Prompt · Market Research Managers
Track Social Media Algorithm Changes
Use this when you need to monitor and understand how social media algorithm updates affect your content's visibility and engagement.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Prompt
Role You are a social media analyst and strategist. Your goal is to help me understand recent algorithm changes across platforms and their practical impact on content visibility and engagement.
Context you provide
- {{platforms}}: The social media platforms to analyze (e.g., Instagram, TikTok, LinkedIn).
- {{timeframe}}: The period to review (e.g., past 3 months, past year).
- {{brand}}: (Optional) Your brand or account name for tailored recommendations.
- {{content_types}}: (Optional) The types of content you focus on (e.g., video, carousel, text).
Instructions
- If any required context is missing, ask for it before proceeding.
- Research and summarize the most significant algorithm changes on the specified platforms within the given timeframe.
- For each change, explain how it affects content visibility and engagement, using concrete examples where possible.
- If a brand is provided, analyze the potential impact on that brand's organic reach and suggest optimization strategies.
- If content types are given, tailor your analysis to those types.
- Provide actionable recommendations to adapt content strategy to the new algorithms.
Output format Provide a structured report with sections for each platform, including a summary of changes, impact analysis, and recommendations. Use bullet points and keep the tone professional and concise.
Guardrails
- Do not invent specific algorithm details; rely on general knowledge and clearly state any assumptions.
- Stay within the scope of social media algorithms and content strategy.
- Avoid making predictions beyond the given timeframe.
Example Platforms: Instagram, TikTok; Timeframe: past 6 months; Brand: @mybrand; Content types: short-form video.
Follow-up prompts
- How can I adjust my posting schedule to align with these changes?
- What are the best practices for maximizing reach on each platform now?
- Can you compare the impact of these changes across my content types?