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Generative engine optimization: how to get cited by AI search
What generative engine optimization really is, what the research shows, and a step-by-step plan to get your pages cited by AI search.
Operations
AI Customer Segmentation
Groups your customers by real behavior and value, so every campaign targets the right group instead of your whole list.
Sending every customer the same email wastes your best offers on people who were never going to buy and annoys the loyal ones. This service groups customers by what they actually do: how much they spend, how often they buy, how long since their last order and what they prefer. Segments refresh on your schedule, and alerts tell you when customers move between them.
- Segments built from your own spend, frequency and recency rules
- Refreshed automatically on the schedule you choose
- Alerts when customers slide from active to lapsing
$2,900
20–30 working days
Optional maintenance $249/mo
What it is
AI Customer Segmentation builds behavior-based groups from your store's order, catalog and customer data, such as high-value repeat buyers, lapsing customers or first-time shoppers close to a second purchase. Segments update on the schedule you set and land wherever your marketing team already works.
Why businesses buy it
Untargeted campaigns cost more than they appear to. They raise unsubscribes, train customers to wait for discounts and hide the groups that deserve special attention, such as high-value buyers or first-time shoppers close to a second order. This service builds those groups from your real data and keeps them current, so every campaign starts with the right audience. Access is read-only. The scope is written before you buy, covering data sources, rules, report format and testing, so the outcome is clear in advance.
Problems this solves
Every customer gets the same email whatever their history
The service builds behavior-based groups from your order, catalog and customer data. Examples include high-value repeat buyers, lapsing customers and first-time shoppers close to a second purchase.
Segments are built once and go out of date fast
Segments update on the schedule you set from fresh store data. Customers move between groups as their behavior changes, so nobody has to rebuild lists by hand.
Segment lists live in files the marketing team never sees
Segments land where your marketing team already works, through email, Slack or a web dashboard. Up to five alerts can flag shifts in group sizes.
A good fit if
You run email or ad campaigns and want to target groups such as high-value repeat buyers or customers about to lapse, instead of emailing your whole list.
Your store platform holds enough order and customer history to define real behavior, not guesses, and you're willing to give read-only access to it.
You want segments refreshed on a schedule and delivered to email, Slack or a dashboard, rather than rebuilding a spreadsheet filter every time.
You already know the handful of customer groups that matter to your business, such as by value, frequency or lifecycle stage, and want them built and kept current.
Not the right fit if
You want overall store performance reported, not customers grouped. See AI Ecommerce Analytics, which reports on sales, margins and channels directly.
You want segments to trigger recovery emails or retention offers automatically, not just be defined. See AI Ecommerce Growth System, which connects segmentation to action.
You need review text analyzed for product feedback rather than customers grouped by purchase behavior. See AI Review Intelligence.
You need more than 25 defined metrics or segment rules, or more than three connected data sources. Add a note at checkout for a Change Quote, or start from our Custom AI enquiry form.
How it works
- You name the segments that matter to you. Up to 25 metrics or rules go in, such as spend tier, purchase frequency, days since last order or product category preference.
- Read-only access is connected. Up to three data sources link in, drawn from your store platform plus tools such as Klaviyo or Gorgias, without ever writing back to a customer record.
- Three months of history are checked. Past orders and customer data run through every rule to confirm each segment holds the customers you would expect before anything ships.
- Segments are built into a dashboard or report. One dashboard or recurring report is set up showing segment size and movement, plus up to five alerts for meaningful shifts.
- Alerts flag movement between segments. A customer sliding from active to lapsing, or a segment crossing a threshold you set, triggers an alert to your chosen channel.
- You review it and we hand it off. Two rounds of changes refine the segment definitions, then a recorded 60-minute session covers how to read and act on them.
What you provide within 72 hours
Your portal lists these the moment you order. Delivery starts the working day after everything is in and your access is checked.
- Read-only admin or API access to your store platform and any other system you want segmentation to read from.
- The customer groups you want built, such as spend tier, purchase frequency or lifecycle stage, described in your own words.
- At least three months of historical order and customer data for us to test each segment against.
- Your shipping, returns and refund policies, so segment behavior reflects how your store actually operates.
- The report recipients and the delivery channel you want segments delivered to, whether email, Slack or a dashboard.
- Admin access and API keys for every connected system, shared by adding our team as a user or creating a key you control, never by email.
- Your business information (company basics, hours and brand voice), shared during intake.
- One decision-maker who can approve the segment definitions before the build moves to testing.
- An API key for your own AI model account (for example OpenAI or Google Gemini), created for this build with a spending limit.
The 72-hour rule. Send everything on your checklist, including access, within 72 hours of ordering so your build starts on time.
Timeline
Start
Intake verified and the customer segments you want are agreed.
Weeks 1–2
Data connections built and the segment rules configured.
Week 3
Dashboard or report structure and the five-alert rule set wired up.
Weeks 3–4
Results checked against three months of your historical data.
Week 4
Your review and two rounds of changes to the segment definitions.
