Write the method once. Run it in the AI you already use, for every client or brand.

A skill is a method you save once, like your site audit, and your AI follows it step by step. Unilytics keeps your skills with each client's or brand's context beside them. It works in Claude today.

Your first Google sign-in creates your account; no invite. Email-code account? Use an API key (below).

New accounts start with 50 credits. Connecting, and reading your skills, projects and client context, costs nothing; research tools and some writes use credits.

Add Unilytics to Claude in 3 steps

  1. In claude.ai, open Customize, then Connectors, and choose Add custom connector.

  2. Name it Unilytics, paste the URL below and click Continue. Keep the sign-in settings Claude detects and click Add.

  3. Click Connect and sign in with Google. New to Unilytics? This creates your account. Then ask Claude: "List my Unilytics projects."

URLhttps://mcp.unilytics.ai/mcp

Claude's Free, Pro, Max, Ultra, Team and Enterprise plans can add it. Free allows one custom connector: if you have one, remove it or upgrade. On Team or Enterprise, an owner adds it first under Organization settings → Connectors, then you click Connect on it. Source: Claude Help Center, checked 7 November 2026. Full steps

Your methods and every client's context, in one place

Illustration of a skill in Unilytics: the aeo-audit skill in the Acme Bikes project, with its details, its files (SKILL.md, a reference folder and a data folder) and the first steps of SKILL.md. Beside it, an AI client saves version 13 of the skill and adds a note to the skill's memory.
  1. 01

    Every client or brand, its own project

    Each client or brand gets a project with its Brand Kit, knowledge base and collaborators, so every skill runs against the right context.

  2. 02

    Each skill is your method, written down

    A skill holds the steps your AI follows, the thinking behind them and the tables it checks its work against. You write it in plain words, the way you'd brief a colleague.

  3. 03

    Every save is a version

    Each save becomes a new version with a note on what changed, and a guard stops two edits from overwriting each other.

  4. 04

    Your AI works the skill's steps

    Your AI finds the right skill, loads the project's context and works through the skill's steps with the research tools.

  5. 05

    The deliverable the skill promises

    The run ends in the skill's output, here a twelve-slide audit deck on how AI answers name the brand, with speaker notes, ready for the client.

  6. 06

    The skill gets better

    What a run teaches is written to the skill's memory, and the skill reads its memory at the start of the next run.

What built-in skills don't do

Claude and ChatGPT can each keep skills now, inside their own app and without your clients' context. Unilytics keeps one library outside any one app, with each client's context beside it.

  • One library, outside any one AI app

    Your skills live in Unilytics, not inside one AI app. claude.ai, the Claude desktop app and Claude Code (Anthropic's coding assistant) load them over one connector today.

  • Context per client or brand

    Your AI pulls in each project's Brand Kit and knowledge base when it runs a skill for that client, so one method fits every client or brand.

  • Every version kept

    Each save is a new version, with a check that stops two edits from overwriting each other.

  • The right skill for the task

    Describe the task and Unilytics returns the best-matching skills across yours, your projects' and ours, each with the reason it matched.

For anyone who works through their AI

  • Consultants and agencies

    One method library for every client. Each client's project holds its Brand Kit and knowledge base, so the same skill fits each brand.

  • In-house marketing teams

    One brand, many people. The team shares the same versioned skills and brand context, so everyone's AI works the team's way.

Setting it up for a team? The 3 steps at the top are all you need; on Team or Enterprise, an owner adds the connector once. How agents use Unilytics is for developers building their own software.

Field-tested on our own client work

We built the skill system on our own client work before it was a product, starting with answer engine optimization (AEO: getting a brand named in AI answers). As of 24 October 2026, the founder's library held 58 skills and 943 saved versions, with the keyword research skill at version 85. Eight of those methods ship with Unilytics, scrubbed of client names: four for AEO, the rest for SEO audits, page structures and client documents.

  • Workbook

    AEO keyword research and prompt simulation

    Keyword research for a client, or building the set of prompts to track in AI answers.

