AI visibility
Where a brand appears in AI answers, summaries, and recommendation sets.
Platform direction Coming soon
AI Recommendation Platform for Search Teams
See how your brand could appear in AI answers, comparison prompts, Google AI Overviews, and recommendation-style search journeys.
Built around recommendation behaviour, competitor patterns, source influence, and practical SEO actions.
Platform workspaceConnect visibility to the reason behind it
Interface conceptVisibility68%Pattern review
Mentions142Tracked answers
Sources89Influence signals
Share24%Recommendation set
Brand presence trendLast 8 weeks
BrandCompetitor
Answer shareBy system
24%
ChatGPTGemini
Prompt coverageJourney areas
ActionsNeeds attention
- Entity clarity High
- Source gaps 6
- Competitor overlap Review
AI
AI visibilityAnswer and mention patterns.
CP
CompetitorsWho appears more often.
SI
SourcesWhat shapes the answer.
SEO
ActionsWhat should improve next.
Focused analysis
Review the Parts That Shape AI Visibility
A useful AI visibility review cannot stop at one score. It needs to connect prompts, answers, competitors, sources, and the SEO work behind them.
Competitor patterns
Which competitors are named more often and where they look stronger.
Source influence
The pages, profiles, reviews, articles, and sources that may support an answer.
SEO actions
The pages, schema, proof, and content work that need attention.
AI-generated discovery
Search Journeys Now Start Inside the Answer
AI systems summarise information, compare brands, influence shortlists, and provide guidance before a user visits a website.
Summarise
Multiple sources become one direct answer.
Compare
Brands are evaluated inside the response.
Shortlist
Recommendations influence which options move forward.
Answer
Guidance appears before a normal search-result click.
Context changes the answer
Every Industry Has a Different AI Search Journey
Prompts, trust requirements, authority signals, and source ecosystems change with the market and the decision being made.
Legal
Matter intent, firm credibility, reviews, and local authority.
Software
Product fit, integrations, security, and adoption proof.
Healthcare
Care services, practitioner trust, safety, and patient confidence.
Finance
Risk signals, compliance strength, reputation, and advisory trust.
Ecommerce
Product detail, price clarity, reviews, and delivery confidence.
The SEOshifter difference
See Why a Brand Gets Recommended
A mention is useful, but it does not tell the full story. Teams need to know whether the brand is recommended, compared, ignored, or pushed behind stronger competitors.
Explore the methodology ->- Which prompts place competitors ahead of the brand
- Which sources may be supporting those competitors
- Which pages need clearer proof, structure, or schema
- Where content needs to answer the search journey better
AI visibility starts here
Understand How AI Search Reads Your Brand
Explore the methodology, review the resource hub, and start mapping the signals that influence AI-generated recommendations.