Go-live
Live, recorded handoff session, 30 days of support starts.
| Option | Delivery time | Price |
|---|---|---|
| Standard | 20–30 working days | $2,900 |
| Express | 15–25 working days | $3,400 |
| Rush | 10–20 working days | $3,900 |
What you receive at handover
- AI Customer Segmentation configured in your environment
- Read-only connections to up to three data sources
- Defined customer segments refreshed on your schedule and delivered to one channel
- Up to five alerts and a test report checked against three months of history
- An admin guide, the recorded 60-minute handoff and 30 days of post-launch support
Expected benefits and how to measure them
- Can help each campaign reach the customers it suits best
- Saves time rebuilding customer lists by hand
- Makes changes in your customer base easier to see
- Campaign conversion rate by segment
- Compare email platform results for segmented sends with your previous whole-list sends.
- Second purchase rate of first-time buyers
- Track it monthly from store reports once that segment is targeted.
- Unsubscribe rate
- Read it from your email platform for campaigns before and after segmentation.
Before you start: Record conversion and unsubscribe rates from your last few campaigns. Note how lists are built today.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
Running costs
The build price is one-time. Running the segmentation costs roughly $20 to $150 a month, covering AI model usage plus hosting and scheduler fees, billed directly in your own accounts. Stores refreshing segments daily against more data sources sit toward the top of that range.
AI usage during the build and testing is also billed to your accounts, so every provider relationship stays yours. Nothing runs through us.
Ask about running costsCustom requirements
If you need something outside the Scope Card, add a note at checkout. You get a written Change Quote, and that work only starts once you accept it. Your original order keeps its delivery date either way. Larger or bespoke projects go through the Custom AI request form instead.
Request a custom versionKeep it running
Monthly maintenance covers monitoring, fixes, updates, a health report and change hours for things such as adding a new segment, adjusting a threshold or rebuilding a rule after a sale season. It starts after the 30 days of included support and can be cancelled any month; unused hours do not roll over.
$249/mo (the minimum fee, includes 2 change hours)
Optional. Starts after the post-launch support period. Cancel any month.
How maintenance worksHow this compares
| Do it yourself with a SaaS tool | Hire a custom agency | Upmark Labs | |
|---|---|---|---|
| Price | A segmentation add-on charges a monthly fee tied to list size | A CRM agency quotes after a data audit | Ours is one fixed price, shown before you buy |
| Scope | A segmentation add-on ships with fixed, generic segment templates | An agency agrees the segment list mid-project | Ours is built around the exact rules you define, up to 25 |
| Delivery | A segmentation add-on is live once you configure it yourself | An agency build usually runs several weeks, set per project | Ours has a fixed delivery time shown before you buy, with faster options |
| Freshness | A segmentation add-on recalculates on its own fixed schedule | An agency segment is a snapshot from when it was built | Ours refreshes on the schedule you set and alerts you on movement |
Questions about this product
What is included in the AI Customer Segmentation build?
Up to three read-only data sources, up to 25 segment rules or metrics in your own terms, one dashboard or recurring report with up to five alerts, a check against three months of history, two rounds of changes and a recorded handoff session. The price is fixed and shown on this page before you order, and it does not change once the build starts.
What does AI Customer Segmentation cost to run each month?
Roughly $20 to $150, covering AI model usage plus hosting and scheduler fees, paid directly in your own accounts rather than billed through us. Stores refreshing segments daily and pulling from all three connected data sources tend to land nearer the top of that range than stores running a single lighter segment.
How soon can I have working customer segments?
Delivery follows a fixed schedule shown before you buy, counted from a verified intake. If you need segments sooner, for example before a seasonal campaign, express and rush delivery are available. Either faster option is chosen at checkout, not requested afterward, and every segment is checked against your own history before launch.
What customer data does AI Customer Segmentation need to see?
Read-only admin or API access to your store platform, plus at least three months of historical order and customer data to test the rules against. Credentials are shared by adding our team as a user or creating a key you control, never by email, and nothing is ever written back to a customer record.
Can new segments be added after launch?
Yes, through monthly maintenance. Adding a segment, adjusting a threshold, or rebuilding a rule for a new sale season all fit inside the monthly change hours. A change that pushes past the 25-rule scope is quoted separately as a Change Quote before work starts.
Is AI Customer Segmentation maintenance a long-term contract?
No. Plans bill month to month and can be cancelled at any time, without a fixed term. Segments keep running on their existing rules regardless; the plan only pays for the hours spent changing them afterward. Hours left unused in a given month do not carry forward.
Does Upmark Labs keep a copy of our segmented customer list?
No. Segments are built from data read directly out of your own store and marketing accounts, and the results live in the dashboard or report we hand off to you. We configure the rules during the build, but ongoing access and ownership of the segment data stay entirely with you.
Guides on this topic
All guides Stop emailing your whole list the same offer.
Order AI Customer Segmentation and behavior-based groups are ready to target on a fixed delivery date, refreshed on the schedule you choose.
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