Training Example: Magister Marketing – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Open Source Foundation·Powered by OpenClaw
[H1] Ship more marketing this weekthan most teams do in a year
Other AI tools give you a draft and send you on your way. Magister is an autonomous marketing agent that works in your tools — auditing SEO, building email sequences, managing ads, building reports, scheduling social content. You give it a task. It gets it done.Sound familiar?You ask AI for help with your marketing. It gives you a plan, a draft, maybe some suggestions. Then you close the chat and spend the next several weeks implementing it yourself.What if the AI could just... do it?How it works
[H2] Tell it what you need. It gets to work.
01
[H3] Talk to it
Open Magister on the web or in Slack. Describe what you need in plain English.02
[H3] It plans and executes
Magister taps into 32+ specialized marketing skills to do the actual work — writing copy, auditing your SEO, building email sequences, optimizing pages.03
[H3] You review and ship
Check what it built, tweak if you want, and push it live. You stay in control.See it in action
[H2] You talk. It markets.
MagisterCROPaid AdsContentEmailSEOSocialThe shift
[H2] Stop being the middleware
The old waySlow. Manual. Time-constrained.The new wayFast. Autonomous. Always running.32 marketing skills
[H2] One agent. 32+ specialized skills.
Built on Claude Code and OpenClaw. Enhanced by Marketing Skills, an open source, crowdsourced knowledge base that gets smarter with every user.
[H3] Copywriting & Content
Landing pages, homepage, feature pages, email copy, social posts.
[H3] SEO & Discovery
Audits, programmatic pages, competitor alternatives, schema markup.
[H3] Conversion Optimization
Page CRO, signup flows, onboarding, forms, popups, paywalls.
[H3] Paid & Distribution
Google Ads, Meta, LinkedIn campaign creation and management.
[H3] Growth Engineering
Free tools, referral programs, A/B tests, analytics setup.
[H3] Strategy & Planning
Pricing, launch plans, marketing psychology, competitive intel.Capabilities
[H2] Every tool a marketer needs, already loaded.
Magister ships with a live browser, its own inbox, real integrations, and the ability to run multi-step work without you watching it.Workflows
[H3] Build it once. Run it on repeat.
Describe the process — research this, write that, publish there. The agent sequences it, runs it, and delivers results on schedule.Teams & Projects
[H3] One workspace. Many campaigns.
Invite your team, spin up a project per brand or campaign, and keep context, tools, and history cleanly separated across all of them.OAuth Integrations
[H3] Authenticated and ready to act.
Connect GitHub, Webflow, WordPress, Wix, and more. The agent logs in once, then publishes posts, updates pages, and pushes code — without you in the loop.Slack Integration
[H3] Run it straight from Slack.
Drop a message in your team channel — @magister, handle this. It picks up the task, does the work, and posts the result back in the thread.Browser Control
[H3] It browses. It reads. It acts.
The agent opens real websites, reads what's there, and does something about it — scraping competitor pricing, filling forms, pulling live data. No screenshots, no workarounds.Agent Email
[H3] Your agent has its own inbox.
Every project gets a @yourco.magister.ai address. The agent checks it, replies to partners, sends outreach, and follows up — as a named member of your team.Integrations
[H2] Works with the tools you already use.
[IMG: Google Analytics]
Google Analytics
[IMG: Google Ads]
Google Ads
[IMG: Meta Ads]
Meta Ads
[IMG: GitHub]
GitHub
[IMG: Slack]
Slack
[IMG: HubSpot]
HubSpot
[IMG: WordPress]
WordPress
[IMG: Vercel]
Vercel
[IMG: Kit]
Kit
[IMG: Stripe]
Stripe
[IMG: Ahrefs]
Ahrefs
[IMG: DataforSEO]
DataforSEO
[IMG: Zapier]
Zapier
[IMG: PostHog]
PostHog
[IMG: Webflow]
Webflow
[IMG: Buffer]
Buffer
[IMG: Intercom]
Intercom
[IMG: Notion]
Notion
[IMG: Search Console]
Search Console
[IMG: Hotjar]
Hotjar
[IMG: Mixpanel]
MixpanelAnd more coming soon.Not another SaaS tool
[H2] A real computer with a built‑in agent.
