Getting cited, documented.
This blog covers how to get your SaaS cited by AI engines — ChatGPT, Perplexity, Gemini, Claude, Grok, and Mistral. Topics range from llms.txt setup and schema markup to citation tracking and topical authority. Written for solo developers and indie founders who run GEO from Cursor or Claude Code, not a marketing team.
42 guides on getting cited.
Agentic Commerce Readiness by Platform (2026)
We graded 23 real storefronts across Shopify, WooCommerce, BigCommerce, Wix, Webflow and Squarespace. Every one is invisible to a shopping agent — and the scores cluster by platform.
41 AI Agents Read Our Site. Analytics Showed Zero.
Our server counted 41 AI-agent reads in 30 days while every analytics view showed none. The full reading, including the column we failed.
Best AI Visibility Tools for Founders & Agencies (2026)
Twelve AI visibility tools compared for 2026 — Otterly, Profound, Peec, AthenaHQ, Scrunch and more — by price, best-for verdict and who each is built for.
Agentic Commerce Readiness: The 0–4 Levels Explained
What agentic commerce readiness means, how it differs from AI visibility, and the five levels an AI shopping agent can reach on your site.
Peec AI vs LoudPixel (2026): Watching the Answer vs Getting Bought by the Agent
Peec AI is the strongest self-serve AI-visibility tracker for agencies. It measures one stage of the agentic funnel. LoudPixel audits both: whether the AI names you, and whether its agent can buy from you.
Semrush AI Toolkit vs LoudPixel (2026): the SEO Bolt-On vs the Two-Stage Agentic Audit
Semrush's AI Visibility Toolkit is a sensible bolt-on if you already pay Semrush. It watches whether AI names you and stops there. LoudPixel audits that stage and the one after it: whether an AI agent can buy from you.
We Scored Level 0 On Our Own Agentic-Commerce Audit
We ran our agentic-commerce model against our own site and failed three of four first-gate checks. The audit, the failures, and the fixes — with dates.
AI Visibility Tracker: A Brutal 2026 Takedown
We review the top AI visibility trackers to see who can actually tell you if ChatGPT or Perplexity are citing you.
The AI Search Visibility Tracker You Need
Stop guessing whether ChatGPT mentions you — a visibility tracker shows where you are invisible and how to fix it.
5 Honest Profound Alternatives (No Sales Call, 2026)
Profound raised $155M for a $499/mo ChatGPT-only tracker with no free trial. 5 self-serve GEO tools that let you actually sign up today.
AI Engine Competitor Analysis: Steal AI Traffic
Discover why AI engines cite your competitors. Run an AI engine competitor analysis across ChatGPT, Perplexity, and Claude to close citation gaps.
AI Citation Alert Monitoring: Are You Invisible to AI?
Set up AI citation alert monitoring in minutes. Find out if ChatGPT, Perplexity, and Gemini are citing your brand — or sending customers to competitors.
How to Build Topical Authority So AI Actually Cites You
Step-by-step guide to building topical authority that gets your SaaS cited by ChatGPT, Perplexity, and Gemini. For solopreneurs starting from zero.
Why Doesn't ChatGPT Cite My Website? (And How to Fix It)
Learn why ChatGPT and Perplexity are ignoring your site. Discover the exact steps to implement AI search visibility and get cited in generative engines.
How to Track Brand Mentions in Perplexity and ChatGPT (2026)
Learn how to track brand mentions across Perplexity and ChatGPT. A complete guide to AI citation tracking, generative search optimization, and measurement.
How to Track ChatGPT Brand Citations (2026)
Learn how to track ChatGPT brand citations and measure your AI search visibility. We cover the exact tools and methods to monitor LLM recommendations.
How to Rank on Claude AI: Get Cited by Anthropic (2026)
Claude AI cites self-contained paragraphs with clear attribution. The 6-step playbook to get your website cited by Anthropic's AI engine.
Why AI Cites Competitors (Not You) — Fix It
AI engines cite competitors because of schema, entity signals, and third-party mentions. The 5-step framework to reverse-engineer and outrank them.
How to Monitor Brand Mentions Across AI Search Engines (2026)
AI search engines like ChatGPT, Perplexity, and Gemini drive brand discovery in 2026. Monitor mentions across them manually first, then automate with tools for competitive edge.
Answer Engine Optimization (AEO): The Complete Guide for 2026
AEO gets your content cited as the direct answer in ChatGPT, Perplexity, and Gemini. The step-by-step guide to optimizing for answer engines.
Schema Markup for AI Search: How to Generate AEO Schema That Gets You Cited (2026)
AI engines cite pages with structured data more readily. Here are the 5 schema types that actually matter for Answer Engine Optimization — with copy-paste JSON-LD code for each.
