AI search is replacing Google for buying decisions. If your company isn't showing up in ChatGPT, Claude, Perplexity, and Gemini responses, you're invisible to your next customer. This playbook shows you exactly how to fix that.
Explore the Playbook Score Your Visibility ^ this is the new battleground"Can Google find your page?"
"Does the internet agree you're the answer?"
You're not ranking a page. You're becoming a default answer pattern. LLMs choose what to mention based on three layers working together.
Blogs, websites, docs, Reddit, YouTube transcripts. If you're not published and referenced across these sources, you don't exist to the model.
Baseline KnowledgeSome models pull from the web or internal indexes in real-time. Structured, clear, answer-first content wins here every time.
Real-Time SourcesThe model builds its answer based on authority, clarity, frequency of mention, and specificity to the question asked.
The Actual AnswerThese aren't keywords. These are authority signals. Each one compounds the others.
Own a narrow category. LLMs love specificity over breadth.
See examples +Your brand + topic mentioned together everywhere. Same positioning, repeated consistently.
See details +LLMs don't read blogs like humans. They prefer clear headings, direct answers, lists, and frameworks.
See format rules +LLMs disproportionately learn from LinkedIn, Reddit, YouTube transcripts, and docs-style pages.
See channels +The hidden lever. LLMs trust other people mentioning you far more than your own website.
See strategies +Map your positioning directly to the prompts people actually type into AI tools.
See examples +Answer these questions honestly. Your score reveals where you stand and where the gaps are.
Rate each area 0–3 (0 = not at all, 3 = very strong). We'll calculate your visibility score and show your gaps.
The baseline (content + distribution + mentions) is table stakes. These are the moves that create disproportionate signal.
Enter your company details and we'll generate the exact prompts you need to win. This replaces keyword research.
Fill in your details. We'll generate target queries real people are typing into AI tools right now.
For each query above, you need: 1 pillar page, 1-2 supporting blogs, 2-3 LinkedIn posts, and 1 case study.
Leverage high-authority platforms to accelerate visibility before your own domain has authority. Use as a speed layer, not a foundation.
Publish structured answer content on Claude.ai. Leverages its high domain authority for fast indexing.
Speed layer only. Platform may restrict this. Use as 1 of 10 distribution surfaces.
Write content that matches how LLMs internally rephrase questions, not just the original query.
Use AnswerThePublic + AlsoAsked to find rephrase patterns.
Track traffic from ChatGPT, Perplexity, Gemini. Make LLM optimization measurable.
As AI content floods the web, LLMs are overweighting authentic human content from Reddit, YouTube, and forums.
This isn't a one-off project. It's a repeatable, scalable system we build and operate across your entire GTM surface. Here's what's inside.
We define 15-25 target queries, run a competitor visibility analysis, and identify every gap where you're invisible to AI.
AI Visibility Audit across ChatGPT, Perplexity, Claude, and Gemini. Competitor language analysis. Prompt-to-content mapping.
We create pillar pages, structured answer assets, comparison content, and case studies that LLMs actually pull into responses.
5-10 pillar pages. 10-20 supporting posts. Answer-first formatting. Named frameworks. Internal content guidelines your team can follow.
We engineer external mentions, community presence, and multi-surface distribution so the internet agrees you're the answer.
LinkedIn cadence. Reddit seeding. Directory listings. Guest placements. Podcast strategy. 10-30 third-party mentions per quarter.
We standardize your company description, use cases, ICP, and category language across every surface so LLMs build a clear mental model of who you are.
One positioning statement deployed everywhere. Category creation. Default language engineering. Consistency audit across all platforms.
We track whether you're showing up in LLM responses, monitor competitor mentions, and measure AI-driven traffic through GA4.
GA4 AI referral dashboard. Quarterly LLM audits. Branded search lift tracking. Competitor visibility benchmarking.
Click any card above to see the details. This is a system, not a project.
Talk to Us About ImplementationHow this rolls out. Sprint-based, outcome-measured, and we own the result.
15-25 target queries defined. Competitor visibility analysis completed. Gap analysis showing where you don't show up and why.
5-10 pillar answer pages live. 10-20 supporting posts created. Case study templates ready. Internal content guidelines documented.
Weekly LinkedIn cadence running. Monthly external placements secured. Reddit and community seeding active. Partner co-marketing launched.
Tracking brand mentions in LLM responses. Competitor monitoring. AI traffic analytics via GA4. Quarterly strategy adjustments.
Forget traditional SEO metrics alone. These are the signals that prove AI visibility is working.
Avoid these or the entire system breaks down.
It's not about stuffing phrases. It's about owning a concept across the entire internet.
LLMs don't just trust your site. They trust the internet agreeing about you. Owned content alone won't cut it.
If you're generic, you'll never be recommended. Niche down or disappear.
Different descriptions everywhere confuses LLM entity recognition. One statement, everywhere, always.
If it doesn't directly answer a prompt someone would type, cut it. LLMs skip filler.
We don't just advise on AI visibility. We build the system, create the content, engineer the mentions, and track the results. Sprint-based, outcome-measured.
Let's Build Your AI Visibility System© 2026 JayOh — GTM Systems Engineering Firm — jayoh.io
We engineer growth systems. JayOh builds the RevOps architecture, GTM execution and data infrastructure that turn messy revenue operations into predictable pipeline for B2B SaaS and PE-backed teams.