Analytics Mates vs SystemSculpt (2026)

Analytics Mates

https://www.analyticsmates.com

Analytics Mates is the company behind The Helm, an AI-powered analytics platform designed to help teams reason about their Google Analytics data. We combine automation with practical experience working across hundreds of brands to surface clear insights, prioritize actions, and support better business decisions. --- Site Content --- Be among the first to try The Helm, our AI-powered assistant built for GA4. Early access is limited to just 100 users. Sign up today Understanding Different Attribution Models within GA4 Wednesday, December 13 at 4pm ET Sign Up About Us Our Services Google Analytics Consulting Google Analytics Audit & Optimization Google Analytics Implementation & Setup Google Tag Manager Implementation & Management Data Analysis & Reporting (Google Looker Studio) Products The Helm: The AI Agent for Google Analytics 4 DataLayer Inspector Chrome Extension Pricing Testimonials Resources Free Google Analytics 4 Templates Useful Google Analytics Tools & Solutions Blog Get Started Optimize Your Marketing with Free GA4 Tools & Insights! Join our newsletter for exclusive Looker dashboards, expert insights on Google Analytics 4 (GA4) and Google Tag Manager (GTM), plus weekly updates on the digital marketing world. Sign up now and transform your approach! Thank you for signing up! Please check your email for further details about your subscription and your free analytics resources. Oops! Something went wrong while submitting the form. Struggling with Google Analytics 4? Get Instant Help from Analytics Experts Get certified GA4 Specialists, powered by AI Agents, to help you clean your data, identify your true north star, and set sail towards your business goals. From data chaos to clarity — let’s turn your numbers into action. SCHEDULE YOUR FREE AUDIT See how it works Reviews from more than 50+ Brands Command your GA4 with AI Intelligence Meet The Helm — Your AI Agent for Google Analytics 4 GA4 is Complicated. We Made it Conversational.Does your team spend more time finding data than using it? We built The Helm to solve the "GA4 Headache". It’s a dedicated AI suite designed to sit on top of your analytics, acting as a translator between your business goals and your raw data. Read more about our mission in: Why We Built The Helm. Analyze My Site for Free See the Navigator Your browser does not support the video tag. Download the video here . Connect GA4 in 60 seconds. No credit card required. Clunky. Confusing. Incomplete. That’s GA4 Out of the Box. GA4 out of the box feels incomplete — important insights are missing by default. Reports don’t make sense — they’re generic, confusing, and rarely aligned with your goals. Dashboards are hard to navigate — cluttered interfaces slow you down instead of speeding you up. Finding the data you actually need? A frustrating, time-consuming process that kills productivity. Clear. Custom. Insightful. That’s How We Do GA4. We customize GA4 to fit your business — no more generic, one-size-fits-all setups. Reports that actually make sense — built around your goals, not Google’s defaults. Clean, intuitive dashboards — so you can find what you need in seconds, not hours. Actionable insights, not guesswork — we turn messy data into clear next steps. At Analytics Mates , we specialize in turning messy GA4 setups into streamlined, easy-to-understand dashboards tailored to what you need. Feel free to check and download our GA4 dashboard here. ‍ You don’t need to figure this out alone. Our process is simple. SEE HOW IT WORKS Our process Guaranteed Fix for Your Google Analytics Bottleneck. We've Got You Covered. Our dedicated GA4 services ensure you get clear, reliable data. We offer comprehensive support, including seamless migrations , customized reporting dashboards , and ongoing optimization , so you can focus on what matters most—growing your business. 01 Phase 1: Charting Your Course 1A Identifying Challenges Don't trust your lead and sales revenue data from Google Analytics 4? We'll fix that for you. We help uncover the issues slowing you down: broken GA4 setups, missing data, or unclear reporting. The goal is to identify what’s preventing your team from making informed decisions. ‍ Why is it important to identify obstacles early? Pinpointing data issues early allows us to create a reliable foundation. Think of it as checking for leaks before setting sail — it ensures the rest of the journey is smooth. 1B Planning the Journey What does the audit include? We perform a detailed audit of your GA4 and Google Tag Manager setup. This includes identifying essential tracking points, events, and conversions tied to your KPIs. ‍ How do you plan what gets implemented? We create a customized implementation plan that aligns with your business goals. You’ll know exactly what’s being tracked, how it supports your decision-making, and how it connects to performance metrics. 