Raph Guilhem Instagram stats

Raph Guilhem builds creative systems for marketing teams, but the bio leaves his role and the systems’ AI focus undefined.

• The display name identifies Raph Guilhem.
• The bio says he is building creative systems for marketing teams.
• The email address provides a direct contact route.

Public reactions are below the rough 1.2% audience-size reference for this sample.

• 0.63% median public reactions per follower
• 1.2% rough audience-size reference
• 24 posts with public response totals sampled

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

• Display name and handle have limited overlap
• Recurring topics: comment, receive, video
• Category unavailable

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

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

The captured sample is broad enough to compare format results.

• 2 content formats found
• 24 posts sampled

The captured sample shows frequent, current publishing.

• Newest visible post is 0 days old
• 11 posts published in the 30-day window
• 2.6 visible posts per week

The posts consistently support the marketing-systems claim through AI creative tools, advertising workflows, brand operations, and campaign automation.

• Slack workflows connect advertising, CRM, analytics, and inbox tasks.
• A company-brain workflow stores brand assets, rules, and messaging.

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
• Public contact field found