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Research

Our methodology: the Five Signal Model

How we decide what to fix, in what order, and why it actually works.

6
AI platforms tested
48%
of searches now AI-answered
58%
fewer clicks with AI answers
Free
Visibility audit
Fixed
Transparent pricing
🐝
Manchester-built

We test your visibility across the platforms your customers already ask

πŸ’¬ChatGPT🧠Claude✦GeminiπŸ”ŽPerplexity⊞Copilotβ—†Google AI OverviewsπŸ…–Google Business Profileβ˜…Trustpilot πŸ’¬ChatGPT🧠Claude✦GeminiπŸ”ŽPerplexity⊞Copilotβ—†Google AI OverviewsπŸ…–Google Business Profileβ˜…Trustpilot

Everything we do maps to five layers of trust an AI builds before it recommends a business. Get these right, in order, and you become the answer. Skip one and you’re guessing.

1 Β· Identity Clarity

Who you are, stated so plainly no AI can confuse you with someone else. Ambiguity here quietly undoes everything above it.

2 Β· Subject Authority

Documented proof you genuinely know your field, placed where AI actually reads it.

3 Β· Meaning Architecture

Content structured so machines grasp your meaning, not just your words.

4 Β· Ecosystem Validation

Independent sources across the web agreeing on your story β€” the third-party proof AI trusts most.

5 Β· Signal Consistency

The same facts, everywhere, every time. Contradiction is the fastest way to get dropped.

Free Β· No obligation

See the model applied to your business

A free audit scores you against all five layers.

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