1C Setting Sail What does implementation look like? We configure and QA your GA4 setup — everything from pageview tracking to enhanced measurement and eCommerce. We ensure tags fire correctly and data flows as expected. ‍ Will I be involved in this phase? Yes. While we handle the technical work, we’ll keep you updated and may request platform access or quick feedback. It’s a collaborative approach with minimal lift on your end. 02 Phase 2: Navigating Familiar Seas 2A Weekly Reporting How often will I hear from you? We deliver weekly reports with clear insights and performance summaries. You’ll always have a real-time understanding of what’s working. ‍ What makes your reporting different? Our GA4-certified specialists don’t just show you numbers. We provide tailored, practical insights to guide your marketing efforts and recommend improvements based on your goals. 2B Clearer Insights + Analysis What’s included in the reports? Our reports go beyond numbers. They include visual dashboards, trend highlights, and campaign summaries to help you understand performance at a glance. ‍ How actionable are the recommendations? Every insight is tied to a practical recommendation. You’ll know exactly what to do next, from optimizing campaign settings to adjusting your website tracking strategy. 2C Staying Ahead of the Curve Will I be updated on GA4 best practices? Yes. As GA4 evolves, we proactively share updates and implement changes to keep your setup compliant, efficient, and future-ready. What kind of optimization advice do you provide? We help you adapt to industry changes — like new attribution models or GA4 interface updates — with strategies that strengthen your data quality and analytics performance. 03 Phase 3: Exploring New Horizons 3A Customizable Insights Can reports be tailored to my business needs? Yes. Whether you need monthly, quarterly, or year-over-year comparisons, we tailor reports to align with how your internal teams view and act on data. What tools do you use for reporting? We use GA4’s native tools, Looker Studio dashboards, PDFs, or Google Sheets — whichever format works best for your team. 3B Smarter Attribution How do you help with attribution tracking? We support multiple attribution models such as First Touch, Last Touch, and others. This helps you evaluate campaign performance even in environments with limited tracking. Can you compare GA4 data with my internal business metrics? Yes. We help align your GA4 data with internal KPIs to validate results and ensure your analytics point toward your actual business outcomes. 3C Embracing New Waters What happens when GA4 updates or changes? We monitor GA4 developments and suggest proactive changes to your setup. Our team ensures you’re always working with the latest features and best practices. Do I own everything you set up? Absolutely. Everything lives in your GA4 account and platforms. You retain full control, and we work within your environment to maintain transparency and data ownership. Ready to put this process to work for your business? Sailing with 100+ BRANDS Trust our seasoned crew We are proud to partner with a Google Marketing Platform partner. See our Clutch reviews Our pricing Contact us for a free Google Analytics 4 Consultation . Our subscriptions include unlimited reporting requests, unlimited revisions, and editable reporting templates. Starter Starting at $999/mo. 1 Website / Billed Monthly 1 Website Property Included Unlimited Requests 1 Google Analytics 4 Certified Specialist 1-2 day Turnaround* Unlimited Looker / Data Studio Support Unlimited Google Tag Management Support Multi-Site Custom Pricing 3 Websites / Billed Monthly 3 Website Properties Included Unlimited Requests 1 Google Analytics 4 Certified Specialist 1 Project Manager 1 Day Turnaround Unlimited Data Studio / Looker Support Unlimited Google Tag Management Support Most popular Customer Testimonials Ken Switzer Creative Stratosphere Media The Analytics Mates Team has put together an impressive team of digital marketing professionals. They're smart, patient, easy to work with, and always offer the best solutions in a timely manner. And whenever I have a question about the latest updates in Google Analytics or SEO best practices, the Analytics Mates Team is the first one I call. They're always ahead of the curve. On top of that, the team never tries to upsell—they're genuinely interested in finding what works best for the client. Highly recommended. Lisa Sharer Curve Dental The Analytics Mates Team was an absolute pleasure to work with. Their staff were easygoing while at the same time super efficient. I would recommend any company to hire them for your marketing needs. They pay close attention to detail, give regular