Helping Businesses UnderstandHow AI Sees Them
Customers are increasingly asking AI tools who to choose, what to buy and which businesses they can trust. BotBrief helps businesses understand what AI can recognise, what may reduce recommendation confidence, and what to improve first.
BotBrief is a product of Qdeals Portals Ltd, a UK registered company.
What BotBrief Does
A structured AI visibility review built around four clear signal areas.
Identify what AI understands
See the business, service and trust signals AI can already recognise.
Spot what may weaken confidence
Identify gaps that may make AI less confident about recommending the business.
Score visibility clearly
Get a structured 100-point diagnostic across four visibility signal areas.
Show what to fix next
Turn the findings into clear priorities and practical next steps.
How We Calculate Your AI Visibility Score
Your Snapshot score is based on four signal areas, each worth up to 25 points.
Business Understanding
Can AI clearly understand what your business does, who it serves and where it operates?
Brand Clarity
Is your business clearly identified and differentiated in a way AI can understand?
Trust Signals
Does the website provide credible information that helps establish trust and legitimacy?
AI Recommendation Confidence
Does the content provide enough clear, relevant and credible information for AI to confidently consider recommending the business?
The score is a diagnostic indicator based on the content reviewed. It is not a guarantee of recommendation or ranking by any individual AI platform.
What We Analyse
BotBrief reviews visible website signals that help AI understand and evaluate a business. This can include business descriptions, services, locations, trust information, contact details, proof signals and other visible content relevant to recommendation confidence.
Why a Structured AI Visibility Review Matters
General AI tools can provide useful feedback, but results can vary depending on how the question is asked and what information is reviewed. BotBrief uses a defined framework and consistent review structure so businesses can assess the same core visibility signals more clearly.
Consistent Framework
The same core visibility areas are assessed in a structured way.
Clear Scoring
A 100-point diagnostic gives businesses a clearer benchmark than a general opinion.
Actionable Output
Findings are translated into practical priorities and next steps.
Free Snapshot vs Fix Plan
Free
Free Snapshot
- Free personalised diagnostic
- AI Visibility Score
- What AI understands
- Signals that may weaken recommendation confidence
- Delivered by email
Paid — £49
Fix Plan
- Deeper AI visibility review
- Customer-style searches tested
- Competitor patterns identified
- Prioritised actions
- Practical implementation guidance
- Ready-to-use website wording where appropriate
- Reviewed before delivery
- Delivered within 3 business days of payment
What BotBrief Can and Cannot Promise
AI results can vary across tools, prompts, users and over time. BotBrief does not promise rankings or guaranteed recommendations. Our goal is to help make your business easier for AI to understand, evaluate and confidently consider.
Transparency
We explain what is being assessed and what the findings mean.
Actionability
We focus on clear, prioritised actions businesses can take.
Trust
Paid Fix Plans are reviewed before delivery rather than simply generated and sent automatically.
Would AI Recommend Your Business?
Get your free AI Visibility Snapshot in minutes. No credit card, no commitment — just clear, actionable insights.
Get My Free AI Visibility Score