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BlogOpinionPulse with Telegram

OpinionPulse with Telegram: shift alerts you can pass along to your chats

Public opinion moves before most people notice. OpinionPulse watches polls, prediction markets and X volume, and tells you when a topic shifts. Here is how that fits alongside Telegram.

AgentStructure.AI6 min de lectura

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  • ChatGPT
  • Cualquier asistente compatible con MCP
OpinionPulse tells you when public opinion on a topic shifts, with the poll, the market prices and the sources attached.
Example alert. Names and numbers are illustrative.

Este artículo solo está disponible en inglés.

Key takeaways

The short version.

  • OpinionPulse joins poll headlines, Polymarket and Kalshi prices and an X volume label into one answer, with every source attached.
  • Alerts tell you when opinion on a topic you follow shifts, so you stop refreshing poll pages.
  • You can receive alerts by text, by email, or in your favorite AI, and a personal AI such as Instinct or Muse is the natural fit.
  • There is no Telegram connector today. What works is reading the alert, then sharing it with your Telegram group or channel yourself.
  • It reports data. It is not advice, a trade or a vote call.

Who it is for

Why is it so hard to tell when public opinion is really shifting?

  • Here is the problem.

  • Each source tells a partial story.

  • OpinionPulse does that joining for you.

Here is the problem. A new poll lands, and it is one headline among dozens. Someone in your group chat says opinion has turned. Someone else says it is just one noisy poll. You open a polling site, then a prediction market, then social media, and you still do not know whether anything has actually moved.

Each source tells a partial story. A poll is a snapshot. Market prices can lag or run ahead. Social chatter can be loud without meaning much. Putting the three side by side by hand takes time, and by the time you finish, the moment may have passed.

OpinionPulse does that joining for you. Name a topic and it brings together the latest public poll headlines, the overlapping Polymarket and Kalshi prices and an X volume label. Then it tells you whether opinion is shifting, with every source attached so you can check the work.

It is for people who follow a topic closely and share what they learn: community admins, newsletter writers, campaign watchers, students and curious people who run a busy chat. If you are the person your Telegram group asks what is going on with a topic, this is for you. Telegram is a messaging app, and OpinionPulse does not connect to it directly. You read the alert wherever it reaches you, then pass it along.

Use cases

4 ways people use OpinionPulse with Telegram.

  1. Poll before markets

    1. A new poll lands and the markets have not moved

    Situation: you follow a topic, and a new public poll appears. You have no idea whether the prediction markets have reacted yet.

    What the alert tells you: OpinionPulse flags that a new poll on your topic landed and that the markets have not caught up yet. It attaches the poll, the market prices and the sources.

    What you do next: open the sources, read the poll yourself, and decide whether it is worth a note to your group. You get there with the evidence in hand rather than a rumor.

  2. Conflicting signals

    2. Two sources say one thing, a third says another

    Situation: a friend in your chat insists opinion has turned, but you have seen mixed headlines.

    What the alert tells you: OpinionPulse looks at recent poll headlines, the overlapping Polymarket and Kalshi prices and the X volume label, and says whether they point the same way. If they do not agree, it says so and shows what each source reports.

    What you do next: share the answer and the sources, so the conversation is about the data rather than a hunch.

  3. Weekly update prep

    3. Prepping a weekly update for your community

    Situation: you post a short update every week on a topic your community cares about, and gathering the numbers takes an evening.

    What the alert tells you: because you named the topic, OpinionPulse tells you when opinion on it shifts. You can also ask about any topic at any time through the API or MCP, even without an alert.

    What you do next: write the update around the shift, copy in the source links, and post it to your Telegram group or channel yourself.

  4. Verify before sharing

    4. Checking a claim before you repeat it

    Situation: someone posts that public opinion has swung hard, and you are about to reply.

    What the alert tells you: ask OpinionPulse, and it answers with whether the poll headlines and market prices support a shift, with the sources attached.

    What you do next: reply with what the sources show, or hold back if they do not support the claim. OpinionPulse reports the data. It does not tell you what to believe, how to vote or what to trade.

On your phone

What the alerts look like.

New poll, markets lag

Figure 1

Alert on a followed topic (illustrative example)
Do sources agree?

Figure 2

Checking before you post to your group (illustrative example)
Weekly check-in

Figure 3

Preparing a community update (illustrative example)

Example alerts. Every name, number and event shown is illustrative.

How to

How do I set it up and use it with Telegram?

  1. Step 1

    Open [opinionpulse.app](https://opinionpulse.app) and sign in.

  2. Step 2

    Pick the topics you want OpinionPulse to watch.

  3. Step 3

    Choose how you want to receive alerts: text, email, or your favorite AI. A personal AI such as Instinct or Muse is the natural fit.

  4. Step 4

    To connect your AI assistant, take the API key and MCP address from the app's connect page.

  5. Step 5

    When an alert lands, read the sources, then share the parts you want with your Telegram chats yourself.

OpinionPulse has no Telegram connector today, so nothing is posted to Telegram for you. Alerts with Premium, which is free during the beta, tell you when opinion on a topic you follow shifts. Asking about any topic anytime through the API or MCP is on the free plan.

FAQ

Frequently asked questions.

Does OpinionPulse send alerts straight to Telegram?

No. There is no Telegram connector today. You can receive alerts by text, email, or in your favorite AI, and then share the alert with your Telegram chats yourself.

What does OpinionPulse look at?

It joins the latest public poll headlines with overlapping Polymarket and Kalshi prices and an X volume label, then tells you whether opinion is shifting, with every source attached.

Is it free?

The apps are free during the beta. You can ask about any topic anytime through the API or MCP, and Premium adds alerts when opinion on a topic you follow shifts. Premium is free during the beta.

Does it tell me how to vote or what to trade?

No. OpinionPulse reports data. It is not advice, a trade or a vote call, and it never acts on its own.

Are the example alerts real news?

No. The alerts and conversations in this article are illustrations of what a message looks like, not real events.