AI Category
Visibility Map

Most tools track if you rank for "best CRM software." But AI doesn't stop there—it asks follow-up questions about team size, budget, and existing tools. This tool maps your visibility across those scenarios.

AI Category Visibility Map

"Best CRM for agencies"

Global
GPT-4o

Baseline answer + 12 follow-up scenarios

Rankings
Sources
Qualifiers
Rank
Brand
Score
1
Salesforce
95%
2
HubSpot
92%

Follow-up Qualifiers

AI-Derived
Team Size

AI asks about company size (Small, Mid, Enterprise).

1. HubSpot1
2. Zoho2
Budget

AI refines by budget ranges (Free, Low-cost, Premium).

1. Monday1
2. HubSpot4

Why Follow-Up Qualifiers Matter

These follow-up qualifiers reveal the long-tail buying intent. Your visibility across these scenarios matters as much as the baseline ranking.

Standard AEO

The "Baseline" Prompt

"What's the best CRM software?"

ResultRank #3

Treating the baseline prompt as traditional SEO is incomplete. Tracking a single prompt ignores the conversational nature of AI and mimics only the start of the journey, not the destination.

AI Reality

The Active Conversation

"Are you B2B or B2C? Do you use Slack? What is your budget per seat?"

ResultVariable Ranking

Recommendations on AI happen in a multi-threaded conversation. Unlike static search results, this tool tracks those critical next steps where the user refines their intent to find the perfect match.

How It Works

1. Extract Qualifiers

We run the baseline prompt and extract the follow-up qualifiers AI introduces (team size, budget, existing tools, use case).

2. Generate Segments

We create specific scenarios within each qualifier—size bands (1-10, 11-50), budget ranges, "uses Slack" vs "doesn't."

3. Map Visibility

We run 20-30 prompts across segments and see where you rank vs. competitors in each scenario, with full citations.

What's In The Report

Comprehensive analysis of your AI footprint.

Baseline Snapshot

Your ranking for the generic category prompt, with citations, sources, and initial competitor analysis.

Segment Win Rate

How often you rank in the top 3 across all scenarios (e.g., 15 out of 20 segments = 75% win rate).

Qualifier Breakdown

Detailed rankings across each follow-up qualifier—team size, budget, existing tools, and specific use cases.

Primary Threat

Which competitor outranks you most often across segments (e.g., Salesforce beats you in 8 out of 15 scenarios).

Methodology & Constraints

  • Snapshot, not definitive AI responses are stochastic. This is a point-in-time view. Trend analysis over time is recommended.
  • ChatGPT only Currently using GPT-5.2 with web search enabled (triggers ~99% of time).
  • API vs. UI Results generated via API. In B2B SaaS, results converge closely with UI due to smaller brand universes.
  • Relevance over Infinity Segments are generated based on the model's own knowledge of your category, not arbitrary lists.
  • Explicit Citations Only sources explicitly cited by the AI are listed. Implicit knowledge is not sourced.
  • Context Sensitive Results vary based on chat history and personalization settings.

Request Your Report

I'll need a few details about your brand to generate the report.