SameDayDesk · Guide/Comparison · June 2026
Eight things to do this week so ChatGPT, Copilot, Perplexity, and Google AI Overviews can find, read, and cite your pages. Answer-first, with the research stats behind each step.
If you only do eight things, do these. They are ordered by leverage, and most of a competent dev's afternoon covers the whole list.
Organization for your brand, Article for content, SoftwareApplication for a tool, and Service + Offer (with a price) for anything you sell.robots.txt. Explicitly permit GPTBot, ClaudeBot, PerplexityBot, and Google-Extended. If you block them, you opt out of being cited. Live retrieval (RAG) is independent of training data, so a freshly indexed, crawlable page can be cited without ever being in a model's training set.robots.txt, so every crawler discovers every page. It is table stakes, and one in three SaaS sites still get the structured-data basics wrong.<title> and a quotable <meta name="description"> are the snippet AI engines lift verbatim. Make them earn the click and the citation."About 44% of LLM citations come from the first 30% of a page, and adding direct quotations lifted visibility by roughly 41% — answer-first, sourced writing is the highest-leverage GEO move there is." — GEO research (Princeton / Georgia Tech, KDD 2024)
Run the free AI Readiness Checker against the six fundamentals above — crawler access, JSON-LD, title/meta, Open Graph, sitemap, and llms.txt — and get a 0–100 score plus the exact fixes. Want every template and the full benchmark? The $9 Kit has it.
Run the free check Get the $9 AI Readiness KitThe single biggest mistake in GEO right now is treating it like SEO and waiting on Google. You should not gate on Google: it sandboxes new domains for 3 to 9 months on commercial queries. Meanwhile, Bing indexes in hours to days, and that index feeds the engines your buyers already use.
| Engine | How it retrieves | Time to first citation | Priority |
|---|---|---|---|
| ChatGPT Search / Copilot | Largely from the Bing index (~87% of SearchGPT citations matched Bing top 20) | Hours–days via IndexNow | Highest |
| Perplexity | Its own crawler/index; favors fresh pages | Days on low-competition queries | High |
| Google AI Overviews | Citation largely independent of organic rank (~68% of cited pages were not in the top 10) | 3–9 months on commercial queries | Later |
Two implications. First, push to Bing via IndexNow today and you can be ChatGPT-citable this week. Second, do not assume you need to "rank" to be cited: about 68% of AI-Overview-cited pages were not in Google's top 10 organic results, so structured, answer-first content can be cited well before it ranks.
We scored 189 well-known companies across 10 industries on six fundamentals. The headline is that brand strength does not equal AI readiness. Industry averages ran from Marketing agencies at 92 down to Healthtech at 63, with SaaS at 87 and News media at 64.
The surprises are where the opportunity is. OpenAI and GitHub both scored a "D" on JS-heavy, thin homepages. Perplexity — an AI search engine — scored a "C." Klarna scored the lowest of all at 38 (an "F"), and Ars Technica also scored an "F": it allows crawlers but ships no structured data at all.
| SaaS site | Score / grade | What's missing |
|---|---|---|
| vercel.com | 93 (A) | — |
| hubspot.com | 90 (A) | — |
| figma.com | 73 (C) | structured-data gaps |
| linear.app | 71 (C) | no JSON-LD |
| clerk.com | 61 (C) | no JSON-LD |
Across 24 SaaS sites we scanned (average 87), 1 in 3 had no JSON-LD at all — 8 of 24, including Notion, Linear, Airtable, Clerk, Cal.com, PostHog, and Gumroad. If household-name companies are leaving the easiest wins on the table, a focused afternoon puts you ahead of most of your market. The full raw data is open (CC-BY): ai-search-readiness-2026.csv.
It keeps getting recommended, but the evidence says skip it as a priority. Google's Gary Illyes says llms.txt is not supported and not planned, and Ahrefs found that about 97% of LLM crawler hits never fetch it. Treat it as optional hygiene, not a ranking factor — add it last, if at all, and never before the eight steps above.
Pick the path that matches how much you want to do yourself.
npx github:epistemedeus/ai-readiness yoursite.com (repo).One more reason GEO is worth the afternoon: comparison, "X vs Y," and listicle formats are among the most-cited by AI on commercial-intent queries (about 40.9% of citations on such queries), and AI-search referral traffic reportedly converts about 4.4x organic search traffic.