AI Visibility Audit
We test selected prompts across selected AI systems and document how your business, competitors, and category appear at the time of testing.
Founder-led pilot opening
Make your business easier for AI, search, and customers to understand.
LYFION helps founder-led companies audit, structure, monitor, and document the public signals that describe their business online.
We review fragmented business data, improve structured identity signals, create canonical entity profiles, and monitor how selected AI systems describe your business over time.
Structured business identityAI visibility baselineProof Pack documentation
The problem
Your business data is scattered. AI systems notice.
When people ask AI systems or search engines about businesses like yours, the answers depend on signals your business already has online.
Those signals include your website, structured data, Google Business Profile, social profiles, review sources, directories, public references, and competitor mentions. If they are missing, inconsistent, or hard to read — your business may be omitted, described inaccurately, or compared unfavorably against clearer competitors.
LYFION helps identify, improve, and document those signals.
What can go wrong
- AI systems may describe your business inaccurately
- Competitors may appear instead of you
- Old or inconsistent data may shape AI and search answers
- Search and AI systems may miss important trust signals
Methodology
We audit what AI systems can see — and improve the signals they can read.
LYFION focuses on entity clarity, structured signals, and documented visibility. It complements SEO, brand, and trust-building work — and produces a Proof Pack you own.
Entity Consistency Review
We review your name, address, phone, website, services, profiles, review sources, and available public references for inconsistencies and gaps.
Structured Data Implementation
We prepare and support implementation of Schema.org / JSON-LD markup to make your business information clearer and more machine-readable.
Canonical Entity Profile
We create a structured business identity profile containing your key business facts, services, locations, source references, and sameAs links.
AI Prompt Monitoring
We monitor selected prompts over time and report observed changes, competitor mentions, factual errors, and visibility patterns.
Proof Pack
We document what was reviewed, what was found, what was changed or recommended, and what was observed. You get evidence, not promises.
Who it's for
Built for businesses where trust, clarity, and reputation matter.
LYFION is a focused professional service — not a mass-market tool. It works best for businesses where online identity, AI visibility, and structured signals directly affect how they are found, trusted, and chosen.
Founder-led service companies
Businesses where the founder is closely tied to brand, reputation, and client relationships — and where how you appear online directly affects how you win work.
Professional and advisory services
Real estate, relocation, legal-administrative, medical, finance-adjacent, and advisory businesses where trust signals, credentials, and clarity matter.
Businesses with outdated or inconsistent presence
Companies that have grown but whose online information is scattered, outdated, or contradictory across sources that AI systems and search engines read.
Teams entering new markets
Businesses expanding into new geographies, languages, or client segments where their brand identity and structured signals may be incomplete or absent.
Teams building a documented AI baseline
Organizations that want a structured, evidence-based record of how AI systems currently describe them — before investing in further growth or repositioning.
Consultants and independent experts
Solo practitioners and small teams where professional credibility, entity clarity, and consistent positioning directly affect inbound trust and referrals.
Founder Pilot
Founder Pilot Program
LYFION is currently working with a small group of founder-led businesses and trusted referral clients. A limited number of external pilot requests may be reviewed when there is a clear fit.
What is included
- Discovery call and intake
- AI visibility baseline
- Competitor snapshot
- Website trust audit
- Entity consistency audit
- Structured data audit
- JSON-LD implementation plan
- Canonical entity profile draft
- Proof Pack with findings and recommendations
- Optional monthly monitoring
Pilot access
Pilot access is currently handled by referral or direct review. Scope depends on business complexity, available data, and implementation depth.
What we commit to
- Documented findings — not vague recommendations
- Evidence of what was reviewed
- Honest assessment of gaps
- A Proof Pack you can keep
We review each request manually and follow up only if there is a fit.
Apply
Request Pilot Review
Tell us enough to understand whether LYFION is relevant for your business. We review requests manually.
- Founder-led pilot review
- Manual fit assessment
- No automated sales sequence
The review form opens securely in Jotform. Submissions are used only to assess pilot fit and follow up manually.