Xiaohongshu - Search and Sort

URL patterns:

• Home / discovery: https://www.xiaohongshu.com/explore
• Search results: https://www.xiaohongshu.com/search_result?keyword=...

Search flow

• Prefer direct navigation to the desktop search results page over automating the home-page search box.
• Reliable primary path: https://www.xiaohongshu.com/search_result?keyword=<url-encoded keyword>&source=web_explore_feed
• This route loads the normal desktop results page and avoids home-page input flakiness.
• The search results page can also appear with variants such as type=51 or other source values after in-app navigation; do not treat those as suspicious if the rendered results are correct.
• The top search box on explore can work, and searching from the home page has transitioned to search_result without a login wall in some sessions.
• The page exposes duplicate search inputs in the DOM with the same placeholder 搜索小红书.
• The home-page search input can behave like a tightly controlled app field: direct DOM value assignment may be cleared immediately, and harness type_text() may fail to populate it even when the input is focused.
• Treat the home-page input as best-effort only. Use it when a human-like interactive flow matters, but for automation default to constructing the search_result URL directly.

Sort behavior

• On the current desktop results layout, 最新 is not a top-level tab beside 综合.
• Open the 筛选 control in the upper-right of the results header to access sort options.
• Inside 筛选, 排序依据 contains:
  • 综合
  • 最新
  • 最多点赞
  • 最多评论
  • 最多收藏
• The 排序依据 row can render duplicate DOM nodes for the same pill text, including non-interactive clones.
• Raw global text search for 最新 can hit the wrong node first. Scope to the 排序依据 section and then choose the visible interactive .tags node.
• Prefer semantic filtering such as aria-hidden != "true" or section-scoped visible .tags selection over style-specific checks.
• When 最新 is active, the 筛选 trigger changes to 已筛选.
• The rendered feed and the 已筛选 / active-pill UI are more reliable than window.__INITIAL_STATE__.search.searchContext.sort for confirming latest sort.

Stable cues

• Search channel tabs near the top: 全部, 图文, 视频, 用户
• Sort panel labels: 筛选, 排序依据, 最新
• Filter sections also visible in the panel: 笔记类型, 发布时间, 搜索范围, 位置距离

Interaction notes

• DOM .click() opened the 筛选 panel reliably.
• DOM .click() on the visible 最新 pill inside the open 排序依据 section reliably activated latest sort.
• The reliable DOM pattern was:
  • find the 排序依据 section / .filters block
  • search within that block for .tags
  • choose the one whose text is 最新 and which is the visible interactive node
  • call .click() on that visible node
• Example selector strategy:
  • find .filters whose first label is 排序依据
  • inside it, pick .tags where textContent.trim() === "最新" and el.getAttribute("aria-hidden") !== "true"
• getClientRects().length > 0 alone may be insufficient to distinguish the working node from a duplicate.
• A broad document.querySelectorAll("*") text match for 最新 is not reliable on this page because it may click the hidden duplicate instead of the visible control.
• Coordinate click on the visible 最新 pill also worked and remains a valid fallback if DOM targeting gets confused by future UI changes.
• After selecting 最新, the grid briefly showed skeleton placeholders before the refreshed results appeared.
• The search page stores the currently rendered note cards in window.__INITIAL_STATE__.search.feeds._value as an array of feed entries. For ordinary note cards, the useful fields were:
  • id
  • xsecToken
  • noteCard.displayTitle
  • noteCard.user.nickname
• The feed array can contain non-note inserts such as hot-query modules. Filter for entries with noteCard before treating an item as a note result.

Post opening

• Do not assume a raw results link like https://www.xiaohongshu.com/explore/<id> is directly openable.
• Opening that raw /explore/<id> URL in a fresh tab can redirect to the web 404 / app-only gate even when the same post is openable from search results.
• To open a post from search results, click the visible card image / card in-page first.
• That click navigation can land on a tokenized URL like https://www.xiaohongshu.com/explore/<id>?xsec_token=...&xsec_source=pc_search, which is a more reliable note URL than the raw /explore/<id> form.
• Once the tokenized URL is obtained from the click flow, it can be revisited in-session for extraction.
• If the search results state is already loaded, you can reconstruct the tokenized note URL directly from a feed item without re-clicking:
  • https://www.xiaohongshu.com/explore/<id>?xsec_token=<xsecToken>&xsec_source=pc_search

Post extraction

• On tokenized post pages opened via pc_search, document.body.innerText can be a useful first-pass extraction source because it often includes the rendered note text, hashtags, timestamp, engagement counts, and visible comments.
• Verify that the note content actually rendered before trusting document.body.innerText, because the page can also include substantial navigation, footer, and comment noise.
• Prefer document.body.innerText as a fallback or initial probe before writing fragile per-element selectors for post content.

Gotchas

• Do not assume Enter alone finished the workflow until you verify the URL changed to search_result or the result grid appeared.
• Do not assume the visible 综合 tab controls all sorting; on this layout, time ordering is hidden inside 筛选.
• Do not assume the first DOM node whose text is 最新 is the clickable one; this panel duplicates pills and the hidden clone can absorb naive text-based targeting without changing state.
• Do not assume a successfully opened post can be reproduced by stripping query params; preserve the xsec_token when reopening results-derived post URLs.

scraping.md · updated Apr 29, 2026 · 900 words