Yatin Malik is the founder of TopSlot, an AI visibility platform that measures how ChatGPT, Gemini, Claude and Perplexity describe brands when buyers ask questions in their category.
He built TopSlot after running into a measurement gap he could not close with existing tools: rank trackers report positions in a list of links, and an AI answer has no list and no positions. A brand can hold its rankings while quietly disappearing from the answers buyers actually read, and nothing in a conventional SEO stack shows that happening.
TopSlot is built solo, using AI coding tools, with no engineering team and no outside investment. Every feature exists because it was needed to answer a real question about a real brand's visibility. That includes the parts most tools skip: unbranded prompt methodology, per-model breakdowns rather than a single averaged score, and honesty caps that refuse to report a flattering number on thin data.
He writes here about AI visibility measurement, generative engine optimization, and the practical mechanics of getting a brand named and cited inside AI answers.
Search Console shows Google clicks and nothing about AI answers. What can and cannot be joined between the two datasets, and how to build a view that survives contact with reality.
Data residency is the question that stalls AI visibility purchases at security review, and almost no vendor documents it publicly. What to ask, and what good answers look like.
Most AI visibility work dies at the quarterly review because it can show a score but not a result. The see-fix-prove loop, and why splitting it across four tools breaks it.
AEO tools fall into four categories that solve different problems. Which type you need depends on whether you cannot see the problem, cannot fix it, or cannot prove the fix worked.
AEO services vary more in quality than traditional SEO retainers. What the work actually involves, what a real deliverable looks like, and the questions that expose weak agencies.
Four acronyms, heavily overlapping, and mostly used loosely. What each term actually refers to, where they genuinely differ, and which one your team should care about.
What an AI visibility platform actually needs to do, the see-fix-prove test that separates real platforms from dashboards, and how the main options compare.
PerplexityBot is Perplexity's indexing crawler, and it is not the same as Perplexity-User. What each one does, how to allow or block them, and how to verify a request is genuine.
llms.txt is a community proposal, not a ratified standard, and no major AI crawler is documented as obeying it. Here is its real status and whether to publish one anyway.
Five concrete reasons AI assistants name your competitors and skip you, each with a test you can run today and the fix that actually moves the answer.
A practitioner's guide to appearing in Google AI Overviews — how the answer box picks its sources, the signals that earn a citation, and how to measure it.
The complete umbrella playbook for AI search optimization — the six pillars that get your brand mentioned and cited across the AI assistants and AI Overviews that now answer your buyers' questions.
A plain-language walkthrough of how AI assistants actually decide which brands to name when a buyer asks — and why that pipeline works nothing like a Google ranking.
ChatGPT reaches your content two different ways — its trained knowledge and its live browsing. Here's how to optimize your site so it surfaces and cites you in both.
Google Gemini can ground its answers in Google Search, so the levers that move it differ from ChatGPT or Perplexity. Here is a practical playbook for getting Gemini to name your brand.
AI brand monitoring is how you see what ChatGPT, Gemini, Claude, and Perplexity say about your brand. Here's what to track, how to do it, and how to turn the signal into action.
Structured data won't magically get you cited, but it makes your pages machine-readable in ways that help AI assistants trust and quote you. Here are the schema types that matter and how to ship them.
A practical writing playbook for content optimization for LLMs — lead with the answer, write self-contained quotable passages, and structure pages so AI assistants lift and cite them.
The bots that feed ChatGPT, Gemini, Claude, and Perplexity read your site differently than Googlebot did. Here is how to make sure AI crawlers can actually reach, read, and cite your content.
An honest read on the 2026 AI search shift: where the numbers are directional, where they're solid, and what the move to answer engines actually means for your brand's visibility.
A practical, no-hype playbook to improve your AI Visibility Score across the factors that actually move it — mentions scaled by buyer intent, then prominence, citations, and sentiment.
Your keyword rankings can be perfect while AI assistants never mention you. Here is why AI visibility and SEO rankings are different disciplines, and what to measure instead.
When ChatGPT, Claude, Gemini, or Perplexity decide which brands to name, they lean on sources the wider web already trusts. The AI Authority Rating captures that off-site trust — and explains why some brands get cited while equally good competitors get ignored.
Anyone can ask ChatGPT once and screenshot the answer. Turning that into a defensible number is the hard part. Here is the full AI Visibility Index methodology — the four models, zero-brand-name buyer queries, intent-weighted scoring, and the honesty gates that keep it credible.
The AI visibility score, explained end to end: the four components, how they are intent-weighted, how to read the bands, and why single-model or mention-only numbers mislead.
Seven tactical changes that increase the likelihood ChatGPT cites your brand. Schema markup, llms.txt, freshness signals, and more.
Three acronyms compete for the same space. Here is the precise distinction and which one matters for your brand in 2026.
AI search is replacing Google for millions of people. Here is what AI visibility means and why it will define how brands get discovered going forward.
A practical, step-by-step guide to making ChatGPT recommend your brand when people ask about your industry.
Your competitor shows up in ChatGPT and Gemini. You do not. Here are the five most common reasons and how to fix each one.
Perplexity is not Google. It cites sources differently and values different content. Here is how to get your pages cited.
The shift from search engines to AI assistants is accelerating faster than anyone predicted. What this means for your brand strategy.