The short version
ChatGPT found and cited successful new pages sooner in this cohort. The practical implication is a two-speed measurement window: look for early ChatGPT movement in the first week, but give Claude six to eight weeks before calling a page invisible.
01 · The finding
ChatGPT moved faster at both the median and the long tail
Searchable followed more than 4,000 newly published pages from May through August 2026 using website server logs. The chart tracks the elapsed time from publication to each engine's first citation, then follows cited pages for up to 60 days.
At the midpoint, ChatGPT was about 2.7 times faster. At P90, Claude's citation latency was about 74% longer. The difference was not limited to a few unusually slow pages; it persisted across the observed distribution.
02 · Interpretation
Publication is the start of a discovery window, not the finish
A page can be live, indexed in a traditional search engine, and still take time to enter an AI answer. Discovery, retrieval, prompt demand, source selection, and answer generation all sit between publication and the first visible citation.
Do not use one prompt check on launch day as your AI visibility verdict. Citation latency is a distribution, not a deadline.
The faster ChatGPT curve is consistent with a system that can surface fresh public content quickly when a relevant query triggers web search. OpenAI says pages must allow OAI-SearchBot to be included in summaries and snippets. Anthropic separately documents Claude-SearchBot for search indexing and Claude-User for user-directed retrieval. Those access controls are prerequisites, not guarantees of selection.
03 · Read the denominator
What the chart does not prove
This is a conditional citation-speed chart
It describes first citations among pages cited within 60 days. It does not show the share of every published page that each engine will eventually cite.
- The exact eligible denominator and overlap between the ChatGPT and Claude cohorts are not shown in the source graphic.
- The prompt set, industries, languages, countries, page types, and domain-authority distribution are not published in the screenshot.
- A first citation says that a page appeared once; it does not measure citation frequency, rank, traffic, or conversion value.
- Pages not cited within 60 days are outside the timing curve, so the chart cannot answer whether they would be cited later.
04 · Publishing playbook
Make the first 60 days measurable
Citation speed is not something a publisher can command, but preventable discovery and extraction failures can be removed before launch. Use this checklist for every page intended to earn AI citations.
Return HTTP 200 and keep the canonical URL stable.
Render the direct answer and supporting evidence in the initial HTML.
Allow OAI-SearchBot, Claude-SearchBot, and relevant user-fetch agents where your policy permits.
Add the URL to an XML sitemap and link to it from an already-discovered page.
Use a clear title, question-shaped sections, named sources, and a visible updated date.
Track citation appearance separately in ChatGPT and Claude for at least 60 days.
05 · Measurement
Track time-to-first-citation by engine and page cohort
Start the clock when a canonical page becomes publicly accessible. Record the first observed citation separately for each engine, keep uncited pages in the denominator, and report both citation rate and latency. Otherwise, a fast curve among a small group of winners can hide a large invisible cohort.
Citation rate
Pages cited ÷ pages publishedAnswers whether new content earns citations at all.
Citation latency
First citation date − publish dateAnswers how quickly cited content begins appearing.
Segment results by engine, page type, topic, market, and publication month. Compare medians and P90s, not just averages, because a long tail can disappear inside one mean value.
FAQ
Common questions about AI citation speed
How long does it take ChatGPT to cite a new page?
In the Searchable analysis shown here, the median first ChatGPT citation occurred 3.5 days after publication among pages that received a citation within the 60-day observation window. This is not a guarantee that every new page will be cited.
How long does it take Claude to cite a new page?
The same analysis reports a 9.5-day median for Claude among pages first cited within 60 days. At the 90th percentile, Claude took 46.4 days, showing a substantially longer tail than ChatGPT.
Does this mean ChatGPT cites more new pages than Claude?
The screenshot reports 742 pages cited by ChatGPT and 380 by Claude, but it does not publish the exact eligible denominator, overlap between engine cohorts, prompt mix, or confidence intervals. The counts are useful context, but they are not enough to calculate a reliable platform-wide citation rate.
What should I do after publishing a page?
Make sure the page returns a successful response, is indexable, exposes its main answer in server-rendered HTML, uses a self-referencing canonical, appears in your sitemap, and is not blocked from the search and user agents used by the engines you want to reach. Then track first citation by engine rather than checking once and assuming the result is permanent.
Sources and methodology
What this analysis is based on
The timing figures and cohort counts come from a Searchable chart shared by co-founder Chris Donnelly and supplied as the reference for this article. Indexly has not independently reproduced the underlying server-log dataset. The interpretation and recommended measurement framework are Indexly's.
Source graphic methodology: website server-log analysis of more than 4,000 new pages published May–August 2026, followed for 60 days; 742 pages cited by ChatGPT and 380 by Claude. Last reviewed October 26, 2026.