# Plan, build, and run more of your store with Moby

> Moby can do everything November demands: forecast what's ahead, turn your existing videos into ads, and manage more of your Shopify store.

**Author:** Ethan Shust  
**Published:** 2026-11-11  
**Category:** News  
**Source:** https://www.triplewhale.com/blog/moby-updates-november-2026

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[https://www.youtube.com/watch?v=vCr7uL7dkMw&list=PLai-WY1NtLBA&index=3](https://www.youtube.com/watch?v=vCr7uL7dkMw&list=PLai-WY1NtLBA&index=3)

November is when every plan meets reality. Your forecast needs to hold up, your product pages need to be ready, and your email flows need to fire on time. 

Most of that work still happens across separate tools, and each handoff costs time your team doesn't have this month.

Moby, your AI teammate for commerce, is there to help. Moby uses the business data and context you connect in Triple Whale to help you understand what's changing and get work done. 

This month, Moby can do everything November demands: forecast what's ahead, turn your existing videos into ads, manage more of your Shopify store, and build native Shopify page templates. 

It also works in Klaviyo, uses its own computer for tools without a connector, and suggests live prompts on your Summary and Attribution pages.

Let’s dive deeper into those updates.

## Forecast what's ahead with Moby 

Most revenue forecasts start as a spreadsheet: last year's numbers, a few growth assumptions, and a best guess for peak season. That approach is easy to build but hard to trust when budgets and inventory depend on it.

Moby now builds forecasts with dedicated time-series models and picks the right one for each question. Tell Moby what to forecast, how much history to draw from, and how far ahead to look. It can combine inputs like orders, ad spend, and your promotion calendar in a single forecast.

You can add context too, such as a planned price increase or a stretch when a product was out of stock. Every forecast comes with a confidence level, and you can ask Moby to track its accuracy against actual results over time.

Use forecasts to model how revenue responds to different ad spend levels, spot products at risk of stocking out, or plan next year’s monthly revenue and spend. From there, Moby can turn a forecast into a live pacing dashboard or push the numbers to a Google Sheet your team already uses.

Forecasting is available to all customers with Moby access.

Prompt idea:

> *"Hey Moby, can you forecast our daily revenue from November 1 through December 31 using our order and ad spend history? Then build a live pacing dashboard so we can track actual revenue against the forecast each day."*

## Turn your existing videos into ads and UGC

The ads that stop the scroll usually start with a real person: a founder talking to camera, a customer unboxing, or a quick product demo. Turning that raw footage into a finished ad often means an editor, a few feedback rounds, and days you don't have in peak season.

Moby can now edit your existing videos into polished ads and UGC-style content. Upload your footage and tell Moby the product, offer, and style you want. 

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Moby adds captions, animations, and graphics around your real footage, and on-screen text follows your brand kit for fonts, colors, and spacing. With Claude Opus 5.5, Moby is especially strong at making high-quality videos from real footage. Opus is available on the Org plan. 

See real examples on the [Moby UGC page](https://www.triplewhale.com/moby-ugc?utm_source=linkedin&utm_medium=organic-social&utm_campaign=mkt-mobyvideougc-1026&utm_content=10192026-social-campaign).

Prompt idea: 

> *"Hey Moby, can you turn this video into a UGC-style ad for our [insert product]? Add bold captions, animations, and graphics that match our brand, and keep my footage and how I look exactly the same."*

## Manage more of your Shopify store with Moby

Store updates pile up before a big sale. New variants, collection changes, discount codes, inventory counts, and a launch blog post each mean another trip into Shopify admin.

Moby can now help manage much more of your Shopify store from chat. It can create and edit products, variants, pricing, and media, update collections and metafields, and adjust inventory. 

It can also create discount codes, draft and publish blog articles, and prepare and preview theme edits. By default, every change waits for your approval before anything goes live. If a task needs Shopify permissions that Moby doesn't have yet, Moby gives you a link to update them.

Prompt idea: 

> *"Hey Moby, can you create a 20% off discount code for our [insert collection] collection and add our three newest products to it? Show me the changes before you apply them."*

## Build Shopify pages as native templates

A new page only works if it works like the rest of your store. Your slide-out cart, email pop-ups, and tracking apps should behave the same way on a campaign page as they do everywhere else on your site.

Moby can now build pages as real Shopify templates. Describe the page you want, such as a new product page for a launch, and Moby designs a template that matches your store. 

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Then, in Shopify admin, assign the template to the products it should apply to. Because it's a native template, it works with your theme, cart, and installed apps, and your team can edit it in 

Shopify admin like any other page. Shopify page templates are available on Automate and Enterprise.

Prompt idea: 

> *“Hey Moby, can you create a new product page template for [insert product line] that leads with our best-performing ad angle? Match our brand and store design so I can assign it to the right products in Shopify admin."*

## Work in New Connectors including Klaviyo

Email drives a big share of revenue for many brands, especially in peak season. Yet the planning, building, and reporting on your Klaviyo program usually happens in a separate place from the rest of your performance data

Moby now supports the Klaviyo MCP, which you can connect through Customize Moby. Once it’s connected, Moby can create and manage campaigns and flows, build and preview email templates, and work with your profiles, lists, and segments. 

It can also pull campaign, flow, and audience reports and combine them with your Triple Whale data, so you can see how email performs alongside the rest of your marketing.

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Tell Moby what you want to build or analyze, and it takes it from there.

Available actions depend on your Klaviyo permissions, so review drafts and flows before anything reaches your customers.

Prompt idea: 

> *"Hey Moby, can you review our Klaviyo flow performance for the last 30 days, find the weakest step in our welcome flow, and draft a new version of that email for me to review?"*

## Let Moby Computer handle tools without a connector

Not every tool your team uses connects to Moby out of the box. Some work still means opening a browser, signing in, and clicking through page after page by hand.

Moby Computer gives Moby its own browser, so it can work in websites and tools that don’t have a built-in connector. It can research a site, pull information from multiple pages, and complete multi-step tasks for you.

Because Moby Computer browses the way a regular device does, it runs into fewer bot checks along the way. Tell Moby the site, the task, and the result you want back. If a site requires a sign-in, you handle the login yourself.

Prompt idea: 

> *"Hey Moby, can you use Moby Computer to visit the websites of [insert five competitors] and summarize their current offers, pricing, and free-shipping thresholds in a table?"*

## Start from live prompts on Summary and Attribution

Sometimes the hardest part of analysis is knowing what to ask. You can see a number change on your dashboard, but the right next question isn't always obvious.

Moby now analyzes the data on your Summary and Attribution pages and suggests prompts based on what it finds. Because the prompts update with your data, they point to what matters now, such as a shift in a channel's performance. Click a prompt to start a chat with Moby, then ask follow-up questions in your own words.

Try it —> Open your Summary page, click the suggested prompt closest to your biggest question, and follow up with:

> *"Hey Moby, what should we change next week based on this?"*

## Pick one workflow and try it this week

Choose a planning question your team keeps putting off, a video sitting in your camera roll, or a store update waiting in your backlog. Give Moby the context and work through the first version together.

Already using [Triple Whale](www.triplewhale.com)? Open Moby and try one of the workflows above. Availability varies by plan and connected-account permissions.

New to Triple Whale? [Book a demo](https://www.triplewhale.com/bookdemo) to see how Moby can work with your business.