SaaS Content Marketing Without Paid Ads: The Zero-Budget Playbook for 2026
Paid ads burn cash. Content compounds. Here's the exact 5-step content marketing playbook for growing a SaaS's organic traffic — no ad spend required.
How to Optimize Content for AI Search Overviews: The 7-Step Playbook (2026)
AI Overviews appeared on 47% of searches in a late-2024 study — and the top result's click-through rate is 58% lower when they do. Here's the 7-step playbook to get your content cited instead of buried.
AI Brand Monitoring in 2026: How to Track What AI Engines Say About Your Brand
AI engines are forming opinions about your brand right now — and you can't see them. AI brand monitoring tracks citations across ChatGPT, Perplexity, Gemini, Claude, Grok, and Mistral. The complete guide.
How to Rank on Gemini AI: Get Your Website Cited by Google's AI Engine (2026)
Gemini AI cites differently than Google Search. E-E-A-T signals, structured data, topic clusters, and extractable content blocks determine citation — not just organic rank. The 6-step playbook.
AI Search Ranking Factors: What Actually Makes ChatGPT, Perplexity & Gemini Cite Your Website (2026)
AI search ranking factors are different from Google SEO signals. Content freshness, structured data, data density, and third-party mentions now determine whether AI engines cite you. The complete breakdown for 2026.
How to Write an llms.txt File for SaaS (And the Top Generator Tools)
Manual llms.txt files decay instantly. Learn how to write an llms.txt file for SaaS and why you should automate the process with a generator tool.
AI Search Optimization for Beginners: The No-Jargon Guide (2026)
AI search optimization means making your website show up when people ask ChatGPT, Perplexity, or Gemini questions. The complete beginner's guide — no SEO experience required.
AI Citation Tracking: How to Monitor Where ChatGPT, Perplexity & Gemini Cite Your Website (2026)
AI citation tracking means systematically monitoring which AI engines mention your website, how often, and in what context. The complete guide to tracking and improving your AI visibility.
Generative Engine Optimization (GEO): The Complete Guide for 2026
SEO got you on Google. GEO gets you cited by ChatGPT, Perplexity, and Claude. The complete guide — what it is, why it matters, and how to implement it today.
Is Google Dying? Why AI Search Is Replacing Traditional SEO (2026)
Publishers' Google click-through drops up to 47.5% when AI Overviews appear. Here's what's actually happening, where search traffic is going, and how smart founders are adapting before it's too late.
How to Rank on Perplexity AI: The GEO Playbook for App Builders (2026)
Get your app recommended by Perplexity AI. The 7-step GEO playbook: llms.txt, markdown twins, structured data, citable content blocks, and AI crawler permissions.
The Complete AI SEO Audit Checklist for 2026
Most SEO audits miss AI engines entirely. This 43-point checklist covers both traditional SEO and AI readiness — llms.txt, answer blocks, schema, crawler access, and citation monitoring.
How to Get Your App Mentioned by ChatGPT and Perplexity (2026)
The 5 signals to add — llms.txt, TL;DR answer blocks, JSON-LD schemas, AI crawler access and markdown twins — and the exact steps to make AI engines recommend your app.
How to Check if ChatGPT Cites Your Website (Free Tool)
Enter your URL and see in 60 seconds which AI engines cite your content. Step-by-step guide to getting cited by ChatGPT, Perplexity, Gemini, and more.
Why Your Organic Traffic Dropped After AI Overviews (And How to Fix It)
AI Overviews are stealing your clicks. Learn why organic traffic drops when Google shows AI answers and how to recover with GEO optimization.
GEO vs SEO: The Complete Guide for 2026
GEO (Generative Engine Optimization) vs SEO — what's the difference, which matters more, and how to do both. The definitive comparison guide.
The Complete Guide to llms.txt for AI Crawlers
What is llms.txt, why your website needs one, and exactly how to create it. Step-by-step instructions to make your content AI-readable for ChatGPT, Perplexity, and Gemini.
How to Get Found by ChatGPT: A Step-by-Step Guide for App Builders (2026)
ChatGPT doesn't index the web like Google — it retrieves context from training data and real-time browsing. Here's the exact playbook to get your app recommended by AI engines.
How to Promote Your App in 2026: The Distribution Playbook for Solo Founders
Building an app is easy — distribution is where founders fail. Three channels that work for zero-budget founders: AI search visibility, Reddit, and content marketing.
SEO for Indie Hackers: The No-BS Guide to Getting Found in 2026
Most SEO advice is for marketing teams with budgets. As an indie hacker, you need a different playbook — zero budget, zero team, plus AI search.
How to Get Traffic to Your SaaS: The 2026 Organic Growth Playbook
Get traffic to your SaaS without ads. The three organic channels that compound: SEO content, AI engine visibility, and community distribution.