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Keyword Visibility

Find out why AI assistants aren't recommending you — and fix it.

Keyword Visibility expands your target keywords into natural-language questions real people ask, then tests your chatbot's answers against five GEO scoring dimensions: relevance, clarity, authority, product mention, and citeability. Every weak answer comes with a specific, actionable improvement plan.

The Discovery Problem It Solves​

Your content might be great, but if AI assistants can't find clear, extractable answers when users ask questions, you're invisible. Keyword Visibility shows you what questions people ask that you're not optimized for, then tests whether your answers are good enough for AI citation.

What It Does​

  • Takes your target keywords and expands them into natural-language questions across the buyer's journey (awareness → consideration → evaluation → decision)
  • Asks your own ai12z chatbot each question to see what it returns
  • Scores every answer on 5 critical GEO dimensions
  • Identifies comparison coverage gaps — are you handling competitive comparison queries?
  • Identifies amplification gaps — platforms where you have no presence (YouTube, Reddit, etc.)
  • Generates a detailed audit report with per-keyword scorecards
  • Provides exact recommendations for improvement with examples

How to Generate a Report​

🛠️ Step 1: Navigate to Keyword Visibility​

From the ai12z GEO portal, select Keyword Visibility from the navigation menu.

🛠️ Step 2: Click + Generate Report​

Click the + Generate Report button in the top-right corner.

🛠️ Step 3: Enter Your Keywords​

FieldDescription
KeywordsEnter the keyword phrases you want to track, one per line. Each line will be processed as an individual keyword phrase.

Example keywords:

ai chatbot
enterprise ai
hipaa compliant ai

🛠️ Step 4: Submit and Wait​

Click Submit Job. The analysis runs asynchronously. Click Refresh to check for completion.

🛠️ Step 5: View Your Report​

Once complete, click View Report to see the full analysis.

Scoring Dimensions​

Each answer is scored across five dimensions that combine into a weighted GEO Score:

DimensionWeightWhat It Measures
Relevance25%Does the answer directly address the question?
Product Mention20%Is your product/service properly positioned?
Clarity20%Is the answer concise and jargon-free?
Authority15%Does it include specifics, data, or expert framing?
Citeability20%Can AI assistants extract and attribute the answer?

GEO Score = Relevance × 0.25 + Product Mention × 0.20 + Clarity × 0.20 + Authority × 0.15 + Citeability × 0.20

Key Outputs​

  • Average GEO Score (0–100) — Overall performance across all generated questions
  • Strong / Moderate / Weak Breakdown — Count of answers scoring 80+, 50–79, and below 50
  • Per-Question Scorecards — Each question with all 5 dimension scores, answer excerpt, gap analysis, and specific recommendation
  • Comparison Coverage — How well you handle competitive comparison queries
  • Amplification Gaps — Platforms where you're missing presence (YouTube videos, Reddit discussions, etc.)
  • Top Gaps Summary — 3–5 most common weaknesses across all answers
  • PDF Report — Comprehensive audit with keyword breakdown and heatmap

Understanding the Report Table​

ColumnDescription
DateWhen the report was generated
KeywordsThe keyword phrases that were analyzed
SummaryNumber of keywords and expansions processed
ReportLink to view the full report

Perfect For​

  • SEO teams measuring AI visibility
  • Content teams improving answer quality
  • Product marketing ensuring competitive positioning
  • Knowledge base managers optimizing documentation

Example Use Case​

An enterprise AI platform tests 15 keywords like "enterprise chatbot", "HIPAA compliant AI", and "secure AI deployment". The audit reveals weak citeability scores — answers are accurate but too conversational for AI assistants to extract. They restructure their knowledge base with clear, attributable statements and see a 3x increase in AI assistant recommendations within 30 days.