Most AI tools share a server with thousands of users and forget you the second the session ends. Magister is different.
[H3] Your own dedicated server
Every customer gets an isolated machine — not a shared queue. Your agent runs on its own infrastructure with its own memory and context.
[H3] Writes code to solve problems
Magister doesn't just fill in templates. It writes real code — scripts, automations, custom solutions — whatever your problem actually requires.
[H3] Stores everything for you
Files, data, research, past work — it's all persisted on your server. Your agent remembers what it's done and builds on it.
[H3] Gets better over time
Your agent learns your brand, your voice, and your workflows. The more you use it, the sharper it gets.Who it's for
[H2] Built for marketers who'd rather ship than plan.
[H3] SaaS founders
wearing the marketing hatYou've got 30 minutes between product calls. Magister turns that into a fully written landing page or email sequence.
[H3] Solo marketers
doing the job of fiveYou know what needs to happen. You just can't get to all of it. Magister handles the execution so you can focus on strategy.
[H3] Growth teams
that move fastYour backlog of marketing tasks keeps growing. Magister works through it while you focus on what only humans can do.Why Magister
[H2] Not another chatbot.
ChatGPT / ClaudeMagisterGives you adviceActually does the workWorks in your toolsAvailable 24/7Knows your brand contextPer sessionPricing
[H2] The marketing team you've been putting off hiring.
[H3] Team Plan
$199/moYour AI marketing team, on demand. Includes 1 project with a dedicated agent, server, and usage credits.✓1 dedicated AI agent + server✓$100/mo in usage credits✓Unlimited team members✓All 32+ marketing skills✓Slack, GitHub, Google Ads & more✓Workflow automation✓Email drafting & approvalGet early access
[H3] Additional Projects
+$100/mo per projectAdd a dedicated agent for another brand or client. Each project is fully isolated with its own server, integrations, and history.✓Dedicated server per project✓Isolated integrations & data✓+$50/mo usage credits per project✓Separate chat history & workflows1 project−$199/mo+Built by marketers
[H2] Not another AI tool built by people who've never run a campaign.
[IMG: Corey Haines]
[H3] Corey Haines
Founder of Conversion Factory, a SaaS marketing agency. Creator of Marketing Skills, the most-starred open source repo for marketing AI agents.
[IMG: Elliot Eckholm]
[H3] Elliot Eckholm
Co-founder and OpenClaw power user. Has led machine learning engineering for startups serving millions of users. Also building SwipeWell.“We've spent years doing SaaS marketing by hand. Magister is the tool we wish we had.”FAQ
[H2] Questions
Do I need to bring my own API keys?How is this different from just using ChatGPT or Claude?What can it actually do right now?Is my data safe?Can I use it in Slack?
[H2] Ready to stop doing it all yourself?
We're opening this up gradually. Drop your email and we'll be in touch.

[H1] Changelog
The latest updates and features from Magister.May 12, 2026
[H1] More control over your briefs
Customize when each brief arrives — cadence, day, and time — or pause a brief without deleting it.Daily briefs were one-size-fits-all: every project got the same morning email on the same schedule. Two changes this week put you in the driver's seat.
Schedule editor. Click any brief card on /briefs and you can now pick its cadence (daily, weekly, or monthly), the day of the week or day of the month it should fire, and the time of day. Each brief in the project can be on its own schedule — a weekly Monday-morning AI Visibility recap can sit next to a daily 7am operations brief.
