Kofi paginate changes v2

docs/reference/search/search-your-data/paginate-search-results.asciidoc

@@ -1,6 +1,18 @@
 [[paginate-search-results]]
 === Paginate search results
 
+Pagination provides a structured way for users to interact with search results by breaking them down into smaller, manageable pieces or "pages." Whether allowing users to select a specific range of pages or implementing an “infinite scroll” experience, pagination helps create a tailored and intuitive user experience.
+
+The three commonly used pagination techniques are:
+
+* <<from-and-size-pagination, From and size pagination>>: This method is ideal for creating a defined list of pages that users can select to navigate through the results.
+* <<search-after, Search after>>: Designed for seamless navigation, this technique supports “infinite scroll” experiences or enables users to load additional results by pressing a “next” button.
+* <<scroll-search-results, Scroll>>: Historically used to retrieve all matching documents for display or export. However, we now recommend using the <<search-after, search after>> method in combination with the <<point-in-time-api, point in time API>> for improved efficiency and reliability.
+
+[discrete]
+[[from-and-size-pagination]]
+=== From and size pagination
+
 By default, searches return the top 10 matching hits. To page through a larger
 set of results, you can use the <<search-search,search API>>'s `from` and `size`
 parameters. The `from` parameter defines the number of hits to skip, defaulting
@@ -25,14 +37,16 @@ Avoid using `from` and `size` to page too deeply or request too many results at
 once. Search requests usually span multiple shards. Each shard must load its
 requested hits and the hits for any previous pages into memory. For deep pages
 or large sets of results, these operations can significantly increase memory and
-CPU usage, resulting in degraded performance or node failures.
+CPU usage, resulting in degraded performance or node failures if not managed correctly.
 
 By default, you cannot use `from` and `size` to page through more than 10,000
 hits. This limit is a safeguard set by the
 <<index-max-result-window,`index.max_result_window`>> index setting. If you need
 to page through more than 10,000 hits, use the <<search-after,`search_after`>>
 parameter instead.
 
+Pagination is stateless, meaning there is no guarantee that the order of search results will remain consistent when users navigate back and forth between pages. If maintaining consistent result order is desired, the preferred approach is to use the <<point-in-time-api, point in time (PIT) API>> to implement a stateful pagination technique.
+
 WARNING: {es} uses Lucene's internal doc IDs as tie-breakers. These internal doc
 IDs can be completely different across replicas of the same data. When paging
 search hits, you might occasionally see that documents with the same sort values
@@ -43,7 +57,7 @@ are not ordered consistently.
 === Search after
 
 You can use the `search_after` parameter to retrieve the next page of hits
-using a set of <<sort-search-results,sort values>> from the previous page.
+using a set of <<sort-search-results,sort values>> from the previous page. This approach is ideal for scenarios where users click a "next" or "load more" button, rather than selecting a specific page.
 
 Using `search_after` requires multiple search requests with the same `query` and
 `sort` values. The first step is to run an initial request. The following