reporting, and update any efforts in a timely manner. Their company is incredibly knowledgeable about the marketing world and stays up-to-date on the latest trends. The Analytics Mates Team made major improvements in our marketing strategy and helped us to save on costs. Amanda Mickelsen Mosaic Georgia The Analytics Mates Team has been instrumental in advising on metrics in Google Analytics and getting our custom reports set up so we can properly analyze our marketing efforts. They are friendly and patient and easy to work with. I highly recommend the Analytics Mates Team for your marketing analysis needs! See More Success Stories Read our latest blogs Charting a Course to Success: How A Leading NYC Dental Practice Sailed Through GA4 Migration and Unlocked Valuable Insights Read more How GA4 Consent Mode Impacts Your Data & What to Do About It? Read more How to Handle Unassigned & (Not Set) Data in GA4: 2025 Guide for Clearer Insights Read more Debugging GTM Data Layer Issues: Expert Solutions Read more We’re always exploring what’s next in marketing, data, and analytics. SEE WHAT’S NEW ON THE BLOG FREQUENTLY ASKED QUESTIONS 01 What does "Unlimited Google Analytics Reporting" mean? Analytics Mates offers a flat-rate service that allows you to submit endless Google Analytics reporting + Google Tag Management requests and revisions. Does that mean if you have a billion requests, you could send them all in? The answer is YES. The requests you send in form a queue and our Analytics Mates work on one request at a time. Each request has a turnaround time of approximately 1 business day. 02 How much does it cost? Analytics Mates offer Flexible-User Pricing at $499 per website per month, or $399 per website per month with an annual subscription. Please note that there are no setup fees on any of our plans. 03 How quickly can I get started? You can get started as soon as the Non-Disclosure Agreement (NDA) is signed . Once signed, our Project Manager will create a Basecamp project and send an Onboarding Questionnaire, which includes requests for Google Analytics (GA) and Google Tag Manager (GTM) access . If you don't have existing GA or GTM, we'll set them up with assistance from your developers for installation . 04 Which Analytics Mates subscription is right for my business? It depends on how many websites you need to migrate. If you have 1 website, the Starter plan is where to begin. We work with eCommerce Managers + Digital Marketing Managers that handle dozens of sites - and so in that case offer a discount when you have 3 or more websites. Email us at [email protected] to know more. 05 What kind of reports can Analytics Mates create? We want to be clear that the only metrics that we evaluate are pulled from one Google Analytics 4 property. It is the primary data source for all of our reporting. We do not provide support around specific ad channels (like Facebook Ads), CRMs (like Salesforce), or Affiliate tools (like, I don't know a bunch of platforms!).We can create the following reports using Google Analytics as the source: 1. Looker / Google Data Studio Dashboards eCommerce Revenue Reports Acquisition Reports Engagement Reports Demographic Reports A whole bunch more... 2. Google Analytics 4 Dashboards The same as data studio reporting types, but with less visualizations 3. Google Analytics 4 Reccurring Email Report s PDF 06 What kind of reports doesn’t Analytics Mates offer? If we can't get the data into Google Analytics 4, we can't do it. So that means limited reports on revenue metrics (we recommend Paddle), digital advertising like Facebook Ads (we recommend Triple Whale), churn reports (we recommend Baremetrics), or email marketing reports (we recommend Klaviyo). 07 What details should my Google Analytics report request include? We ask you to be as specific as possible - we'll want to know what insight you're looking for, and review any inspiration you may have - what type of reporting do you have today that is unsatisfactory? To be more specific, the exact questions we ask for are: Report Name Categorization Description - What are we trying to learn? Date Range Supporting Materials - Inspiration Format (PDF, Dashboard, Google Sheet, etc...) Frequency (Daily, Weekly, Monthly, Quarterly...) Priority 08 What’s included with my monthly subscription fee? You get access to a Google Analytics 4 certified specialist to help you with all of your reporting needs. We are a team of Xooglers and digital marketing agency folks that have 15+ years of experience in using these GA and marketing analytics tools. 