Pause toggle. Every brief card has a pause switch. Pause a brief and it stops firing without losing its history, settings, or any of the data feeding it. Flip it back on whenever you want. There's also a bulk pause/resume if you want to quiet everything at once — handy for vacations, project pauses, or when you're heads-down on a launch.May 12, 2026
[H1] Discovered Competitors
A new AI Visibility tab that surfaces every brand co-mentioned with yours in AI responses, ranked by frequency.When ChatGPT, Claude, Gemini, or Perplexity answer questions about your category, they're naming other brands too. Some are direct competitors. Some are platforms like Reddit or YouTube. Some are upmarket peers you didn't know AI was placing you next to.
The new Competitors tab on the AI Visibility surface surfaces the full list — every brand mentioned across your tracked AI responses, ranked by how often each one shows up. Promote any of them to your tracked list with one click. Variants like "HubSpot" and "HubSpot.com" fold into a single row so the leaderboard reflects reality, not spelling.
Available now at /analytics?tab=ai_visibility_competitors. Empty on first load — discovered brands populate from new tracker runs after this update.May 8, 2026
[H1] Autonomous bullet execution
Every What I'm doing today bullet from the morning brief now runs as its own workflow — paused on missing integrations, auto-resumed when you connect.The daily brief always listed what the agent planned to do that day. Now each bullet on that list actually runs — as its own workflow, on the day it was scheduled, without you starting it.
If a workflow needs an integration you haven't connected, it pauses and emails you a one-click connect link. Connecting completes the OAuth and resumes the workflow where it left off — no manual restart, no lost progress.
The next morning's brief includes an Outcome reflection on every bullet from the day before: what got done, what got blocked, what changed in the world because of it. The agent is now genuinely working on its own between your check-ins, not just promising it will.May 7, 2026
[H1] Daily briefs archive
Every brief is now archived in-app at /briefs, with calendar pills, sandboxed previews, and Open in chat jumps.Daily briefs used to live in your inbox and nowhere else. Now every brief the agent sends is also archived at /briefs — a chronological list, sandboxed iframe preview for each one, and a one-click jump to the original chat thread.
Briefs also show up as pills on the marketing calendar at /calendar, so you can see at a glance which days had a brief delivered and click straight through to read it. The Open in chat button on any archived brief drops you into the conversation that produced it, so you can ask follow-up questions or react to what the agent said.May 7, 2026
[H1] Re-run audits on existing projects
Run the full Magister audit on a project you've already set up — same flow as onboarding, accessible from analytics.The pre-signup audit ran once, during onboarding, and that was it. Now you can re-run the full audit any time from /analytics/magister-audit.
Same three-phase flow as the onboarding version — site research, content analysis, workflow recommendations — but on a project you've already configured. Useful after a rebrand, a domain change, a major content launch, or just every few months to see how the agent's view of your business has evolved.
Results stream in live via SSE, same as onboarding, and the new plan replaces the old one as the agent's working reference for the project.May 6, 2026
[H1] Live context-window pill
See how full the model's context window is in real time, compact on demand, and auto-compact at a threshold you set.Every chat now has a context-fill pill next to the model picker. It updates live as the conversation grows, so you always know how much room the model has left to think.
When the pill turns yellow, you can hit Compact now to summarize the conversation so far and free up context without losing the thread. If you'd rather not babysit it, set an admin-level auto-compact threshold (default 80%) — the agent will compact on its own when it hits that line.
Long sessions just got dramatically more manageable. Big audits, multi-day workflows, and chat threads with lots of file context can run for hours without hitting a wall.May 6, 2026
[H1] Built-in social posting
Schedule and publish posts directly to twelve social platforms — one-click OAuth, free to use.The agent can now post directly to twelve social platforms: Instagram, X, TikTok, LinkedIn, Facebook, Threads, YouTube, Pinterest, Reddit, Snapchat, Telegram, and Google Business Profile.
Connect each platform with a single OAuth click under Settings → Connections → Social Accounts. The agent schedules and publishes through the new social skill — no third-party scheduler subscription, no Buffer or Hootsuite middleman. Posting is included free in every plan.
