SourceUpdated 4d ago · 167 words
AI Visibility Readiness — what actually moves the score
Overview
The Realtor Maps AI Visibility score is derived from two engines, both rated on a scale of 0–100, and then averaged.
Engine A — GBP Audit (gbp_score)
This engine evaluates eleven factors across four pillars: claimed, complete, recent, and reviewed. The two most effective actions to improve this score are:
- Claiming the profile.
- Maintaining the gbp/posting-cadence.
Photos and reviews contribute positively to the score and do not expire.
Engine B — AI Answer Inclusion (ai_score)
This engine conducts a weekly assessment using buyer-style prompts against five models: ChatGPT, Gemini, Claude, Grok, and Perplexity. Additionally, it includes an AI-readiness check on the agent's own website. Key aspects include:
- Validity of geo/schema-jsonld.
- Compliance with geo/answer-first-content.
The inclusion aspect relies on the effectiveness of ai/chatgpt-citation-signals, with no shortcuts available.
What Doesn't Move the Score
Factors that do not influence the score include:
- Social posting cadence (refer to channels/instagram-for-agents).
- Blog post volume.
- Paid SEO tools.
- Any