A 30-day lab that tells a one-person business who ChatGPT actually cites — you, a competitor, or nobody — and which single DIY page to ship next. No SaaS.The problem Your buyers already ask ChatGPT, Perplexity, Gemini, and Google AI Mode “what’s the best X for Y.” You have a site, an offer, and an AI subscription. You do not have a system for seeing whether you were named, a competitor was named, or nobody was.Most advice is a file or a dashboard. Free GEO checklists still push llms.txt. Google’s own 2026 guide for generative AI features on Search says you can skip that file, plus chunking, rewriting “for the model,” and chasing inauthentic mentions. SaaS that watches several engines sits around $99–399/month. A $29/month watch still does not ship the page.One screenshot is not a diary. SparkToro × Gumshoe (Jan 2026, updated Jun) found identical brand lists in fewer than 1 of 100 runs. That is why this is 30 days of fresh chats, not a trophy screenshot. What this is Not a ranking trick. Not llms.txt-as-magic. A 30-day clipboard: buyer questions, four engines, fresh chats, a log of who got cited, and one honest DIY action a week.We will not promise you get cited. We will promise the process is honest about jitter.What’s included (v1.0 files, not a login) 44 paste-ready buyer prompts in 6 categories Tracker CSV (long + wide) for ChatGPT, Perplexity, Gemini, and Google AI Mode 8–12 page PDF mini-guide Copy-paste templates: entity blurb, 8 FAQs, comparison, homepage, LinkedIn, Reddit 30-day checklist Not included: SaaS, a scraper, llms.txt-as-magic, a video course.Who it’s for One-person businesses with a site, an offer, and an AI subscription. Indie founders, consultants, newsletter writers, digital-product sellers, niche coaches. About 60–90 minutes a week. People who cannot justify Profound / Peec and do not want another dashboard they will not open. Who it’s not for Anyone chasing “#1 in ChatGPT.” Agencies that want a dashboard. Shopify catalogs. Etsy-only done-for-you audits. Anyone who wants a citation promise.Evidence (research, not customer reviews) Google Search Central, 2026 AI-optimization guide: skip llms.txt and related gimmicks Semrush, 10 Mar 2026: LinkedIn was the #2 cited domain in their dataset, in 11% of AI answers SparkToro × Gumshoe: identical brand lists in <1 of 100 runs Price: $29. 7-day refund if the files are broken or not as described — not if ChatGPT did not name you.Benefits See, in a sheet, whether you, a competitor, or nobody got cited this week 60–90 minutes on a loop you can finish, not another login Ship one real page a week instead of polishing a file Google says it ignores Same buyer questions in ChatGPT, Perplexity, Gemini, and Google AI Mode — always a fresh chat A 30-day log so jitter is visible instead of framed as a win Pay once for files, not $29–399/month to watch a dashboard Refund matches the product: broken files, not a missed citation FAQ Is this a ranking tool / will ChatGPT name me? No. No citation promise. You get a 30-day process: questions, four engines, a log, one DIY page a week.Do I need llms.txt? Google’s 2026 guide says you can skip it. This lab does not include an llms.txt kit.Is this SaaS? No. Prompts, a tracker CSV, templates, a short PDF, a 30-day checklist. You already pay for ChatGPT.How much time? 60–90 minutes a week. Week 1 is three prompts in one engine, not all 44 in one thread.What if the files are broken? Reply within 7 days. Refund is for files that are broken or not as described — not for “the engines didn’t name me.”Tags: AI visibility, GEO, ChatGPT, Perplexity, Gemini, Google AI Mode, AI Overviews, solopreneur, indie hacker, prompt pack, templates, no SaaS Category: Business & Productivity · MarketingPost-purchase email Subject: Start with 3 prompts. Not 44.Don’t paste all 44 into one thread.Week 1: fresh chat, one engine, 3 prompts only (Category, Comparison, Trust). Log you / competitor / nobody. Ship one template this week.You are measuring a 30-day rate, not a trophy.Files broken or not as described → reply within 7 days. That refund is not a citation promise.Refunds:7-day refund if the files are broken or not as described. No refund because ChatGPT (or any other model) didn’t cite you. We don’t promise citations.