SameDayDesk · Guide/Comparison · June 2026
Usually it's one of four fixable things: you're not in Bing's index, you block AI crawlers, your homepage is JavaScript-only, or you ship no structured data. Here's the priority order and the fast fix for each.
ChatGPT Search and Microsoft Copilot don't crawl the open web the way Google does. They retrieve largely from the Bing index, then the model reads and cites whatever it pulled back. So "showing up in ChatGPT" is mostly an indexing-and-readability problem, not a brand-authority one. Work these causes in order:
GPTBot, OAI-SearchBot, PerplexityBot, or Google-Extended is disallowed, the engines can't read or cite you even when they find you. Fast fix: explicitly allow them.Crucial point that saves months: live retrieval (RAG) is independent of training data. A page indexed today can be cited today, even though no model was trained on it. You do not have to wait for a new model release.
We scored 189 well-known companies across 10 industries (0-100) on six fundamentals: AI-crawler access, JSON-LD, title/meta, Open Graph, XML sitemap, and llms.txt. The failures were not where you'd expect.
OpenAI and GitHub both scored a D for AI-search readiness, with JS-heavy homepages and thin server-rendered content. Klarna scored an F (38, the lowest of all 189 companies). If they can be invisible to retrieval, so can you.
Other standouts: Perplexity, itself an AI search engine, scored a C. LlamaIndex, whose entire job is making data readable by LLMs, scored a D. Ars Technica scored an F because it allows crawlers but ships no structured data at all. Across our 24-company SaaS slice (average 87), 8 of 24 ship zero JSON-LD, including Notion, Linear, Airtable, Clerk, Cal.com, PostHog, and Gumroad. The lesson: high traffic does not make you machine-readable.
| Industry | Avg score | Industry | Avg score |
|---|---|---|---|
| Marketing agencies | 92 | Enterprise | 78 |
| SaaS | 87 | Fintech | 76 |
| Dev tools | 86 | Consumer apps | 68 |
| E-commerce | 85 | News media | 64 |
| AI startups | 81 | Healthtech | 63 |
Source: SameDayDesk AI-Search Readiness Benchmark, June 2026. Raw CSV (CC-BY): ai-search-readiness-2026.csv
| Cause | Symptom | Fast fix |
|---|---|---|
| Not in Bing index | No ChatGPT citations at all | Push URLs via IndexNow (no account); verify in Bing Webmaster Tools |
| AI crawlers blocked | Indexed but never cited | Allow GPTBot, OAI-SearchBot, PerplexityBot, Google-Extended in robots.txt |
| JS-only homepage | Bot sees an empty shell | Server-render the real content (SSR/SSG/prerender) |
| No JSON-LD | Hard to extract or attribute | Add Organization + Article schema |
| Thin title/meta | Nothing quotable | Specific title + ~150-char quotable description |
Google sandboxes new domains for roughly 3-9 months on commercial queries, so betting on Google AI Overviews early is a waiting game. Bing indexes new content in hours to days, and IndexNow pushes URLs instantly with no account. Because ChatGPT rides Bing, the cheapest path to your first AI citation is a clean Bing index. (Worth knowing: Google AI Overviews citation is largely independent of organic rank, with about 68% of AIO-cited pages not in the top 10. Ranking and being citable are different games.)
llms.txt does not improve AI citations. Google (Gary Illyes) has said it is not supported and not planned, and about 97% of LLM crawler hits never fetch it (Ahrefs). Treat it as optional hygiene, not a ranking factor. Likewise, Google deprecated FAQPage and HowTo rich results: don't chase FAQ markup as a visibility win. For AI extraction, lean on Organization + Article; for a tool, SoftwareApplication; for a paid offering, Service + Offer.
The Princeton/Georgia Tech GEO study (KDD 2024) measured what actually lifts AI visibility: adding statistics raised it about +32%, direct quotations about +41%, and citing named sources about +30%. And about 44% of LLM citations come from the first 30% of a page, so put the answer up top. On commercial-intent queries, comparison and "X vs Y" formats earn about 40.9% of AI citations. Note too that Perplexity runs its own crawler and favors fresh pages, so first citations on low-competition queries can land in days.
Run the free AI Readiness Checker on your URL: it scores crawler access, JSON-LD, title/meta, Open Graph, and sitemap against our 189-company benchmark, and tells you which cause above is blocking you, in plain language.
Run the free check Get the $9 AI Readiness KitPrefer the terminal? npx github:epistemedeus/ai-readiness yoursite.com · open-source on GitHub
site:yourdomain.com in Bing. Nothing? That's your number-one problem. Verify in Bing Webmaster Tools and push your sitemap with IndexNow.GPTBot, OAI-SearchBot, PerplexityBot, and Google-Extended are not disallowed.Want it done instead of done-yourself? The $9 AI Readiness Kit bundles the full benchmark, every template, and the checklist for instant download: buy.stripe.com/...20i. If you'd rather we ship the fixes for your exact site the same day, the $39 Fix Pack does that: buy.stripe.com/...20e. And for the full picture, the $249 AI-Search Visibility Audit runs real citation testing against your named competitors: buy.stripe.com/...206.