A 7-stage autonomous loop

Running silently in the background every week to keep your brand top-of-mind for AI.

Step 1: Query Generation

We auto-generate brand, category, and competitor queries tailored to your industry. 20–75 queries per week.

Step 2: Response Capture

Every query fires across ChatGPT, Perplexity, Gemini, Claude, and Bing AI simultaneously.

Step 3: Citation Parsing

An LLM reads every response and extracts 5 signals: position, sentiment, and context.

Step 4: Score Calculation

Five weighted signals collapse into your AEO Score (0–100) tracked weekly.

Step 5: Gap Analysis

We record exactly why competitors won — missing schema, weak entity authority, or no FAQ.

Step 6: Playbook Generation

Gaps become a prioritized action list: content to write, schema to add, backlinks to pursue.

Step 7: Review & Execute

Nothing touches your site without approval. You review and execute on your timeline.