GEOsizz

AI Visibility Lab v1.5.4 CLv1.6

Research Cockpit · Viz-O-Meter · Page Validation · GEO Audit Engine · QA / Rescan

Research Cockpit

Competitive analysis workspace. Use the active LLM sources, paste results back into the matching boxes, then generate the customer-facing consensus and Viz-O-Meter.

1. InputsCompany, website, market, audience.
2. PromptCopy the generated competitive prompt.
3. LaunchOpen active LLMs.
4. PasteUse labeled result boxes.
5. AnalyzeCreate consensus and scores.

Generated Competitive Analysis Prompt

Viz-O-Meter mode: use Scorecard-Only to get just competitor names and scorecard data faster. Use Detailed when you want the full audit-style response.

Combined AI Findings

Viz-O-Meter

⏳ Engine loading...

PDF/PNG exports snapshot the report currently shown below. They do not rerun analysis or change competitor data.

Output to Feed Audit + Punch List + Implementation Docs

Owner insight → AI visibility material
Generated Human Intelligence stays hidden by default so the workflow stays clean. Use the brief only when you need to inspect the source material.
Not generated yet.
Human Intelligence Brief will be available for Audit, Punch List, Implementation Docs, and Rescan QA after generation.

AI Answer Paragraph

Positioning Statement

FAQ Ideas

Prompt Targets

Audit Output Simple Proposal Audit

AI Visibility Punch List

Page/Section Touch List
Clean formatted view of every URL/section that should be touched, why it matters, and what needs to be added.

Implementation Files

Copy/Paste Output
Generates exact content based on the punch list: summaries, headings, FAQs, schema guidance, internal links, and QA criteria.

Missed Items Report

Project