09 What does it mean to have a dedicated Analytics Specialist? It means just that - you get unlimited access to a Google Analytics 4 Certified specialist. Once we have limited access to your Google Analytics account, we'll get to work! 10 What about my private data? You own the Google Analytics account, and  you own the data with Google. All of the reporting we generate may be created by us, but it's owned by you. Your personal information and analytics data is stored in your Google Analytics account. We can not legally share any report without your permission. Our registration process includes a Non-Disclosure clause to protect you (and us).Check out our terms of service for more of the legal details. 11 Do you back up Google Universal Analytics Data? Yes. We can work with you to save your legacy Google Universal Analytics data. We also have featured instruction on how to do so our blog about Google Analytics back up data . FREQUENTLY ASKED QUESTIONS ABOUT GOOGLE ANALYTICS 4 01 What’s the difference between Universal Analytics & Google Analytics 4? Google Analytics 4 is more than just an upgrade of Universal Analytics.It’s a completely re-engineered system that redefines core concepts like users and sessions.While its reporting modules still leave much to be desired (which is why you need Analytics Mates), GA4 exceeds Universal Analytics in its new capacities for: Measuring users across devices and channels Increasing access to enhanced measurement insights, including machine learning and unsampled data Using analytics intelligence to predict customer behavior Integrating with Google Ads and Display & Video 360 02 Why do I need to transition now? Universal Analytics properties stopped processing data on July 1, 2023. So, if you want to maintain year-over-year data in your new GA4 property, you need to configure your accounts by July 1, 2022. That said, any historical data is better than none. The earlier your GA4 migrations are complete, the more data you’ll have in the bank. Note: Even if you set up GA4 prior to July 1, 2023, we recommend parallel tracking with both GA4 and Universal Analytics as a failsafe option. 03 Will all of my website data transfer to GA4? Currently, there is no Google-provided or -recommended way to save your existing Universal Analytics data. However, Analytics Mates has experience with several different methods of archiving your UA data while still being able to report from it. 04 Will year-over-year reporting still work with GA4 data retention limits? Google Analytics 4 is limited in the data it stores. Unlike Universal Analytics, it only retains 14 months of data at a time. Therefore, you’ll need a data warehousing solution like BigQuery to store the rest. As part of your migration services, Analytics Mates will help you set up your BigQuery data streams so that you can export all of your historical data for storage. BigQuery management is not done by our team - we will give recommendations on how to set this up. 05 Why Analytics Mates? At our digital marketing agency, Zen Anchor Digital, we  train our team on all the latest industry developments, including new Google Analytics updates. In 2022, our reporting specialists produced  in-depth, detailed Google Analytics 4 Data Studio reports for our clients, integrating metrics into clear, readable dashboards. This was necessary because Google Analytics is making substantial changes in 2023. We then thought - Why are we just doing this for Zen Anchor clients? Why can't we offer this to any business with a Google Analytics set up? Are there smaller businesses that could benefit? The answers - "because they pay us, we can offer it, absolutely". And hence, Analytics Mates was born - to help you sail through the difficult seas of data. As your Google Analytics 4 certified consultants, we’ll do the same — we'll provide expertise and personal attention to set your marketing reports up for success. ‍ We were built by a Google  Partnered digital marketing agency with more than 15 years of experience helping businesses like yours grow revenue. Analytic Mates is designed to take that expertise and focus it on the key area of marketing reporting support. Still got questions? Let’s talk it through. Case Study How Analytics Mates Rescued Traffic and Conversions for U.S. Waterproofing Through Data Reviving Organic Growth: How GA4 Revitalized Traffic and Conversions Learn more Unlimited Google Analytics & Tag Management Services at a Flat Rate. Analytics Mates About Us Our Team Testimonials Partner Referral Program Contact Us Privacy Policy Terms of Service Analytics Mates on GoodFirms Services Google Analytics Consulting Google Analytics Audit & Optimization Google Analytics Implementation & Setup Google Tag Manager Implementation & Management Data Analysis & Reporting (Google Looker Studio) Resources Free Google Analytics 4 Templates Useful Google Analytics Tools & Solutions Blog © 2026 Analytics Mates. All rights reserved. Made with ♥️ by ZenAnchor Digital LLC By using this website, you agree to the storing of cookies on your device to enhance site navigation, analyze