Learnability Testing
& Visibility Scoring
If Your Brand Is Actually Visible in GenAI?
If you’re not showing up in ChatGPT, Gemini, or Perplexity, you’re invisible where buyers search today.
This pillar gives you a way to measure and improve your brand’s AI visibility — across prompts, engines, and answers.
Why Your Brand’s
SEO Metrics Can Be Misleading
Traditional SEO
- “We rank #1 on Google — we’re visible.”
- “We’re producing high volumes of content.”
- “We’ve done SEO — we should appear in AI tools.”
GenAI-Era Discovery
- GenAI tools don’t use SERPs — they generate answers.
- Content without structure won’t get cited.
- SEO tactics don’t cover prompt-based visibility.
What You Can Measure
— and Why It Matters
GenAI visibility isn’t a guess anymore. These are the signals you can now test and improve.
Prompt Visibility
Testing
Check if your brand appears in GenAI responses for high-intent queries you should rank for.
Prompt Coverage Scoring
Measure how many funnel-stage prompts your brand currently answers — and where gaps exist.
Learnability
Benchmarking
Test how well GenAI understands your products, personas, and category fit compared to competitors.
Answer Trustworthiness
Checks
Analyze how your brand is positioned when cited: Are you the lead answer? An alternative? Or missing entirely?
How We Measure
Your Brand’s GenAI Visibility
A 5-step testing system designed to show where you stand — and how to improve it.
Step 1
Prompt Mapping
Identify high-value prompts aligned with your industry, audience, and buying stages.
Step 2
Engine Testing
Run prompt-level tests across ChatGPT, Gemini, Perplexity, Claude, and others.
Step 3
Learnability Audi
Measure recognition, ranking, and citation strength across different engines.
Step 4
Visibility Scoring
Assign scores by prompt type, funnel stage, and AI engine — visualized in dashboards.
Step 5
Optimization Feedback Loop
Feed the insights back into other VISIBLE™ pillars for structured improvement.
Track Your Brand’s
AI Visibility Like a Pro
Use these tools to audit, score, and visualize how GenAI platforms see your brand.
Prompt Visibility Audit Template
Run and record tests across top AI tools using structured queries
GEO Visibility Scorecard Framework
Track prompt-level performance and segment results by intent stage
Live Prompt Tracker Dashboard
Monitor GenAI prompt outcomes across tools, personas, and query types
What Brands Ask About
Learnability and Visibility Testing
Here’s what you need to know to start measuring how GenAI engines see, rank, and cite your brand.
Q1: What is Learnability Testing in GenAI visibility?
A: It’s how you check whether GenAI tools recognize your brand, understand your product, and surface you in relevant prompts.
Q3: Can I use SEO tools to track GenAI visibility?
A: No — most SEO tools don’t track GenAI responses. You need prompt-based scoring systems designed for LLM-generated outputs.
Q5: What if I’m only showing up in one engine?
A: That’s common — different LLMs use different data. You’ll need to diversify citations and test across platforms.
Q7: How often should visibility be tested?
A: Every 30–60 days. GenAI models update frequently, and visibility can shift based on prompt structure or model training data.
Q9: What happens after I find low visibility areas?
A: You plug those insights back into other VISIBLE™ pillars — to improve structure, citations, or prompt alignment.
Q2: Why do GenAI engines need prompt-level testing?
A: Because GenAI visibility happens at the response layer — not in SERPs. Prompt testing shows if you’re included or overlooked.
Q4: What’s the difference between learnability and rankings?
A: Rankings show search placement. Learnability shows if AI models understand and cite your brand in natural answers.
Q6: Can I test competitor visibility too?
A: Yes — prompt benchmarking helps compare how often your competitors appear and in what context they’re cited.
Q8: What does a visibility score actually show me?
A: It shows how often your brand is mentioned, how confidently it’s cited, and which prompts you’re winning, losing, or missing.
Q10: Does your team help implement this framework?
A: Yes — we provide full testing, scoring dashboards, and strategic support to raise your GenAI visibility metrics over time.
You Shouldn’t Wonder If You’re Visible
— You Should Know
Join the
Agency Partner Program
Access training, playbooks, and tools designed for agencies ready to lead in Generative Engine Optimization.
Submit an Enquiry
If you're a business looking to apply the VISIBLE™ framework,
fill out the form below.
A Framework By
SocialChamps is a result-oriented Soical Media Marketing & Digital Marketing Company in Pune, we are dedicated to delivering targeted results for your business.
