Predictive Decisions - GEO Style Feature

What is Predictive Decisions?

Conditional base rates from your own completed actions: the share of similar decisions that improved within 60 days, with sample size, a credible interval, and a measured Brier score.

Key Benefit: Prioritize where history says action works

Subscription Tier: PRO

Feature Category: Explain

How Predictive Decisions Works

Predictive Decisions estimates P(status improves within 60 days | action type, starting status) from completed Moves that recorded a before-status and a later DecisionChangeHistory transition. Rates shrink toward coarser segments when brand history is thin, and the UI suppresses the number entirely below the sample threshold — never a fabricated percentage. Every live estimate is persisted at completion time so Impact can show calibration (Brier score and reliability bins). These are observational base rates conditioned on “an action was completed,” not a proven treatment effect.

Why Predictive Decisions Matters for AI Visibility

Predictive Decisions is essential for optimizing your brand's visibility in AI-powered search results and recommendations. As AI systems like ChatGPT, Claude, Gemini, Perplexity, and Microsoft Copilot become primary sources of information for B2B buyers, understanding and optimizing for AI discovery is critical. Predictive Decisions helps you prioritize where history says action works, making it easier for AI systems to find, understand, and recommend your brand when users ask relevant questions.

AI Models Supported

Predictive Decisions works across all major AI platforms including OpenAI ChatGPT, Anthropic Claude, Google Gemini, Perplexity AI, Microsoft Copilot, and DeepSeek. This ensures comprehensive coverage of how your brand appears in AI-generated responses across different models and use cases.

Use Cases for Predictive Decisions

Here are the primary ways businesses use Predictive Decisions to improve their AI visibility:

• Use Case 1: See the chance of improvement on a decision before you start the work
• Use Case 2: Compare sample size and credible interval, not just a point estimate
• Use Case 3: Watch forecast accuracy on Impact as predictions resolve
• Use Case 4: Keep the Prioritize order unchanged while the probability is display-only

Getting Started with Predictive Decisions

To start using Predictive Decisions, sign up for a pro account on GEO Style. The PRO tier provides full access to Predictive Decisions along with advanced features and higher limits.

Related Features

• Moves to Win: Actionable recommendations bound to specific decisions and competitors. Tracks effectiveness by measuring decision status changes after completion with effectiveness scores (0-100). Take action that works
• Decision Feed: Command queue of buying decisions you're winning or losing, ranked by impact score. Shows status (LOST, WEAK, COMPETITIVE, WON), winning competitor, explanation, and suggested actions. Prioritize high-impact opportunities
• Change Detection: Automatically track decision status changes and competitor movements over time. Records changes in DecisionChangeHistory with real-time alerts via GraphQL subscriptions. Stay ahead of competitive shifts

GEO and Generative Engine Optimization

Predictive Decisions is part of GEO Style's comprehensive suite of Generative Engine Optimization (GEO) tools. Unlike traditional SEO which optimizes for search engine rankings, GEO optimizes for AI discovery and recommendations. This means your content, brand information, and expertise are structured and presented in ways that AI systems can easily understand, cite, and recommend to users asking relevant questions.

Keywords and Topics

Relevant keywords: predictive decisions, AI visibility, GEO, Generative Engine Optimization,explain, AI recommendations, ChatGPT optimization, Claude optimization, Gemini optimization, Perplexity optimization, AI discovery, B2B AI visibility, pro tier features.