BlogHow researchers and students can use real-time opinion data
How researchers and students can use real-time opinion data with OpinionPulse
Opinion data is scattered across poll headlines, prediction markets and social chatter. OpinionPulse pulls it together for any topic and alerts you when opinion shifts, with every source attached.
AgentStructure.AI5 min de lectura
Funciona con
- Muse.ai
- Instinct
- Grok
- Claude
- ChatGPT
- Cualquier asistente compatible con MCP
Este artículo solo está disponible en inglés.
Key takeaways
The short version.
- OpinionPulse joins recent public poll headlines, overlapping Polymarket and Kalshi prices and an X volume label for a topic you name.
- It tells you whether opinion is shifting and attaches every source, so you can check the work yourself.
- You can ask about any topic anytime through the API or MCP on the free plan.
- Alerts when opinion on a followed topic shifts are a Premium feature, free during the beta.
- It reports data only: no advice, no trades, no vote calls.
Who it is for
Why is it so hard to keep up with public opinion on a topic?
If you research public opinion or study it for a class, you know the problem.
Each of these signals lives in a different place, so tracking one topic means checking many tabs, and you still can't be sure you caught…
OpinionPulse is built for that gap.
If you research public opinion or study it for a class, you know the problem. A new poll appears in a headline, but you only see it two days later. Prediction market prices move, but nobody tells you why or whether they agree with the polls. Social media gets loud, yet it is hard to say whether that noise means anything.
Each of these signals lives in a different place, so tracking one topic means checking many tabs, and you still can't be sure you caught the moment things changed. Missing that moment matters when you are writing a paper, preparing a presentation or building a dataset with timestamps.
OpinionPulse is built for that gap. You name a topic, and it joins the latest public poll headlines with overlapping Polymarket and Kalshi prices and an X volume label. Then it tells you whether opinion looks like it is shifting, with every source attached. It is data, not advice, a trade or a vote call, which keeps it useful for research rather than persuasion.
Use cases
4 ways people use How researchers and students can use real-time opinion data.
- Poll lands firstPoll lands first
1. Catching a new poll before the markets react
Say a graduate student is tracking opinion on a policy topic for a literature-style brief. A new public poll comes out, and the prediction markets on that topic have not moved yet.
OpinionPulse flags it as an alert with the poll, the current market prices and the sources. The student saves the links, notes the time and can later describe what the markets showed at the moment the poll appeared. That is a clean, citable observation instead of a vague memory.
- Do sources agreeDo sources agree
2. Checking whether signals agree
Imagine an undergraduate preparing a class presentation who asks, for example, whether opinion is moving on a topic they follow. OpinionPulse looks at recent poll headlines and the overlapping Polymarket and Kalshi prices.
If they point the same way, it reports a shift and shows what each source says. The student can then open each source, check the details and build a slide that shows where the evidence agrees, rather than relying on a single number.
- Follow, don't refreshFollow, don't refresh
3. Following a topic without refreshing tabs
A research assistant watching several topics over a semester can pick what to watch in the app and let the alerts come to them. Premium adds alerts when opinion on a followed topic shifts, and it is free during the beta.
When one arrives, the assistant knows which topic moved and gets the sources with it. They can log the date, check the sources and flag the topic for the team, rather than rechecking every feed each morning.
- Ask anytimeAsk anytime
4. Asking a question on demand
Not every need is an alert. On the free plan you can ask about any topic anytime through the API or MCP, which suits a quick check before a seminar or while drafting.
Because every answer lists its sources, you can quote the poll headline or market price you actually saw and link to it, instead of paraphrasing something you cannot trace.
On your phone
What the alerts look like.
Figure 1
Figure 2
Figure 3
Example alerts. Every name, number and event shown is illustrative.
How to
How do I set up OpinionPulse for my research?
Step 1
Open opinionpulse.app and sign in.
Step 2
Pick the topics you want to watch.
Step 3
Open the app's connect page and copy your API key and MCP address.
Step 4
Connect your AI assistant, such as a personal AI like Instinct or Muse, with that key and address, or choose to get alerts by text or email.
Step 5
Ask about any topic anytime, and turn on shift alerts for the topics you follow.
OpinionPulse reports data with sources. It does not give investment, voting or other advice, and it never trades or acts for you. Premium is free during the beta.
FAQ
Frequently asked questions.
What sources does OpinionPulse use?
It joins the latest public poll headlines with overlapping Polymarket and Kalshi prices and an X volume label, and attaches every source to its answer.
Can I use it for citations?
Every answer comes with its sources, so you can open them, check them and cite what you actually saw. Always verify details at the original source.
Does it tell me what to think or how to vote?
No. It is data, not advice, a trade or a vote call. It reports whether opinion looks like it is shifting and shows the evidence.
What is free and what is Premium?
The free plan lets you ask about any topic anytime through the API or MCP. Premium adds alerts when opinion on a topic you follow shifts, and it is free during the beta.
How do I receive alerts?
By text, by email, or in your favorite AI. A personal AI such as Instinct or Muse is the natural fit. Use the API key and MCP address from the connect page.
Siga leyendo
Todas las publicaciones- El ecosistemaSu asistente de IA está a punto de volverse mucho más útil.Asistentes personales como Muse.ai, Instinct, Grok, Claude y ChatGPT pueden conectarse a apps especializadas en tiempo real mediante MCP y API. Esto es lo que significa para usted, en imágenes.5 de octubre de 2026 · 6 min de lectura
- PoeLo que los creadores de bots de Poe podrían hacer con inteligencia en tiempo real: 6 casos de uso.Poe permite a cualquiera crear un bot o una pequeña app sobre muchos modelos de IA. Así podría un creador poner señales de AgentStructure detrás de un script bot, un server bot o una canvas app, y esto es lo que significa el escudo de privacidad de Poe para los datos externos.12 de octubre de 2026 · 6 min de lectura
- TelegramLo que los bots de Telegram podrían hacer con inteligencia en tiempo real: 5 casos de uso.Telegram no tiene conectores MCP, pero su Bot API ahora transmite respuestas de IA, permite que los bots se unan a un chat grupal como invitados y hablen con otros bots. Así encajan las señales de AgentStructure en los grupos y canales donde ya se reúnen traders, inversionistas y comunidades.11 de octubre de 2026 · 6 min de lectura