Paste a mailer, a script, a stump line, or two competing framings. ElectorateIQ puts it in front of the exact electorate you're trying to move — and shows you which version appears to lift support, where it risks backfiring, and which voters warm to it. Rewrite and run it again the same afternoon.
Read reactions relatively — which message moves more, and for whom — not as a forecast.
“I'll cut the property taxes squeezing families out of their own homes.”
“I'll fully fund every classroom so our kids get a fair start.”
Illustrative. Directional read of relative lift, not a forecast.
Drop in a mailer, a TV or radio script, a stump line, an email or text, or two framings you're torn between.
Choose the geography and audience that matter — the district you're contesting, the persuadable slice you need.
See relative lift, backlash risk, what appears to resonate and what falls flat, and where subgroups pull apart — with synthetic verbatims for the why.
Tighten the language and test again against the same panel. Iterate until the message holds where you need it.
ElectorateIQ tests the language of your campaign — the message, the framing, the argument. It reads text, so anything you can write down, you can put in front of the electorate.
Direct mail, TV and radio scripts, and the talking points behind them — before the buy is committed.
Social posts, fundraising emails, and text-message copy — the words that carry the message.
A full speech or a single line. Find the passage that lands and the phrasing that carries it.
Two ways of saying the same thing, head to head — and the subgroups each one wins or loses.
Test the opposition's likely hit and your rebuttal against it — find the response that contains the damage.
Shortlist the slogan that appears to resonate widest before it goes on every sign in the district.
ElectorateIQ reads text, so it tests the words — the message and framing — not visual creative, imagery, or audio.
Every test returns more than a winner. You see how far a message is likely to move the audience, who it moves, where it may cost you, and — in the voters' own synthetic words — why.
“Property taxes aren't my problem — I rent. Talk to me about what I actually pay.”
A message test is only as good as the audience answering it. ElectorateIQ answers with a real electorate, on a proprietary engine — not a chatbot improvising a focus group.
| A chatbot "focus group" | ElectorateIQ | |
|---|---|---|
| Who answers | An LLM improvising a persona | Twins on real Census, party & turnout |
| What they believe | Made up on the spot | A real survey respondent's donated attitudes |
| The model | A general-purpose chatbot | Proprietary Consumer + Social ensemble |
| Local resolution | Generic national average | Your ZIP, precinct, or district |
| Accountability | Unvalidated | Back-tested against real results |
Early validation, expanding. Against a live Navigator Research immigration study, ElectorateIQ ranked message framings in line with the published toplines (Spearman 0.69 across eight audiences). It discriminates best when messages genuinely differ; near-ties are harder. More voter message-testing wargames are underway — see the full validation or ask us for the latest.
We'll put it in front of your district and show you the read — before the buy.