For agencies

Every race you're running has an AI layer your media buy doesn't reach.
Seven platforms are answering questions about your clients right now.

ChatGPT, Google AI Overview, Perplexity, and four other major platforms are synthesizing answers about your clients from whatever the web has indexed. When a voter, donor, or journalist asks about their record or positions, they get a confident answer — assembled from Wikipedia, news archives, and third-party sources your team didn't choose.

Your paid media, earned media, and digital work all operate on the web layer. None of it changes what AI platforms say. A voter at 10pm doesn't call the press office. They ask ChatGPT — and your client's opponents are indexed too.

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The measurement problem
Seven Surfaces.
None of Them You Control.
Every major AI platform is synthesizing an answer about your client right now. Your media buy doesn't reach any of them.
7
Platforms measured
dozens
Queries per surface
varies
Adversarial content rate
Google AI Overview
55% of searches
Highest reach
ChatGPT
200M weekly users
Measured
Perplexity
15M daily queries
Measured
Meta AI / WhatsApp
3B+ via WhatsApp
Underexamined
Grok
X platform
Measured
Microsoft Copilot
500M+ Windows
Measured
Google AI Mode
Growing rapidly
Measured
What this means for your clients
A voter researching your client at 10pm doesn't call the press office. They ask ChatGPT. Or use Google AI Overview. Or ask Meta AI in a WhatsApp group. What they receive is synthesized from indexed web content — weighted by frequency and perceived authority, not curated by your team.
None of your current service offerings touches this layer. Your clients are being described on a channel they don't know exists.
The product · AUDIT
What the AUDIT Finds
We run dozens of queries per surface across 7 AI platforms and score every response for accuracy, framing, and source. You see the full picture before your client does.
41
/100
AI Presence Score
Audit summary · Jordan Reyes for Senate
7
Surfaces
dozens
Queries per surface
Agency review
Ready for agency preview
Key findings · 5 identified
Critical
ChatGPT cites 2023 attack PAC content
Opposition content from prior cycle remains in citation pool and appears on 3 of 7 surfaces.
Critical
Perplexity: described as opposing climate legislation
Contradicts 2024 floor vote. Sourced from an advocacy scorecard that has since been updated.
High
Google AIO omits labor union endorsements
Five major endorsements absent from AI summaries across Google AIO and AI Mode.
High
Grok: biographical facts inaccurate
Incorrectly states prior position. Sourced from a 2021 opponent campaign page still in index.
Medium
llms.txt absent from campaign site
No structured AI-readable content layer. Policy positions not accessible in machine-readable format.
You see results first. You decide when and how to present them to your client. The AUDIT is delivered to you — not around you.
The product · GROUND
The Structured Facilitation Your Client Runs
Before any content is drafted, the campaign's own team aligns on posture and voice. You set it up. They work through it on their own time. You monitor the status.
GROUND session
Jordan Reyes for Senate
4 of 5 submitted
4 of 5 reviewers submitted · Awaiting decider
Camille Torres
Campaign Manager
Submitted
Marcus Stein
Communications Dir.
Submitted
Priya Nair
Policy Director
Submitted
David Okafor
Field Director
Submitted
Jordan Reyes
Decider
🔒
You have read access to submission status only. Submission content belongs to the campaign.
What GROUND produces
A brief capturing the campaign's agreed posture on each AI surface issue — which findings are high priority, what the candidate's voice should be in drafted content, and any issues the campaign wants to hold back. This brief locks before REMEDY begins.
Agency setup tasks
1. Configure session from AUDIT findings
2. Invite campaign team members
3. Monitor submission status
4. Receive locked brief when decider submits
You configure the structured facilitation. The campaign works through the findings on their schedule. The decider makes the final calls. You receive the locked brief.
The product · REMEDY
The Artifact Queue
Once the brief is locked, Kyanos produces a ranked queue of draft artifacts — schema markup, llms.txt, Wikipedia edits, on-brand content. You manage delivery. The campaign approves.
6
Artifacts queued
2
Agency-executable
4
Require approval
REMEDY · Jordan Reyes for Senate
Brief locked March 2026
Artifact type Status Priority Impact note Deploy
Schema markup
 Ready
High
Addresses ChatGPT citation gap on endorsements
Agency executes
Wikipedia talk page request
 In progress
High
Corrects biographical error on Grok surface
Agency executes
llms.txt
 Approved
High
Enables AI-readable policy positions on campaign site
Awaiting CMS deploy
Press release revision
 Ready
Medium
Adds structured climate vote context for indexing
Campaign approval
FAQ page draft
 Ready
Medium
Targets Perplexity climate framing error
Campaign approval
Endorsement page
 Deployed
Medium
Labor endorsements now indexed on 4 surfaces
Live
The artifact queue is a project management interface you already know how to run. Each artifact is tied to a specific finding from the AUDIT and a specific AI surface it is meant to address.
The agency platform
Your Whole Roster. One View.
Every client. Every phase. Every next action. Across your whole book of business.
6
Active clients
2
In AUDIT
1
In GROUND
2
In REMEDY
3
Actions pending
Portfolio · Meridian Digital
meridiandigital.com
CandidateRacePhaseLast activityNext action
Jordan ReyesSenate REMEDY Mar 15 Deploy llms.txt to CMS
Marcus WebbCongress AUDIT Mar 14 Review AUDIT results
Alicia FontaineGovernor GROUND Mar 13 Awaiting decider submission
Priya NairState Senate REMEDY Mar 12 Press release approval pending
David OkaforCity Council AUDIT Mar 11 No action needed
Carmen ReyesState House DEFEND Mar 10 No action needed
The portfolio view is your home screen. Not any individual client. You see where every client is in the cycle before you open a single inbox message.
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