---
title: "Guides"
description: "Long answers to the questions people ask about AI search, AI in operations, process work and AI accountability, each argued from The Internet Ninja’s own data."
url: "https://theinternetninja.com/guides/"
updated: "2026-10-16"
---

# Guides

## [AI search and visibility](https://theinternetninja.com/guides/ai-search-visibility.md)

How ChatGPT, Perplexity, Gemini and Google AI Overviews choose what to cite, measured on real sites, and what a company can do about it.

1. [AI search optimization: what it is, what is measured, and where to start](https://theinternetninja.com/guides/ai-search-optimization.md): AI search optimization, argued from TIN's own measurement: what seven AI engines cite, which tactics the evidence supports, and where a business should start.
2. [How to get cited by ChatGPT: what it takes to rank in it](https://theinternetninja.com/guides/how-to-get-cited-by-chatgpt.md): How to rank in ChatGPT, argued from TIN's own measurement: what it cites, why most companies never appear in it, and what the schema and llms.txt studies found.
3. [How to rank in AI Overviews and show up in Google's answers](https://theinternetninja.com/guides/how-to-show-up-in-google-ai-overviews.md): How to rank in AI Overviews, from TIN's own measurement: how often Google's top 10 gets cited, what else AI Overviews cite, and the tactics Google says to skip.
4. [How to rank in Perplexity: what it cites, and how to become one of its sources](https://theinternetninja.com/guides/how-to-rank-in-perplexity.md): How to rank in Perplexity and get cited by Perplexity, argued from TIN's count of 1,099 of its citations: what it cites, how it finds a page, and what to skip.
5. [GEO vs SEO: what changes, what does not, and what TIN measured](https://theinternetninja.com/guides/geo-vs-seo.md): GEO vs SEO, argued from TIN's own measurement: how much of a Google ranking carries into AI answers, what still pays, and which GEO tactics measured as nothing.
6. [How to track brand mentions in AI search and ChatGPT](https://theinternetninja.com/guides/how-to-track-brand-in-ai-search.md): How to track brand mentions in AI search: which prompts, how many runs per engine, what to count and how long to watch, from TIN's studies and primary research.

## [AI in operations](https://theinternetninja.com/guides/ai-in-operations.md)

AI agents and automation doing real work: who builds them, what they cost, what the deploying companies report, and what breaks.

## [Process and operations](https://theinternetninja.com/guides/process-and-operations.md)

Process design and operational work, with or without AI: mapping, documenting and improving a process before anyone automates it.

1. [Process improvement: steps, examples and measured results](https://theinternetninja.com/guides/process-improvement.md): Process improvement in plain steps: find where a process loses time, change the work, and measure against a baseline. With real examples and where their numbers come from.
2. [How to write an SOP (standard operating procedure), with a free template](https://theinternetninja.com/guides/how-to-write-an-sop.md): How to write an SOP, a standard operating procedure, in eight steps, with a free template to copy and a real case of a procedure followed exactly and wrong.

## [AI accountability](https://theinternetninja.com/guides/ai-accountability.md)

When AI goes wrong on the public record: court sanctions, regulators’ orders, walk-backs and claims that did not hold up.

1. [AI fails: the documented record of AI mistakes and what they cost](https://theinternetninja.com/guides/ai-fails.md): AI fails on the public record: lawyers fined, chatbots ruled on, AI claims ordered withdrawn and products pulled, each tied to the ruling, order or statement.
2. [AI hallucination examples: 70 cases courts, tribunals and publishers put on record](https://theinternetninja.com/guides/ai-hallucination-examples.md): AI hallucination examples from 70 records in 11 countries: fake court citations, invented quotes and books, company chatbots, what each cost and who recorded it.
3. [Google AI fails: what AI Overviews got wrong, and what Google changed](https://theinternetninja.com/guides/google-ai-fails.md): Google AI fails on the record: what AI Overviews got wrong in May 2024, what Google changed, the Munich injunction against Google, and what it cites now.