You write for a small appliance brand. Weibo trends mix weather, entertainment and product news, and the team wants something timely. The useful question is which subject helps your readers, rather than how to respond to every ranked term.

Keep trend sections distinct

The response description includes sections such as realtime and hotgov. Record the section and lookup time instead of combining them into an unexplained ranking. A weather term might suggest a humidity-related topic, but that connection is your editorial hypothesis, not a recommendation supplied by the endpoint.

Read the discussion behind a candidate

Submit the term as query to the real-time search endpoint and inspect one page before expanding. Establish the location, timing and subject. Reposts of the same statement are not independent confirmation. Check original issuers when a claim concerns an announcement or official notice.

Write reasons to proceed or defer

A topic card can contain term, observation time, sources, reader question, proposed angle and missing evidence. Without confirmed local conditions, defer specific advice. Whether a social event suits a commercial article depends on relevant, reliable information rather than its position in a list.

Assign one next step

Choose a small number of candidates and specify the next action: inspect an original announcement, confirm the applicable region or consult the relevant product instructions. AI can organize cards but must not invent background. Repeated observation requires your own schedule. The outcome is a sourced editorial shortlist with visible gaps, not a promise of increased exposure.

Requests used in this project

Request URL and parameters

GET https://api.trmesh.com/openapi/api/v1/weibo/web_v2/fetch_hot_search

Parameter Type Required Meaning

Run the Python example

Install requests and set TRMESH_API_TOKEN in your environment. Replace the sample identifiers with the public object you intend to inspect. Example IDs may no longer be available.

import os
import requests

# Read your own developer key from the server environment.
url = "https://api.trmesh.com/openapi/api/v1/weibo/web_v2/fetch_hot_search"
params = {}
response = requests.get(
    url, params=params, timeout=30,
    headers={"Authorization": f"Bearer {os.environ['TRMESH_API_TOKEN']}"},
)
response.raise_for_status()
payload = response.json()
print(payload)  # Inspect the actual response before mapping fields

Endpoint documentation · Free profile tool

API calls use your TRMesh account allowance. Check the endpoint price before running a script.