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OpinionPulse with Muse: Know When Public Opinion Shifts

Polls, prediction markets and social volume move at different speeds. OpinionPulse watches all three and tells you when opinion shifts. Here is how it fits alongside Meta Muse.

AgentStructure.AI6 min read

Works with

  • Muse.ai
  • Instinct
  • Grok
  • Claude
  • ChatGPT
  • Any MCP-capable assistant
OpinionPulse watches polls, Polymarket, Kalshi and X volume, then alerts you when public opinion on a topic you follow shifts.
Example alert. Names and numbers are illustrative.

Key takeaways

The short version.

  • OpinionPulse joins public poll headlines, Polymarket and Kalshi prices and an X volume label in one answer, with every source attached.
  • Alerts tell you when opinion on a topic you follow shifts, so you stop refreshing several sites by hand.
  • You can receive alerts by text, by email, or in your favorite AI. A personal AI such as Instinct or Muse is the natural fit.
  • It reports data only. It is not advice, a trade or a vote call, and it never acts on its own.
  • Premium alerts are free during the beta, and the free plan lets you ask about any topic anytime.

Who it is for

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

  • Here is the problem.

  • This hits people who need to know where opinion is heading: campaign and communications staff, journalists and newsletter writers,…

  • OpinionPulse is built for that gap.

Here is the problem. A new poll comes out, and you see one headline. The prediction markets may or may not have reacted. Social media may be loud, or it may be quiet. To get a real read you have to open a poll site, then Polymarket, then Kalshi, then X, and compare them yourself. By the time you finish, the picture may have changed. Or you may have missed the moment completely.

This hits people who need to know where opinion is heading: campaign and communications staff, journalists and newsletter writers, analysts, researchers, and anyone who follows a political or public-interest topic closely. Each of them has the same trouble. The signals are scattered, they move at different speeds, and nobody tells you when they start to agree.

OpinionPulse is built for that gap. You name a topic. It joins the latest public poll headlines with overlapping Polymarket and Kalshi prices and an X volume label. Then it tells you whether opinion is shifting, with every source attached. It is data, not advice, a trade or a vote call.

The pairing with Meta Muse is about convenience. Meta has described Muse Spark as the model behind its Meta AI assistant, and you can read about it on Meta's newsroom. We could not confirm that Muse can add an MCP connector today, so we do not claim that. What works today is described in the setup section.

Use cases

4 ways people use OpinionPulse with Muse.

  1. Poll before markets

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

    Situation: you follow a ballot measure for a client. A new public poll is published in the morning, and you are in meetings until noon. Normally you would hear about it late, and you would not know whether the markets had reacted.

    OpinionPulse watches for exactly this. The alert tells you a new public poll on your topic has landed and that the prediction markets have not caught up yet. It attaches the poll, the Polymarket and Kalshi prices, and the sources.

    What you do next: open the sources, check the poll's methodology yourself, and decide whether it changes your briefing. The alert reports. The judgment stays with you.

  2. Noise or signal

    2. Checking whether a loud day on social is real movement

    Situation: a topic you cover is suddenly all over X, and a colleague says opinion has turned. You want to know if that is true or just volume.

    OpinionPulse gives you an X volume label next to the latest poll headlines and the overlapping Polymarket and Kalshi prices. If the polls and markets point the same way, it reports a shift. If they do not, the alert shows that, so you can see volume without confirmation.

    What you do next: you can tell your colleague what the three sources show and link them. That is a calmer conversation than arguing over screenshots.

  3. Ask on demand

    3. Asking about any topic, any time, in your AI

    Situation: an editor asks you at 5 p.m. whether opinion on a topic is moving, and you do not follow it with alerts. You do not need to set anything up first.

    On the free plan you can ask about any topic anytime through the API or MCP. The answer comes from the same sources: poll headlines, Polymarket and Kalshi prices and the X volume label. It reports whether opinion is shifting and attaches every source.

    What you do next: paste the sources into your notes, or ask a follow-up in your AI assistant. A personal AI such as Instinct or Muse is a natural place to ask, because the question and your own context stay in one conversation.

  4. Short watchlist

    4. Keeping a short watchlist without a dashboard

    Situation: you care about a handful of topics and do not want another dashboard to check every day.

    In the app you pick what to watch. Premium adds alerts when opinion on a topic you follow shifts, and Premium is free during the beta. You get a message only when something happens, by text, email or your AI.

    What you do next: act on the few that matter, and ignore the rest until they speak up.

On your phone

What the alerts look like.

Poll before markets

Figure 1

For example, a morning alert on a topic you follow. Names and numbers are illustrative.
Noise or signal

Figure 2

For example, checking a busy day on social. Illustrative only.
Ask on demand

Figure 3

For example, a quick question in your AI. Illustrative only.

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

How to

How do I set up OpinionPulse with Muse?

  1. Step 1

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

  2. Step 2

    Pick what to watch: the topics you want to follow.

  3. Step 3

    Choose how you want alerts: text, email, or your favorite AI.

  4. Step 4

    To use an AI assistant, open the app's connect page and copy the API key and MCP address into your assistant.

  5. Step 5

    Ask a question, for example whether opinion is moving on your topic, and check the sources it attaches.

We could not confirm that Meta Muse can add an MCP connector today, and this is not an official listing or partnership. If Muse cannot take the MCP address, text or email alerts work today. You can then paste the sources into Muse and talk them through there. OpinionPulse reports data only. It does not give advice, trade, or call a vote.

Open OpinionPulse with MuseConnect your AI

FAQ

Frequently asked questions.

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

No. It reports whether opinion is shifting and attaches the sources. It is data, not advice, a trade or a vote call, and it never acts on its own.

Which sources does it use?

It joins the latest public poll headlines with overlapping Polymarket and Kalshi prices and an X volume label. Every source is attached to the answer.

What is free, and what needs Premium?

On the free plan you can ask about any topic anytime through the API or MCP. Premium adds alerts when opinion on a topic you follow shifts. Premium is free during the beta.

Do I need Muse to use it?

No. You can receive alerts by text, by email, or in your favorite AI. A personal AI such as Instinct or Muse is the natural fit, but it is not required.

Can Meta Muse connect through MCP?

We could not confirm that. Check [Meta's newsroom](https://about.fb.com/news/) for the latest on Muse. Until then, use text or email alerts and bring the sources into Muse yourself.

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