site usage, and assist in our marketing efforts.. View our Privacy Policy for more information. Awesome 👌 Privacy Preference Center When you visit websites, they may store or retrieve data in your browser. This storage is often necessary for the basic functionality of the website. The storage may be used for marketing, analytics, and personalization of the site, such as storing your preferences. Privacy is important to us, so you have the option of disabling certain types of storage that may not be necessary for the basic functioning of the website. Blocking categories may impact your experience on the website. Reject all cookies Allow all cookies Manage Consent Preferences by Category Essential Always Active These items are required to enable basic website functionality. Marketing Essential These items are used to deliver advertising that is more relevant to you and your interests. They may also be used to limit the number of times you see an advertisement and measure the effectiveness of advertising campaigns. Advertising networks usually place them with the website operator’s permission. Personalization Essential These items allow the website to remember choices you make (such as your user name, language, or the region you are in) and provide enhanced, more personal features. For example, a website may provide you with local weather reports or traffic news by storing data about your current location. Analytics Essential These items help the website operator understand how its website performs, how visitors interact with the site, and whether there may be technical issues. This storage type usually doesn’t collect information that identifies a visitor. Confirm my preferences and close

SystemSculpt

https://systemsculpt.com

I provide users with productivity tools based around automation and AI. I charge customers during checkout. --- Site Content --- SystemSculpt Obsidian SystemSculpt Pro Resources Blog YouTube Discord Community Contact Account Obsidian AI Plugin Obsidian AI assistant that works inside your vault. SystemSculpt brings streaming chat, semantic search, and agentic workflows directly into Obsidian—so AI can read, write, and organize alongside your notes. Built for researchers, writers, founders, and teams who keep their thinking in Obsidian. See how it works Get SystemSculpt Or: Install free plugin Chat with vault context Semantic search in your vault Agent Mode approvals for workflows Chat Ask with vault context Prompt “Summarize my last 7 meeting notes and pull out decisions + action items.” Result 3 decisions + 9 action items extracted Linked back to source notes automatically Chat Ask with vault context Prompt “Summarize my last 7 meeting notes and pull out decisions + action items.” Result 3 decisions + 9 action items extracted Linked back to source notes automatically Search Find by meaning Query “What did we decide about onboarding pricing?” Top matches Similarity Product Strategy — Oct 12 91 % Onboarding funnel notes 86 % Pricing experiments log 81 % Agent Mode Approve changes first Proposed tool Awaiting approval write_file Append recap to `Projects/Weekly Review.md` Approve Decline Workspaces Stay organized Workspace Research Writing Client work Preset Enabled Weekly planning Auto-title + save summary note Chat Ask with vault context Prompt “Summarize my last 7 meeting notes and pull out decisions + action items.” Result 3 decisions + 9 action items extracted Linked back to source notes automatically Search Find by meaning Query “What did we decide about onboarding pricing?” Top matches Similarity Product Strategy — Oct 12 91 % Onboarding funnel notes 86 % Pricing experiments log 81 % Agent Mode Approve changes first Proposed tool Awaiting approval write_file Append recap to `Projects/Weekly Review.md` Approve Decline Workspaces Stay organized Workspace Research Writing Client work Preset Enabled Weekly planning Auto-title + save summary note Your API keys or ours Privacy-first design Native Obsidian UX Composable workflows Get new workflows by email Monthly workflow drops, release notes, and tips. No spam, unsubscribe anytime. Email address Get updates Problem → Solution Keep AI work where your notes live SystemSculpt turns Obsidian into an AI workspace: an Obsidian AI assistant, semantic search, and approvals for agentic workflows—built for real note-taking. When AI lives outside your vault Copy/paste context into a browser chat, then lose track of what changed. Answers never land in your vault unless you manually move them. Automation feels risky because you can’t review edits before they happen. When AI lives in Obsidian Chat with vault context and save outputs back into Markdown notes. Search semantically across your vault without leaving Obsidian. Run agentic workflows with Agent Mode approvals so you stay in control. See how it works