Every chat has a new Social tab in the right-side panel where you can see scheduled posts, drafts, and recent activity across all your connected accounts at once.May 1, 2026
[H1] Mid-conversation integration connects
Connect Slack, GitHub, or any integration mid-chat and the agent picks it up on the next turn — no session restart.Until now, connecting a new integration in the middle of a chat session meant the agent didn't know about it until the next session. Awkward when you're mid-task and the agent says "I'd need access to your Slack to do that."
Now the agent re-reads INTEGRATIONS.md every turn. Connect Slack, GitHub, Shopify, or any other integration from a different tab — the next message you send picks it up automatically. The agent immediately has the new tools available and can finish what it was doing.April 30, 2026
[H1] Sub-agent notifications
When a background sub-agent finishes its task, the result posts back into chat with a Background task badge.The agent often spawns sub-agents to handle parallel work — research, scraping, multi-step audits. Until now, those finishes were invisible until you opened the chat and asked. Now the result posts directly back into the chat thread when the sub-agent completes, with a Background task badge so you can see at a glance what's a follow-up vs. a fresh message.
If you're not in chat when it lands, the message is still there in the thread when you come back. Nothing is lost to a closed tab.April 29, 2026
[H1] AI Visibility
A new analytics surface that measures how your brand shows up across ChatGPT, Claude, Gemini, Perplexity, and Google's AI Overview.AI search is rewiring where prospects find you. AI Visibility is the new analytics surface that measures it — three tabs under /analytics.
Trackers runs prompt sets on a daily, weekly, or monthly cadence against eight AI sources (Claude, ChatGPT, Gemini, Gemini Grounding, Google AI Overview, Perplexity, Grok, Copilot). Each response is graded on a seven-dimension rubric covering visibility, recommendation, depth, framing, citations, competitive positioning, and accuracy. A time-series chart rolls those scores up so you can answer the question that used to have no answer: is our brand getting more visible in AI search over time?
Citations surfaces the domains AI search results cite as sources when your brand isn't the cited domain. The PR and SEO opportunity surface — every domain in the list is somewhere you should be pitching or earning a mention.
AEO Audit scores your site for AI-readiness across five categories: discovery, structure, content, technical, and rendering (SSR). Re-run it as you fix things and watch the score move.April 27, 2026
[H1] Shopify integration
Connect a Shopify store with your own Admin API token. The agent can read products, orders, customers, and inventory.The agent can now talk to your Shopify store. Connect by entering your shop domain and an Admin API access token from the Shopify Apps section of your store.
This is a Bring-Your-Own-Key integration — calls go through the gateway with your token, so we never see or store credentials in plain text. The agent gets read access to products, orders, customers, collections, and inventory. Useful for catalog audits, customer-segment analysis, and pulling order data into briefs.
Available now under Settings → Connections → Shopify.April 27, 2026
[H1] Wix integration
Connect a Wix site by pasting an API key and account ID — no OAuth dance.The agent can now read your Wix site's content, products, and analytics. Connection is API key based — paste the key and your account ID from the Wix developer dashboard and you're done. No OAuth round-trip, no third-party app install.
Replaces the dormant OAuth path that never got finished. The new flow is faster to set up and easier to revoke — delete the key in Wix and the connection stops working immediately.
Available now under Settings → Connections → Wix.April 24, 2026
[H1] Video creation skills
The agent can now create programmatic videos with Remotion and HyperFrames.Two new skills for creating videos with code:
Remotion — build videos with React and TypeScript. The agent can create compositions, animate with interpolation and springs, sequence scenes, and render to MP4. Good for data-driven videos, product demos, and templated content you want to generate at scale.
HyperFrames — build videos with HTML, CSS, and GSAP animations. The agent authors video compositions as HTML files with data attributes for timing and GSAP timelines for motion. Good for title cards, social content, and anything where you want direct control over the visual design.
