Master Analyst Prompt
Gives ChatGPT or Claude fixed rules for how to read your data. Including that it only reads and never changes anything in your accounts.
Free AI toolkit
Turn ChatGPT or Claude into a better ecommerce analyst.
A practical prompt system that helps your AI analyse your Shopify, advertising, customer, SEO and profit data better. Without making up numbers. Connect your tools or work with exports.
- Works with ChatGPT and Claude
- Connect Shopify, Meta and Klaviyo
- Copy and paste
- Free
Shopify and Meta are connected. Which campaigns deserve more budget in September?
Answer following the kit
Fact
Meta reports 212 purchases. Shopify counts 164 orders with Meta as the source.
Calculation
So Meta claims 48 more purchases, about 29% more than Shopify sees.
Hypothesis
Meta may be counting some purchases where another channel brought the customer in.
Missing
I don't have your product costs. Without them I can't say which campaign makes a profit.
Why this kit
Your AI is usually not the problem. The context is.
Shopify knows your orders.
Meta Ads knows its own ad numbers.
Google Ads knows its campaigns.
Klaviyo knows your email.
Your spreadsheet maybe knows your costs.
?And then you expect ChatGPT to turn that into one truth by itself.
Without rules
Your AI fills the gaps with assumptions, and presents them as confidently as facts. You only notice when you've moved budget because of it.
With the kit
Your AI gets fixed rules and structure. Every answer shows what it knows for sure, what it calculates and what it guesses.
What you get
Not a magic prompt. A system for better analyses.
6 specialist prompts
The right angle for every question.
- Advertising
- SEO
- Customers
- Retention
- Products
- Profitability
Connection guide
Per tool what you can connect and what you'd better export. Shopify, Meta, Klaviyo, Google Ads, Search Console and your costs.
Data checklist
Which exports to collect when you can't connect, from which system and for which question.
Business context and interview
Your AI fills in your business context itself, or interviews you in 15 minutes. You only fill in a few details.
Standing analyst
Set it all up once in a project or skill. Then you never have to paste again.
From the kit
A good analysis starts with good rules.
This is a piece of the Master Analyst Prompt. Put it in your project or paste it at the top of your chat, before you share your data.
Only use information from my connections, files and context.In every answer, separate 4 kinds of information and put the label in front.Fact. Something you see directly in the data.Calculation. Something you worked out yourself. Show the sum.Hypothesis. A possible explanation you can't prove yet.Missing. Information you need but don't have.Never make up revenue, costs, margins, attribution, CAC, ROAS or profit figures that are not in the data.Do 2 sources contradict each other? Name the difference and the possible causes before you draw a conclusion.
The full prompt, the 6 specialist prompts and the connection guide are in the kit.
How to use the kit
From your tools to an answer in 4 steps.
No technical knowledge needed. Just your own tools and an account with ChatGPT or Claude.
- 1
Connect or export your data
Connect Shopify, Meta and Klaviyo to your AI. Export the rest with the data checklist.
- 2
Describe your business once
Let your AI fill in your business context, or have it interview you.
- 3
Set up your analyst
Put the master prompt and your context in a project or skill.
- 4
Ask 1 question at a time
Pick a specialist prompt. Different topic? New chat.
What you can do with it
Ask your AI the questions that really matter.
Every question belongs to a specialist prompt. So your AI knows what to look for.
- Which campaigns deserve extra budget?Advertising
- Which products bring in revenue, but little margin?Products
- Where do my ad numbers differ from my Shopify orders?Advertising
- Which customer groups deserve more attention?Customers
- Where am I leaving returning customers on the table?Retention
- Which SEO gaps show up in my product and category data?SEO
- Which 5 decisions deserve priority this month?Monthly review
Why I built this
I built Layer Insights because I ran into this with my own store. Meta, Google and Shopify told 3 different stories. An AI doesn't turn that into 1 honest story by itself. With this kit you give it the rules to do so.
Mylano Rodriguez
Founder, Layer Insights
Still unsure?
Fair questions. Straight answers.
Which AI do I need?
ChatGPT or Claude. A free account often already lets you upload files. For connections with Shopify, Meta or Klaviyo you sometimes need a paid plan. The kit shows what works per tool.
Do I have to export, or can I connect?
Both work. In many cases you can connect Shopify, Meta Ads and Klaviyo straight to your AI. You export Google Ads and Search Console. The kit shows the fastest route per tool.
Is it safe to share my data?
Remove personal data before you share anything, and let your AI only read. The kit shows exactly how. Also check your AI tool's settings for whether your chats may be used for training.
Do I need technical knowledge?
No. You connect or export with tools you already use and paste ready-made prompts. You let your AI fill in your business context itself, or have it interview you.
Can this run automatically?
Yes. Layer Insights connects your channels and costs automatically, counts every sale once and has your numbers ready every Monday. Book a free demo to see how that works for your store.
Free AI toolkit
Give your AI better context.
Connection guide, master prompt, 6 specialist prompts, interview prompt and a ready-made skill. Ready to copy.
Use the kit to review last year's numbers before you set your Black Friday budget.
Done
Check your inbox.
The AI Analyst Kit is on its way to . Not there within a few minutes? Check your spam or Promotions tab.
Tip. Start with the connection guide, then set up your business context.
Direct access
Your kit is ready right now.
Use the kit online, download it as a PDF, or install the ready-made skill. We send the same options to your inbox as well.
Next step
Want to know which blind spots we find in your store?
Without collecting all your exports first. The Ecom Blind Spot Scan looks at your store from the outside, free and without login.
Scan my store for free- Ecom Blind Spot Scan
- No login needed