB-SAAS-003 was present in the source Top 10 and absent from the target Top 10.
- OBSERVEDNOT TESTED
AI / GenAI representation increased from 30% to 60% in the observed Top 10.
- OBSERVEDNOT TESTED
Cybersecurity representation decreased from 20% to 10% in the observed Top 10.
- OBSERVEDNOT TESTED
General B2B SaaS representation decreased from 30% to 20% in the observed Top 10.
- OBSERVEDNOT TESTED
Industrial / Edge / Physical AI representation decreased from 20% to 10% in the observed Top 10.
- OBSERVEDNOT TESTED
Top 10 Jaccard overlap was 0.54.