Read the Getting Started guide Why SystemSculpt AI that respects your workflow Most AI tools force you into their ecosystem. SystemSculpt meets you where you already work. Your choice of AI Bring your own API keys from OpenAI, Anthropic, or local models—or use SystemSculpt-managed models with any paid plan. Privacy by design Your vault stays in Obsidian. You control what context is shared with your model provider, and Agent Mode adds approvals before any edits run. Native Obsidian experience Built as a true plugin. Chat lives in your sidebar, outputs save as Markdown, and hotkeys work as expected. Composable automations Chain templates, triggers, and AI actions together. Build workflows once, run them with a keystroke. Capabilities Everything you need in Obsidian From streaming chat to semantic search, every feature keeps you in flow inside your vault. Streaming AI chat Streamlined chat built for vaults Use your own API keys or SystemSculpt-managed models, pull in vault context, and save threads back into Markdown—without leaving Obsidian. Streaming responses that read/write your vault Chat presets with prompt libraries and auto titles Optional Agent Mode approvals for tool usage Streaming reply Summarize this note and add action items. Summary Key idea: keep AI work inside the vault so context and outputs stay linked. Action items Extract 3 bullets for the weekly review note Draft a 1-paragraph update for the team Queue edits to the /Projects folder (requires approval) Save this as a new note: “Weekly Review Recap”. Send Agent Mode & automations Approve vault changes before they run Queue up file edits, scripting tasks, and template insertions—approve them from Obsidian before anything touches your vault. Approve write_file, read_file, and script execution Live queue with decline & retry options Structured audit trail for every agent decision Tool approvals write_file Approved just now Append recap to projects/weekly-review.md Approved Decline list_directory Awaiting approval Preview attachments in inbox/client-brief/ Approve Decline read_file Awaiting approval Open capture-flow/checklist.md in chat Approve Decline Semantic search Embeddings search with vault-aware syncs Schedule embeddings refreshes, scope to folders, and surface the best note matches directly inside chat. Folder-aware embeddings pipelines Status monitoring and selective syncs Query results routed into chat or workflows Embeddings sync status Vault embeddings refresh 78 % Excluding /Archive and templates/ Research hub sweep 45 % Highlighting tagged notes for review Audio transcription index 100 % Synced 12 files — ran 5 min ago Template library scan 32 % Processing 8 template files Workspace automations Keep workflows focused with toggles and presets Toggle chat presets, template inserters, and automations per workspace so everyone stays aligned. Workspace-level feature toggles Template inserters for repeatable flows Prebuilt recipes for weekly planning and capture Workspace toggles Prompt preset: Weekly planning Applied to new chat threads Enabled Template inserter: daily-capture.md Ribbon shortcut ready Enabled Auto title suggestions Generate note names before saving Enable Audio capture mode Record voice notes during chats Enabled How it works What it feels like to use SystemSculpt A quick walkthrough of the core loop: ask with vault context, search by meaning, approve changes, and write back to Markdown—without context switching. 1 Chat Step 1 of 4 Chat with vault context Ask questions across your notes and save outputs back into Markdown—without leaving Obsidian. Stream answers in Obsidian Pull in relevant notes as context Save summaries and drafts back to your vault Chat Ask with vault context Prompt “Summarize my last 7 meeting notes and pull out decisions + action items.” Result 3 decisions + 9 action items extracted Linked back to source notes automatically 2 Agent Mode Step 2 of 4 Approve agentic workflows SystemSculpt proposes tools and edits; you review and approve changes before anything touches your vault. Preview file changes Approve or decline each step Stay in control of automation Agent Mode Approve changes first Proposed tool Awaiting approval write_file Append recap to `Projects/Weekly Review.md` Approve Decline 3 Search Step 3 of 4 Semantic search in your vault Find ideas by meaning, not keywords. Use embeddings to surface related notes while you work. Search by concept Jump to the right note fast Keep research threads connected Search Find by meaning Query “What did we decide about onboarding pricing?” Top matches Similarity Product Strategy — Oct 12 91 % Onboarding funnel notes 86 % Pricing experiments log 81 % 4 Workspaces Step 4 of 4 Workspaces & presets Switch between contexts with tuned models, workflows, and settings for each workspace. Separate “writing” vs “research” setups