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AI Visibility Analysis & Enhancement Workflow
Data AnalysisCozeUpdated 2026-03-30
Use this workflow to measure how often your brand appears in AI-generated answers across search engines and generate actionable insights to boost visibility.
System Prompt
Generate an AI visibility report for brand {brandName} on {platform} covering search terms {targetSearchTerms} over {timePeriod}. Include visibility score, top 10 AI answer positions, and improvement recommendations.Variable Dictionary (fill in your AI tool)
This section only explains placeholders. It is not an input form on this website. Copy the prompt, then replace variables in Coze / Dify / ChatGPT.
{brandName}Brand name
Filling hint: replace this with your real business context.
{targetSearchTerms}Comma-separated list of search terms to monitor
Filling hint: replace this with your real business context.
{timePeriod}Monitoring period, e.g., "last 30 days"
Filling hint: replace this with your real business context.
{platform}Search platform, e.g., "Google" or "Bing"
Filling hint: replace this with your real business context.
{language}Target language, e.g., "en" or "zh-CN"
Filling hint: replace this with your real business context.
Quick Variable Filler (Optional)
Fill variables below to generate a ready-to-run prompt in your browser.
{brandName}Brand name
{targetSearchTerms}Comma-separated list of search terms to monitor
{timePeriod}Monitoring period, e.g., "last 30 days"
{platform}Search platform, e.g., "Google" or "Bing"
{language}Target language, e.g., "en" or "zh-CN"
Generated Prompt Preview
Missing: 5
Generate an AI visibility report for brand {brandName} on {platform} covering search terms {targetSearchTerms} over {timePeriod}. Include visibility score, top 10 AI answer positions, and improvement recommendations.How to Use This Template
Best for
Teams that need faster data analysis output with more stable prompt quality.
Problem it solves
Reduces blank-page time, missing constraints, and inconsistent output structure from ad-hoc prompting.
Steps
- Copy the template prompt.
- Paste it into your AI tool (Coze / Dify / ChatGPT).
- Replace placeholder variables using the dictionary above.
- Run and refine constraints based on output quality.
Not ideal when
You need live web retrieval, database writes, or multi-step tool orchestration. Use full workflow automation for that.
Success Case
Input:
brandName: "Acme Corp"\ntargetSearchTerms: "Acme product, Acme support"\ntimePeriod: "last 30 days"\nplatform: "Google"\nlanguage: "en"
Output:
Visibility Score: 0.12\nTop 10 AI Answer Positions:\n1. Position 3 - https://example.com/ai-answer-1\n2. Position 7 - https://example.com/ai-answer-2\n...\nRecommendations:\n- Add FAQ structured data to product page.\n- Update support page title to "Acme Support - FAQs".
Boundary Case
Input:
brandName: ""\ntargetSearchTerms: "Acme product"\ntimePeriod: "last 30 days"\nplatform: "Google"\nlanguage: "en"
Fix:
Provide a valid brand name.
What to Try Next
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Workflow Steps
1. Call the search API to retrieve results for {targetSearchTerms} on {platform}.
2. Identify and extract AI-generated answers (e.g., ChatGPT, Bing AI) and record their positions.
3. Count AI answer occurrences and calculate visibility score (occurrences / total searches).
4. Produce a report listing the visibility score, top 10 AI answer positions with URLs.
5. Provide SEO recommendations based on score and positions (e.g., content updates, title tweaks, structured data).
Constraints
- Monitoring periods longer than 90 days may cause API timeouts.
- Platforms that do not support AI answer detection are not covered.
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