Answer every client's AI question with evidence.
Every client now asks how AI assistants describe them and what to do about it. Eidoscore gives you a defensible answer per client: tracked questions with ranges, public Telegram and Reddit narratives, and a reviewed brief you can put your name on.
A single screenshot proves nothing.
Language models return different answers to the same prompt on different days, so one screenshot proves nothing and one score invites a challenge you cannot answer. A defensible method needs scheduled runs, honest ranges and the raw answers stored.
Across a portfolio the method is only half of it. Client evidence has to stay separate, the right reviewer has to see the right draft, and an account director has to explain last month's movement in the room without a technical briefing first.
A client asks why last month's number moved, you cannot explain the variance, and the credibility you spent a year building on strategy is spent in a single meeting.
Separate workspaces, the right reviewer, a brief with your name on it.
Two screens from the workspace, with the evidence one click away. Every figure is a range across scheduled runs, and every narrative links to the posts and answers behind it.
Route every draft to the right reviewer, per client.
Each client has its own workspace with its own topics, sources and reviewers. Recommended actions arrive as drafts with the narrative they answer, an owner and a due date, and leave pending review only when a named person on the account approves.
- A separate workspace per client, so evidence is never mixed
- Admin and reviewer roles, SSO and two-step verification
- An audit log of every approval that cannot be edited or deleted

Hand each client a brief on a fixed schedule.
A weekly brief is generated every Monday at 06:00 and a monthly brief follows, each fixed once generated and exported as PDF or DOCX. An Eidoscore analyst reviews the flags before each one, so the account team sends a document it can stand behind rather than a link to a dashboard.
- Weekly and monthly briefs per workspace
- Fixed once generated, so the version the client read is the one on record
- PDF or DOCX, ready to forward

What we monitor for you.
The topics, sources and question sets we set up for teams like yours.
Per-client workspaces
Separate topics, sources and reviewers for each client, each in its own workspace.
Method transparency
Scheduled runs per engine, ranges rather than single scores, and every raw answer retained so any figure can be traced back.
Client-ready output
Briefs written for people who never open the workspace, with evidence links, scores and recommended actions in each one.
Reviewer control
Named approvers per workspace and an audit trail behind every alert, so responsibility is always attributable.
Three jobs it does for agencies and consultancies.
Each one ends in something a named person can review, approve and send.
- 01
Run monitoring across multiple client topics from one platform, with reviewer roles
- 02
Client-ready reporting: evidence links, scores and recommended actions in every brief
- 03
A method you can defend in the room: scheduled runs, ranges, every raw answer stored
Questions we hear from agencies and consultancies.
Something else?
The full list covers sources, method, security and commercial terms.
Yes. Each client gets its own workspace with its own reviewer roles and briefs.
Branded reporting is agreed per engagement.
An Eidoscore analyst reviews flags before each brief is generated. Your team owns the client relationship, reviews every action in the workspace and makes the decisions.
What the brief contains.
A weekly brief every Monday at 06:00 and a monthly brief, both fixed once generated and exported as PDF or DOCX.
- An executive read: what happened, in plain language
- AI perception as a median with its range across scheduled runs
- Open citation gaps, each with its recommended action
Flags are reviewed by an Eidoscore analyst before the brief is generated. Approval stays with you.
Reports in the product
EU-hosted, public sources only
Public Telegram channels and Reddit communities. Never private groups.
Topics and narratives, not individuals
Flags are early warnings held for a reviewer, never automated accusations.
A named person approves every action
Nothing is published or sent on its own, and the audit log cannot be edited.
See this on your own narratives.
A working session on your questions and channels, with real answers and sources. Nothing is sent without your approval.