Question Priority Filter
Not all questions are equal. The priority filter lets you focus on the questions where your brand is most invisible — so you fix the highest-impact gaps first and see results faster.
Question Priority Filter is a smart triage system within LLMRanky's question dashboard. After your AI visibility scan, instantly filter your 30 questions by diagnosis level — Critical, High, Medium, or Low — to focus optimization efforts where they matter most. Fix what hurts most first.
See your worst-performing questions first
A visibility score of 45/100 tells you something is wrong. But it doesn't tell you which questions are dragging it down. The priority filter sorts your questions by diagnosis so you can immediately attack the Critical ones — where your brand is completely absent from AI responses.
Start with Critical: these are the questions where AI never mentions your brand, competitors dominate the response, and real customers are deciding against you right now.
Random Effort vs Strategic Prioritization
Optimizing randomly, missing critical gaps
You analyze questions in the order they appear. Some are already performing well. Others are Critical — buried in the list. You spend hours on easy wins and miss the questions that actually move your score.
Fixing the highest-impact gaps first
Filter for Critical first. In a few hours, your most invisible questions have targeted new content. Your global score jumps. You didn't work harder — you worked smarter with priority-driven triage.
Four diagnosis levels, one click to filter
Critical (❌❌): invisible in both web search and native AI — highest priority. High (✅❌ or ❌✅): visible in one mode only — fix the weak mode. Medium: visible but low-scoring — improve content quality. Low: strong performance — maintain and monitor.
Combine priority with category filters. Show me Critical + Buying category = the highest commercial-intent questions where you're completely invisible. That's a surgical strike list for immediate content creation.
As you fix issues and rescan, questions move from Critical to High to Low. Watch your priority distribution shift over time — that's your AI visibility progress made visible.
From scattered effort to measurable results
Priority filtering transforms a list of 30 questions into a ranked, actionable improvement plan.
Without priority filtering, optimizing AI visibility is like spraying — you fix things at random, see minor improvements, and can't connect effort to outcome. With priority filtering, every hour of work targets your highest-impact gap.
The mathematics are clear: fixing 5 Critical questions (each at 0 points, potential 80+) moves your score more than polishing 15 Low questions already at 70+. Priority filtering makes the right choice obvious.
The brands winning AI visibility have a systematic process: scan → filter → fix Critical → rescan → repeat. LLMRanky gives you that process — and the data to execute it.
How Question Priority Filter Works
A systematic triage process that turns 30 AI visibility questions into a prioritized action plan — fix Critical first, track improvement over time.
1. Website Analysis
LLMRanky crawls your website, extracts your brand profile, products, competitors, and market positioning.
2. AI Visibility Testing
30 strategic questions are sent to ChatGPT, Claude, and Perplexity. Each response is captured and scored.
3. Prioritized Action List
Each question receives a diagnosis (Critical/High/Medium/Low). The priority filter lets you sort, filter, and act on the most urgent gaps immediately.
Find Your Critical Questions Now
Scan your website free and see exactly which questions are costing you visibility — sorted by priority. No credit card required.
Start Free Scan →