MiroFish

Public opinion analysis

Public opinion analysis should reveal reaction paths before a message goes live.

MiroFish helps teams rehearse likely audience reactions, objections, tone risks, missing evidence, and response paths. It is strongest when the public move has real groups with different incentives.

MiroFish workspace showing graph context, agent personas, and simulation settings for Public opinion analysis
MiroFish turns seed material into graph context, agent perspectives, simulation events, and a report the reader can challenge.

When this scenario fits MiroFish

Use this page before publishing a statement, announcement, policy note, product change, or crisis response that different audiences may read differently.

The value is the reasoning path: a concrete event, named actors, seed material, branch comparison, visible limits, and one next test.

First-run brief

Prepare the scenario before opening the console

Draft message

Bring a compact note so the run can stay grounded and reviewable.

Audience groups

Bring a compact note so the run can stay grounded and reviewable.

Known objections

Bring a compact note so the run can stay grounded and reviewable.

Supporting evidence

Bring a compact note so the run can stay grounded and reviewable.

Publication timing

Bring a compact note so the run can stay grounded and reviewable.

Tone constraints

Bring a compact note so the run can stay grounded and reviewable.

Copy-ready MiroFish prompt

We plan to publish this message. Here is the draft, target audiences, prior objections, evidence, and timing. Simulate likely reactions by group, identify wording risks, missing evidence, and one safer revision to test.

Actors to separatePlausible branchesSignals to verify
Supporters
Skeptics
Affected users
Reporters
Undecided readers
Message lands because the evidence is clear
Message triggers fairness or accountability objections
Message is ignored because the practical effect is unclear
Which sentence gets challenged
Which audience asks for proof
Which missing context changes tone

How this catches hot-event traffic

A breaking event page can link here when the reader asks what may happen next. This route explains the reusable method; the event page can stay short, current, and specific.

For fresh stories, write one event brief, choose the matching scenario page, paste the prompt into MiroFish, and publish only the branches that remain useful after human review.

FAQ

Public opinion analysis FAQ

What should I prepare?

Prepare Draft message, Audience groups, Known objections, Supporting evidence, Publication timing, Tone constraints.

What does MiroFish return?

An audience reaction report with supporter language, critic objections, neutral-reader confusion, evidence gaps, and message changes to test.

What should I not expect?

Simulation is not polling. It should guide message testing, interviews, surveys, and live listening instead of replacing them.

Related MiroFish paths