Reuse prompts and workflows Keep model settings consistent Workspaces Stay organized Workspace Research Writing Client work Preset Enabled Weekly planning Auto-title + save summary note Highlighting: Chat Step 1 Chat Ask with vault context Prompt “Summarize my last 7 meeting notes and pull out decisions + action items.” Result 3 decisions + 9 action items extracted Linked back to source notes automatically Search Find by meaning Query “What did we decide about onboarding pricing?” Top matches Similarity Product Strategy — Oct 12 91 % Onboarding funnel notes 86 % Pricing experiments log 81 % Agent Mode Approve changes first Proposed tool Awaiting approval write_file Append recap to `Projects/Weekly Review.md` Approve Decline Workspaces Stay organized Workspace Research Writing Client work Preset Enabled Weekly planning Auto-title + save summary note Chat Ask with vault context Prompt “Summarize my last 7 meeting notes and pull out decisions + action items.” Result 3 decisions + 9 action items extracted Linked back to source notes automatically Search Find by meaning Query “What did we decide about onboarding pricing?” Top matches Similarity Product Strategy — Oct 12 91 % Onboarding funnel notes 86 % Pricing experiments log 81 % Agent Mode Approve changes first Proposed tool Awaiting approval write_file Append recap to `Projects/Weekly Review.md` Approve Decline Workspaces Stay organized Workspace Research Writing Client work Preset Enabled Weekly planning Auto-title + save summary note Prefer to start immediately? Install free plugin Read the Getting Started guide Workflows AI notes for real work Start with a few repeatable flows, then evolve them into agentic workflows with approvals—so your vault stays clean and trustworthy. Research synthesis Ask across a folder of notes, then save a linked summary back into your vault. Summaries with source context Draft “what we know / what’s next” notes Keep citations and links intact Writing & publishing Turn messy thoughts into clean drafts—without leaving Obsidian or losing your voice. Outline → draft → rewrite loops Style-preserving edits Save versions as Markdown notes Weekly planning Review your week, surface priorities, and generate a plan you can actually follow. Summarize open loops Generate next actions Create weekly notes automatically Browse workflow library Start with Getting Started FAQ Common questions Quick answers about the SystemSculpt Obsidian AI plugin, privacy, and how agentic workflows work in practice. What is SystemSculpt? SystemSculpt is an Obsidian AI assistant that brings chat, semantic search, and agentic workflows directly into your vault—so you can research, write, and automate without leaving your notes. See pricing & features Can I use my own API keys? Yes. You can connect your own providers (like OpenAI or Anthropic) and control exactly what note content is sent for each request. Does it work with local or self-hosted models? SystemSculpt supports multiple model providers, including local/compatible providers when configured. You can choose the models that fit your setup. What are “agentic workflows” in Obsidian? Agentic workflows are AI-driven steps that can read context, propose edits, and run actions. SystemSculpt adds an approval step so you can review changes before anything touches your vault. Is there a free way to try it? You can install the SystemSculpt plugin for free and start using it with your own API keys. Plans are available when you want managed models and a smoother setup. Install the free plugin How do I get started? Install the plugin, connect a model provider, and start chatting with your vault context. Use presets and workflows to save outputs back into Markdown notes. Read the Getting Started guide Pricing Start free, upgrade when you want managed models Install the plugin and use your own API keys today. When you’re ready, compare plans for managed models and a smoother setup. Try it with your own keys Install the SystemSculpt Obsidian AI plugin and connect your provider. Great for exploring AI notes, vault-aware chat, and semantic search. Install free plugin See plans & what’s included Compare monthly vs annual, see feature details, and choose the best fit for your vault workflows. View pricing & features Ready to try SystemSculpt in your vault? See pricing & features, or install the free plugin and use your own API keys. Upgrade when you’re ready for managed models. Get SystemSculpt See how it works Or install the free plugin . SystemSculpt Stay in the loop Monthly release notes, workflow drops, and launch updates. Email address Join waitlist Explore Workflows Tools Blog Documentation Resources Community Discord YouTube X (Twitter) GitHub Legal Terms Privacy Refund Policy Support Contact © 2026 SystemSculpt. All rights reserved. Made with ❤️ for the Obsidian community