Ask Engine Question Prioritization Calculator

Welcome to the Question Prioritization Calculator

This interactive dashboard helps you identify, score, and act on the buyer questions that matter most for AI visibility. Prioritize the questions where you can win, map your content assets, and audit whether AI platforms are already citing your competitors.

☰ Dashboard Tabs

Question Prioritization

Enter up to 20 buyer questions and score each on three dimensions (1-5): Purchase Proximity, Your Authority, and Competition Gap. A weighted Composite Score auto-calculates, giving you a Priority Level from "Low Priority" to "Priority Target."

Content Asset Mapping

For each target question, plan the content asset you will create. Choose a content type, draft the direct answer (first 50 words), add a credential signal, supporting evidence, and a quotable takeaway. Track status from Idea to Performing.

Competitor Citation Audit

Test 10 questions across ChatGPT, Perplexity, and Gemini. Record whether your brand is mentioned, which competitors appear, and note gaps. The Brand Mention Rate tells you where you stand.

✓ How to Get Started

Step 1: Click Question Prioritization. Enter the buyer questions your audience asks, then score each on the three dimensions.
Step 2: Focus on questions scoring above 75% (Priority Targets). These are your highest-opportunity content topics.
Step 3: For each Priority Target, switch to Content Asset Mapping and plan the content piece. Draft a direct answer, credential, and takeaway.
Step 4: Go to Competitor Citation Audit. Ask each question in ChatGPT, Perplexity, and Gemini. Record results to identify gaps you can fill.

⚙ Key Features

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Auto-SaveAll entries save automatically in your browser. Close and reopen anytime.

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Export & Import JSONDownload your data for backup or transfer between devices.

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Auto-Calculated ScoresComposite scores and priority levels update instantly as you enter ratings.

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Reset All DataClear everything and start fresh with the red Reset button.

Score each buyer question on 3 dimensions (1-5), then review the auto-calculated Composite Score and Priority Level.

Purchase Proximity: 1=Just curious, 3=Actively researching, 5=Ready to buy | Your Authority: 1=No content, 3=Some coverage, 5=Definitive resource | Competition Gap: 1=Saturated, 3=Moderate, 5=Wide open

Total Questions Scored

Priority Targets (Score > 75)

Average Composite Score

#	Buyer Question	Purchase Proximity	Your Authority	Competition Gap	Composite Score	Priority Level