Ness 🔴 Agentic AI Systems Instagram stats

Public reactions are below the rough 2.5% audience-size reference for this sample.

• 0.12% median public reactions per follower
• 2.5% rough audience-size reference
• 24 posts with public response totals sampled

The captured sample has limited format coverage.

• 1 content formats found
• 24 posts sampled

The public sample shows limited repeated identity or topic signals.

• Display name and handle have limited overlap
• Category unavailable
• Recurring topics: comment, follow, claude

The bio gives visitors enough context to understand the account.

• 122 visible bio characters
• 9 distinct topic words
• Public destination found

The profile and sampled content provide recurring identity and topic signals.

• Display name and handle have limited overlap
• Recurring topics: comment, follow, claude
• Category unavailable

The profile has strong public identity and context signals.

• Bio found
• Public destination found
• Category unavailable

The profile provides public context and a destination beyond the platform.

• Public destination found
• Public description found
• No public contact field returned

The captured sample shows frequent, current publishing.

• Newest visible post is 1 days old
• 22 posts published in the 30-day window
• 5.1 visible posts per week

Most sampled posts provide enough visible text to establish useful context.

• 24 of 24 posts included text
• 24 included at least 40 characters
• 24 included at least 120 characters