Get found in AI search. Earn trust with evidence.
See how AI platforms represent your brand. Discover where competitors are winning. Build original, research-backed content that helps turn visibility into customers.
When AI recommends a business, is yours in the answer?
Your customers are comparing options, researching services, and making shortlists inside AI search. A strong Google ranking alone doesn't show whether your brand is part of those conversations.
Your next customer may have already asked AI for a business like yours. Did it mention you?
Here's what to compare before making a decision...
See how your brand appears across 11 leading AI experiences.
Monitor where your brand is mentioned, cited, described, and recommended. Compare answers across the experiences your customers actually use.
Monitoring covers more than 17 engine and model configurations across these 11 platforms. Available engines and features depend on the active monitoring setup and can change. Third-party marks belong to their owners.
Find out why competitors get recommended instead of you.
Visibility data is useful only when it tells you what to do next. We connect prompt research, citation intelligence, competitive analysis, and technical audits to prioritize high-value opportunities.
Prompt gap mapping
Discover high-intent questions where relevant competitors appear and your brand is missing.
EXPLORE BUYER INTENT →Citations & sources
Understand the pages and publishers being referenced across AI-generated answers.
TRACE THE EVIDENCE →Competitive comparisons
Compare mentions, answer inclusion, sentiment, and share of visibility by topic.
IDENTIFY THE GAPS →Technical AI readiness
Investigate crawlability, content structure, and technical barriers to discovery.
PRIORITIZE IMPROVEMENTS →AI visibility matters. Business results matter more.
Compare how your brand appears in AI answers with what people discover through search and what happens once they reach your website.
AI Search Intelligence
Understand brand mentions, citations, competitor coverage, and important buyer prompts.
- AI mentions and source citations
- Share of visibility by engine
- Commercial prompt opportunities
Google Search Console
Understand organic discovery, query demand, and content visibility in traditional search.
- Impressions, clicks, and queries
- Landing-page search performance
- AI search insights when available
Google Analytics 4
Examine identifiable AI referral traffic, engagement, and configured conversion events.
- AI referral and channel analysis
- Engagement and visitor journeys
- Lead and conversion performance
GA4 and Search Console connections are currently in beta and depend on eligibility and configuration. Visibility correlations alone do not establish conversion causation.
Better content begins with a better understanding of the question.
Most SEO content starts with keywords. Our Eight Zone Evidence Framework investigates the people, practices, evidence, institutions, and systems behind a topic, so every published answer has a stronger foundation.
One Method
Select a zone to explore how the framework deepens the research before content is created.
Cognitive Experience
How people comprehend information, process complexity, and navigate choices.
Don't just repeat what's known. Contribute something worth knowing.
We combine authoritative sources, original analysis, and documented fact-checking to create resources that readers and independent publishers can meaningfully evaluate, use, and reference.
Industry benchmarks
Original measurements, comparative intelligence, and transparent methodologies.
Evidence-led guides
Deep investigations that connect research, real-world context, and practical decisions.
Open methods & data
Verifiable sources, sampling notes, transparent limitations, and shareable findings.
Decision tools
Useful comparisons, assessments, frameworks, and educational resources.
One original investigation. Multiple ways to be discovered.
We turn evidence-backed research into distinct, valuable resources across the places your customers, industry, and AI systems look for answers.
Original findings • Verified sources • Transparent methodology
Client Authority
Original client evidence, expert insights, studies, and useful content published on the client's own website.
Research and Publishing Network
Independent benchmarks, industry comparisons, specialist guides, and differentiated editorial investigations.
Earned Coverage
Research offered for independent evaluation by relevant publishers, associations, journalists, and experts.
Search visibility • AI citations • Brand authority • Qualified customer inquiries
Every publication serves a distinct editorial purpose. Shared ownership and commercial relationships are disclosed where relevant. Research distribution does not guarantee AI citations or rankings.
AI findability is not one-size-fits-all.
Every market has different questions, competitors, source expectations, and buying journeys. We tailor measurement and research to your industry.
Local & multi-location businesses
Understand location-specific AI recommendations, local visibility gaps, and how individual locations interact with your wider brand.
↗B2B & professional services
Investigate high-intent buying questions, credibility signals, provider comparisons, and evidence that helps clients choose.
↗E-commerce & product brands
Assess product recommendations, relevant AI shopping results, category explanations, and competitive positioning where supported.
↗Measure. Investigate. Create. Verify. Improve.
A documented approach to move from visibility signals to content, distribution, and accountable performance measurement.
Establish baseline
Audit AI presence, citations, competitors, search performance, and content.
Find opportunities
Prioritize customer prompts, content gaps, and competitor weaknesses.
Investigate
Apply Eight Zone analysis and verify meaningful supporting evidence.
Create & optimize
Produce research-backed content and improve the visitor experience.
Verify & publish
Fact-check consequential claims and document their sources.
Measure & refine
Track visibility, search activity, engagement, and qualified conversions.
Clear findings. Meaningful metrics. A practical plan.
Don't settle for vanity metrics. See what changed, why it may matter, what we've created, and where to focus next.
Questions worth answering.
Straightforward information about how AI visibility tracking, evidence-led content, and measurement fit together.
How is AI visibility different from traditional SEO?
Traditional SEO evaluates discoverability in conventional search. AI visibility research also examines brand mentions, citations, recommendations, and representations in AI-generated answers. Both matter and should inform one another.
Which AI platforms can you monitor?
Our public platform coverage reference includes ChatGPT, Perplexity, Google Gemini, Google AI Overviews, Google AI Mode, Claude, Microsoft Copilot, DeepSeek, Grok, Mistral, and Meta Muse Spark. Exact availability depends on the active monitoring configuration.
What makes the Eight Zone Framework different?
It uses eight complementary research perspectives to investigate the experience, development, meaning, professional practices, cognition, empirical evidence, institutions, and systems behind a topic. It is a research methodology, not a guaranteed ranking factor.
Can AI visibility be connected to GA4 and Search Console?
Eligible tracking setups can integrate Google Analytics 4 and Google Search Console, helping evaluate referral traffic, search performance, and configured conversions alongside AI visibility measures. Integration availability is confirmed for each project.
Does more AI visibility guarantee more leads?
No. An AI mention is not the same as a source citation, website visit, or customer acquisition. We compare these signals carefully and work to improve the customer experience as well as visibility.
Your customers have questions. Make your brand part of better answers.
Understand where you stand, what competitors are doing differently, and where original research can strengthen your visibility and authority.
Request your AI visibility assessment
Tell us a little about your brand and goals, and we will follow up with next steps.