SEIU Member Mobilization
The right message.
Using ethical AI, every member gets a one-to-one conversation that meets them where they are, speaks in SEIU’s own words, and asks for the one step they can actually take.
The outcome: activation grows from 1% to 3–10% inside the ten weeks that decide the midterms.
Three to ten times today’s response, from the same members, inside one ten-week window.
The People Are There.
The Ask Has Been Wrong.
SEIU wants a million new members in three years and a midterm impact this fall. Today’s ~1% who respond are the people already willing to march. The opportunity is everyone else, and it’s won by focusing on three things:
Not one group but several generations, each with its own habits, channels, and reasons. Largely unreached today.
Atlanta, Nashville, Durham, and Houston: the swing cities where activation converts directly into fall outcomes.
Today's responders already march. The growth lives at Learn, Visibility, and Connect: the steps everyone else can actually take.
The Map
Where the Swing Lives
The strongholds can already disrupt at scale. The growth markets need years. The four competitive cities are different: Atlanta, Nashville, Durham, and Houston are the swing opportunities.
These are the places where SEIU can do some disruption today, where the fall map is genuinely in play, and where every newly activated member converts into a demonstrable election outcome. Activation here isn’t symbolic, it moves swing states.
Source: SEIU geography mapping shared in discovery, strongholds, competitive, and room-to-grow are their own designations.
The Personas
Five People Under 35.
Five Different Right Asks.
“Under 35” isn’t one audience. It’s several generations with different platforms, barriers, and reasons to say yes, and each persona sits at a different entry point on the continuum.
Maya works double shifts caring for two elderly clients. She's a dues-paying member who has never opened a union email. She cares, about her clients' Medicaid, her own rent, her mom's status, but she has never once thought of herself as someone who 'protests.'
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Walk Maya’s full journey →The Methodology
The Continuum of Disruption
Every step up asks for more, and fewer people are ready to give it. Almost everyone will learn. Very few will risk arrest. The methodology: meet each person at their step, answer their barrier, and invite them one step further. Disrupt with your money, your learning, your voice.
I want to understand.”
This is an easy way to become involved if you don't have time.
Source: Keith Speers, Continuum of Disruption (July 2026). Audience shares are illustrative, the triangle principle: each rung holds fewer people, so every rung needs its own on-ramp. Consistent with ladder-of-engagement models in organizing practice.
The System
Design First. Then the Agent.
Then One-to-One, at Scale.
Design everything around the personas
Before any AI, the continuum gets built out persona by persona: the language for each stage in SEIU's own Embrace-column words, the actions sized to each barrier, the tools ready to hand over, the timing mapped to the campaign clock.
- Language architecture per stage and persona, legally reviewable
- Every barrier answered with a real, doable ask
- Map it wrong and the AI gives you crap, this is why design comes first
Build the agent on that foundation
The agent is the design, made conversational: a short intake places each person on four dimensions, generation, geography, continuum stage, barrier, and selects the one right ask from the library the design phase built.
- Four questions in, one matched ask out
- Questions adapt to every answer, no two people get the same conversation
- Ethical by design: transparent about what it is, nothing shared, opt out anytime
A one-to-one relationship, at scale
From there the agent holds a personal thread with every member: the right ask, on their channel, at their moment. Each response makes the next ask smarter, and each completed ask moves them one step along the continuum.
- Delivered through trusted member channels, never a public website
- Every response measured against the 1% baseline
- One step at a time, thousands of people at once
The agent tells people exactly what it is and what it does. No information is shared or sold; responses are used for one purpose: to place the right request in front of the right person. Opt-in, opt-out anytime, and the legal guardrails from SEIU’s own messaging guide are enforced in the system, not left to memory.
The Engagement
Scoped to Land Before Election Day
- Every stage fully specified: actions, barriers answered, messaging, tools, and asks
- Entry-side build-out first, that's where the 3–10% lives
- Message architecture per stage in the guide's Embrace language, legally reviewable
- Alignment with the July–October campaign arc and the geographies that matter
- The strategy layer the AI depends on, map it wrong and AI gives you crap
- The agent this site demonstrates, intake, persona, matched ask, built on the continuum
- Distributed through member channels in 1–2 pilot cities from the growth map
- Per-channel tracking against the 1% baseline: the success metric is measured lift
- Everything it learns feeds the mobilization app when it ships
- Proof of concept for SEIU, and for every campaign that comes after
Beyond Election Day
The agent collects the data points; once a month it becomes a report with talking points, measured lift, emerging leaders, which asks are landing where. Recurring value from work that's already running.
AI changes underneath you, and results decay if no one farms them. The engagement includes oversight: refreshed inputs, message tuning against the response data, and the guardrails re-checked as the corpus evolves.
After the midterms, the agent may need deliberate downtime, so no one ever thinks "oh, it's that again." Pause, retune, and restart on the next campaign clock.
Work begins immediately; the activation window is July through mid-September. October 24 and the midterms are the finish line.