Both are available to all users on the next machine update.April 23, 2026
[H1] Website audit
A pre-signup audit that analyzes your site and generates a marketing plan before you even create an account.Before you sign up, Magister now runs a full audit of your website. Enter your URL and the agent researches your site — crawling your sitemap, scanning nav and footer links, and profiling your tech stack via BuiltWith — then generates a three-phase marketing plan.
Phase 1 identifies your brand, audience, and voice. Phase 2 analyzes your site structure, SEO, and content gaps. Phase 3 recommends specific workflows to automate, an execution timeline, and your first steps.
The audit is designed to show you what the agent would actually do for your business before you commit. When you're ready, one click sets up your project with the recommended workflows pre-loaded.April 21, 2026
[H1] Guided tour
A 12-step onboarding tour that walks new users through the app, plus a help button to replay it anytime.New users now get a guided tour the first time they visit chat. It walks through the key surfaces in 12 steps — the agent, model switcher, file uploads, workflows, calendar, analytics, and integrations. Takes about 90 seconds.
If you want to revisit it later, there's a ? button in the top-right corner of the app that lets you replay the tour anytime.April 20, 2026
[H1] Credit usage indicators
See remaining credits, session cost, and usage percentage right in the chat input.The chat input now shows your remaining credits and what the current session has cost. A small indicator displays your usage percentage so you always know where you stand before sending a message.
Behind the scenes, we migrated LLM routing from OpenRouter to direct provider APIs (Anthropic, OpenAI, Gemini). This improves reliability, reduces latency, and gives us more accurate cost tracking — which is what powers the new indicators.April 19, 2026
[H1] Analytics dashboard
A unified analytics dashboard pulling data from GA4, Google Search Console, PostHog, Stripe, and Meta Ads.The new Dashboard tab gives you a single view of your marketing data across five sources: Google Analytics, Google Search Console, PostHog, Stripe, and Meta Ads. Connect any combination and the dashboard populates with the relevant panels.
Each source gets its own section with KPI tiles, charts, and breakdown tables — sessions by channel, search queries by position, revenue over time, ad spend vs. conversions. The charts use real data shapes (stacked area for traffic, dual-axis for impressions/clicks, histograms for rank distribution).
A unified event timeline overlays workflow runs, agent emails, GitHub pushes, and Vercel deploys on every time-series chart, so you can correlate what the agent did with what happened to your metrics.April 18, 2026
[H1] Google Search Console
Connect Google Search Console as a standalone integration for search performance data.Google Search Console is now a first-class integration. Connect it from Settings → Connections and the agent can pull your search queries, impressions, clicks, and average position data.
Like Google Analytics, it's independent of Google Ads — you don't need an ad account to see your organic search performance. After connecting, the agent automatically discovers your verified sites.April 18, 2026
[H1] Workflow calendar
A monthly calendar view showing scheduled workflows, past runs, emails, and Slack messages.There's a new Calendar page in the sidebar. It's a monthly view that shows everything your agent has scheduled and everything it's done — workflow runs, chat sessions, emails sent, and Slack messages posted.
Each event type has its own color and you can filter by category. Scheduled workflows show as future events based on their cron schedule. If a workflow is paused or failed, the pill reflects that visually. On mobile, it collapses to a list view.April 17, 2026
[H1] Smarter agent memory
The agent now consolidates its memory daily, keeping context lean and relevant.The agent used to accumulate memory files without much cleanup, which made its context window bloated over time. Now it runs a daily consolidation cycle that distills daily notes into long-term memory, prunes redundant entries, and caps file sizes.
The result: the agent starts each session with about half the context tokens it used to, which means faster responses and more room for your actual conversation.April 10, 2026
[H1] Google Analytics integration
Connect Google Analytics as a standalone integration, separate from Google Ads.Google Analytics is now its own integration. Previously it was bundled with Google Ads, which meant you needed Ads access to connect GA4. Now you can conne