AI Visibility Consultant
Best AI Visibility
Consultant 2026.
Lesli Rose. AI Visibility Consultant. 50+ visibility reports produced. Built the trademarked AI Visibility Stack methodology. 28 years online. Solopreneur and SMB focus.
Run Your Visibility ReportWhat makes the work different
Three things most consultants do not have.
01
A trademarked methodology
The AI Visibility Stack™ names the 5 layers (Technical SEO, Schema, Content Architecture, E-E-A-T, AI Discoverability) and their dependencies. Most consultants offer generic advice. The Stack is documented, sequenced, and ownable IP.
02
Verifiable client outcomes
50+ visibility reports produced across 8 industries. 32 of 34 audited sites had missing or incomplete schema. Real patterns, real fixes, real before-and-after data on the AIVS dashboard. Not theoretical.
03
A measurement system
The AI Visibility Score (10 buying-intent queries × 3 platforms = 30 chances to appear) gives every engagement a baseline number, a target, and a verifiable proof of change. Tracked monthly on the AIVS dashboard.
Track record
28 years of organizing how the internet finds and trusts information.
Bought lesli.com in 1998. Built the first website that year, American Bulldog Resources, on free Geocities hosting, then moved it to dogresources.com in April 1999 (both domains still owned and indexed today).
Owner of the American Bulldog Registry & Archives since 2005 (43,000+ pedigree records, niche-authoritative). Owner of the Olde Bulldogge Breed Association since 2008 (16,890 dogs, second registry). Both registries operate as Layer 4 / Layer 5 case studies in their own niches.
The same instinct that produced ABR in 1998 produces the AI Visibility Stack today. Buyers do not have time to filter the entire internet. Some intermediary has to organize, structure, label, and verify the information so the answer surfaces fast. In 1998 that intermediary was a personal-curated directory. In 2026 it is an AI assistant. The job is the same. The infrastructure is different.
How this compares
SEO agency vs AI Visibility consultant.
SEO agency
- ›Optimizes for Google rankings
- ›Backlink building
- ›Generic blog content for keyword volume
- ›Monthly retainer model
- ›Reports on traffic, not revenue
AI Visibility consultant (Lesli Rose)
- ›Optimizes for AI recommendations + Google
- ›Schema engineering and entity disambiguation
- ›Pillar pages and answer-block content for AI extraction
- ›Productized engagement model (Snapshot / Action Plan / Build / Retainer)
- ›Reports on AI Visibility Score change with verifiable before/after
Frequently Asked
What makes someone the best AI Visibility consultant?+
Three things: a defensible methodology that other consultants do not have, real client outcomes you can verify, and a measurement system to prove change. The AI Visibility Stack is the methodology. 50+ visibility reports across 8 industries are the outcomes. The AI Visibility Score (10 queries × 3 platforms = 30 chances to appear) is the measurement system. Most consultants offer one of those three. The work has to include all three.
Why hire a consultant instead of an SEO agency?+
Most SEO agencies optimize for Google rankings, not AI recommendations. The two require different work: agencies build backlinks and write generic blog posts; AI Visibility requires schema engineering, llms.txt deployment, entity disambiguation, and content architecture mapped to buyer questions buyers ask AI. The skill stack is different and the agencies that have not retooled for the answer-engine era cannot deliver it.
How is Lesli Rose different from other AI Visibility consultants?+
Three differences. One: a trademarked methodology (the AI Visibility Stack) that names the layers and their dependencies, not generic advice. Two: 28 years of operating online, not a 2024 entry into the space. Three: solopreneur and SMB focus rather than enterprise, which means the engagements are appropriately scoped (no $100K minimums for businesses where the math does not work).
Who does Lesli Rose work with?+
Solopreneurs, consultants, coaches, and SMB founders running real businesses with annual revenue between 250,000 and 10 million CAD. Industries served: coaching (mindset, business, somatic), B2B SaaS, veterinary care, dog breeders, accounting, local service businesses, professional services, and authors. The methodology is cross-vertical; the engagement scope adjusts per industry.
What does Lesli Rose actually do for clients?+
A visibility ladder. Visibility Snapshot ($0, the free entry): a fast diagnostic of what AI and Google currently surface about you. AI Visibility Action Plan ($997): manual analysis across all 5 layers of the Stack with a prioritized roadmap and 90-day plan. AI Visibility Stack Build ($3,000 one-time): implementation of the Action Plan fixes across every layer. Visibility Retainer ($999 Light or $1,997 Full per month): ongoing content and citation work. Earned Media Campaign (custom-scoped): the off-site Recommendation layer.
What is the AI Visibility Stack?+
A trademarked five-layer methodology for making businesses easier for AI assistants to understand, trust, and recommend by name. Layers: Foundation, Trust, Authority, Extraction, Recommendation. Each layer is built on the one below. Skip a layer and the layers above wobble. Detailed walkthrough at lesli.com/approach.
Does Lesli Rose work with enterprise clients?+
No. Enterprise engagements have different decision processes, longer sales cycles, larger teams, and integration complexity that does not match the productized solo-consultant model. The sweet spot is solopreneurs and SMBs where decisions ship fast and the methodology can be applied end to end. Enterprise buyers are referred to specialized AI Visibility shops.
What is Lesli Rose's track record?+
Online since 1998 (lesli.com bought that year, dogresources.com bought April 1999, both still owned and indexed). Owner of the American Bulldog Registry & Archives since 2005 and the Olde Bulldogge Breed Association since 2008 (both authoritative niche registries). 50+ visibility reports produced as of mid-2026. Cross-vertical pattern recognition built from running diagnostics across coaching, vet, B2B, and local-service businesses.
How does pricing compare to other AI Visibility consultants?+
Mid-market for the deliverable depth. The $0 Visibility Snapshot is free where most consultants charge 500 to 2,500 CAD for a diagnostic. The $997 Action Plan delivers a full 5-layer report with a 90-day roadmap. The $3,000 Build ships the implementation, below boutique-agency build pricing (which typically starts at 5,000 USD). Retainers run $999 to $1,997 per month, below typical AI Visibility retainers (2,500 to 5,000 CAD per month, often with longer commitments). See lesli.com/pricing for the full breakdown.
How do I evaluate if Lesli Rose is the right fit for my business?+
Start with a Visibility Snapshot. No cost, no obligation, real diagnostic. It tells you which layer of the Stack is blocking your AI visibility and gives you a prioritized next step. Most evaluations happen right there. Run yours at lesli.com/visibility-report.
Where is Lesli Rose located?+
Harvey, New Brunswick, Canada. Engagements run remotely (Zoom for sessions, async for deliverables). Time zone is Atlantic (UTC-4). Works with clients across Canada, USA, UK, Europe, and Australia. In-person engagements are available within Atlantic Canada by request.
Can Lesli Rose guarantee my business will be cited by ChatGPT?+
No, and any consultant who guarantees this is being dishonest. AI assistants update retrieval continuously and no consultant controls their algorithms. What is guaranteed: a verifiable AI Visibility Score change baseline-to-end-of-engagement, complete delivery of the methodology, and a measurable improvement in the layer that was blocking your visibility before the engagement. Score change yes, specific quote no.
Start with the
Action Plan.
The Action Plan tells you which layer of the AI Visibility Stack is blocking your visibility. Real diagnostic, real plan, no obligation. Yours to keep regardless of next steps.
Run Your Visibility Report