    Delivers · A checked workbook with a prompt map and a keyword map, then a baseline and share of voice.

  • Deck

    Quick AEO audit

    A fast AI-visibility audit or share-of-voice deck for a client or a prospect.

    Delivers · A deck of about a dozen slides with speaker notes, built on a baseline across ChatGPT, Claude and Perplexity.

  • Prompt matrix

    AEO prompt audit

    Cleaning up a list of tracked prompts that has grown messy.

    Delivers · Keep, rewrite, remove or review on every prompt, with a reason, a coverage matrix and a retire plan.

  • Deck + workbook

    SEO audit deck and workbook

    An SEO or site audit of a client.

    Delivers · An audit deck, optional workbooks, a 90-day roadmap and a health score.

  • Clusters

    Prompt-to-page SERP clustering

    Mapping tracked prompts to pages, or finding AEO content gaps.

    Delivers · Prompt clusters assigned to existing or new pages, with an opportunity score per page.

  • Word doc

    Competitor comparison page template

    "Brand vs rival" and alternative-to pages.

    Delivers · A short Word document with the page order and benchmark screenshots, drawn from 12 published comparison pages.

  • Word doc

    Industries page structure

    An industries hub, an industry page template, or where industries sit in the menu.

    Delivers · A Word document with wireframes, benchmark screenshots, a CMS field model and build checks.

  • .docx

    Doc template design

    Client-facing Word deliverables that must look on brand, or use the client's own template.

    Delivers · A branded .docx, with the generator and a render check.

Every client in context

  • Projects

    One project per client or brand, so skills always run against the right context.

  • Brand Kit

    The client's voice, writing rules and key facts, which your AI pulls in when it works for that client.

  • Knowledge base

    Store the client's or brand's documents, pasted notes and pages with the project.

Illustration of what an agent receives from get_project_context for one client project: the published Brand Kit, with the brand's description, tone of voice and call to action, its content types and its writing rules.

Works with the AI you use

  • One-URL connector

    Add Unilytics to claude.ai, the Claude desktop app or Claude Code with one URL and a Google sign-in.

  • If the connector can't work for you

    Most people don't need this. If you made your Unilytics account with an email code (the connector signs in with Google only), or you'd rather keep Claude Free's one custom connector for something else, use an API key: you create it in the Unilytics app, and it needs the Claude desktop app, Node.js and a short settings-file edit. The steps

  • Only if you use Claude Code

    Claude Code is Anthropic's coding assistant for developers. On claude.ai you don't need it: follow the 3 steps at the top of this page. In Claude Code, paste the line below: it adds Unilytics after your yes, and you sign in with Google.

Only for Claude Code: paste this line
Set up Unilytics from https://unilytics.ai/setup.md

Your AI acts. You stay in charge.

  • Private to you

    Your skills and client context are private to your account and the collaborators you invite to a project.

  • Nothing erased in one step

    Deleting a skill archives it; nothing you wrote is erased by one click or one request from your AI.

  • Spending has a ceiling

    New accounts start with 50 credits. Connecting, and reading your skills, projects and client context, costs nothing; research tools and some writes use credits. Spending stops at the balance on the account.

Coming next

Not built yet. Everything above this section works today; each item here moves up the page once it works.

  • ChatGPT and Grok

    The same one-URL connector in ChatGPT and Grok.
    Planned
  • Comparing and restoring versions

    See what changed between two versions of a skill, and restore an earlier one.
    Planned
  • Tests on every skill

    Example tasks saved with each skill, with what a good result looks like, checked before a new version goes live.
    Planned
  • Helpers that improve your skills

    AI helpers that work in the background and suggest fixes, merges and the next version of your skills, for you to approve.
    Planned
  • Reference notes from a chat

    Turn a chat with your AI into reference notes inside a skill.
    Planned
  • Deliverables as templates

    Save a finished deliverable as the template the skill fills next time.
    Planned

Save the next method you run. Reuse it for every client or brand.

Create your account and start on your own today. For a plan or more credits, including agency and team plans, write to sales@unilytics.ai.