Skip to content
AgentStructure.AI

BlogOpinionPulse + ChatGPT

OpinionPulse + ChatGPT: turn an opinion-shift result into plain talking points

OpinionPulse tells you whether a recent poll and prediction-market prices point the same way on a topic, with every source attached. ChatGPT can turn that result into talking points or a short explainer for readers who are not following the numbers.

AgentStructure.AI5 min read

Works with

  • Muse.ai
  • Instinct
  • Grok
  • Claude
  • ChatGPT
  • Any MCP-capable assistant
Ask OpinionPulse whether opinion is shifting on a topic, then have ChatGPT turn the sourced result into plain talking points or a short explainer.
Example alert. Names and numbers are illustrative.

Key takeaways

The short version.

  • OpinionPulse reports a shift when a recent poll headline and overlapping Polymarket and Kalshi prices point the same way, and it links every source.
  • ChatGPT turns that result into talking points or a short explainer for people who do not read poll numbers or market prices.
  • Custom MCP connections in ChatGPT depend on your plan and workspace settings, so check your own account before you plan around them.
  • Nothing here is a listing, partnership or built-in integration with ChatGPT. You add the address yourself, or paste the result into a chat.
  • Both tools work from public data. Neither gives advice, trades or tells you how anyone will vote.

Who it is for

Who is this pairing for?

  • It is for people who have to explain public opinion to readers who do not follow the numbers: newsletter writers, local reporters,…

  • OpinionPulse looks at three public signals for a topic you name: recent poll headlines, prices on Polymarket and Kalshi, and post volume…

  • OpinionPulse tells you what the sources show.

It is for people who have to explain public opinion to readers who do not follow the numbers: newsletter writers, local reporters, community and nonprofit staff, teachers, communications teams and curious readers of the news.

OpinionPulse looks at three public signals for a topic you name: recent poll headlines, prices on Polymarket and Kalshi, and post volume on X. When a recent poll and the overlapping market prices point the same way, it reports a shift with its direction and links to the sources. ChatGPT is OpenAI's AI assistant, and it is good at rewriting technical material in everyday words.

OpinionPulse tells you what the sources show. ChatGPT helps you say it in words your audience will understand.

Use cases

5 ways people use OpinionPulse + ChatGPT.

  1. Talking points

    1. Turn a result into three talking points

    Give ChatGPT the OpinionPulse result for a topic and ask for three short talking points: what the sources show, how much they agree, and what is not known yet. Ask it to use only what the result says.

    Because each poll, price and post count comes with a link, you can keep the source next to each point. A reader who doubts a line can open it and check.

  2. Plain explainer

    2. Write a short explainer for a general reader

    Most readers do not know what a prediction-market price is. Ask ChatGPT for a paragraph that explains, in everyday words, what a poll headline and a market price are and why it matters when both point the same way.

    Ask for a tone that informs without taking a side. The explainer should describe what the sources show, not argue for an outcome or predict how people will vote.

  3. No shift

    3. Explain a missing shift in one honest line

    When the signals do not line up, OpinionPulse does not guess. It returns a code, for example that no poll was found in the window, and a missing number is never shown as zero.

    Ask ChatGPT to turn that code into one plain sentence for your readers. Saying what is not known is more useful than filling the gap.

  4. Same facts

    4. Rewrite the same facts for different audiences

    A newsletter, a staff note and a social post need different lengths. Paste the result and ask ChatGPT for each, keeping the facts identical and changing only the wording and length.

    Read each version against the result before you publish. If a version adds a claim the sources do not make, remove it.

  5. Volume spike

    5. Describe the X volume label carefully

    OpinionPulse also gives an X post-volume reading compared with the usual daily volume. It says people are talking more, not what they think. Ask ChatGPT to mention it as context and never as proof of a shift.

    A careful explainer says plainly that volume measures attention. Whether the attention is for or against something is a separate question.

On your phone

What the alerts look like.

Illustrative

Figure 1

An example exchange. The topic and sources are made up.

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

How to

How do I use OpinionPulse with ChatGPT?

  1. Step 1

    Open [opinionpulse.app](https://opinionpulse.app), get your free key and save it, because it is shown once. The remote MCP address is https://opinionpulse.app/mcp.

  2. Step 2

    If your ChatGPT plan and workspace allow custom MCP connections (OpenAI calls this developer mode), add the address under Settings, then Apps. Check which authentication options your screen offers, and whether it lets you supply the key the site asks for.

  3. Step 3

    If you cannot add the connection, nothing is lost. Run the check on the OpinionPulse site, copy the result with its sources into a ChatGPT chat, and ask for your talking points.

  4. Step 4

    Ask ChatGPT to use only what the result says, then read its output against the linked sources before you share it.

OpenAI describes developer mode and custom MCP apps in its help center and developer docs. Availability differs by plan, with Business and Enterprise or Edu workspaces handled by admins, and menus change, so check your own account. OpinionPulse is not listed in ChatGPT or built into it.

Open OpinionPulse + ChatGPTConnect your AI

FAQ

Frequently asked questions.

Is OpinionPulse an official ChatGPT integration?

No. There is no partnership, listing or built-in integration. If your plan supports custom MCP connections, you add the app's address yourself. Otherwise you can paste results into a chat.

Does my ChatGPT plan support custom connections?

It depends on your plan and, in a workspace, on what your admin allows. OpenAI's help center describes the current rules, and they have changed over time, so check your own account.

Does OpinionPulse tell me how people will vote?

No. It reports public data from polls, prediction markets and X volume. It is not financial or political advice, a trade recommendation or a prediction of how people will vote.

Can I trust ChatGPT's summary?

Check it against the attached sources before you share it. Ask ChatGPT to use only what the result says, and remove anything it adds.

What does it cost?

Asking about any topic works with a free key through the API or MCP. Alerts when opinion shifts on topics you follow are the Premium part, and the apps are free during the beta, so check the site for the current status.

Keep reading

All posts