Web & Journeys
AI Website Personalization
Personalizes website content by visitor segment and behavior.
Web & Journeys
AI Content Personalization
Specific content blocks, a homepage hero, a recommended-reading module, adapt to fit each reader's interests.
Your homepage hero and recommended-reading module show the same thing to everyone, even though readers arrive with very different interests. This build adapts those specific blocks to each reader, using browsing history from GA4, Segment or your CMS, without restructuring your pages. Editors can read and change every rule, and readers with no history see your default block.
- Key content blocks matched to each reader's interests
- Page layout untouched, only chosen modules adapt
- Default blocks shown when a reader has no history
$3,900
20–30 working days
Optional maintenance $249/mo
What it is
AI Content Personalization recommends and adapts individual content blocks and modules, such as a homepage hero or a recommended-reading section, to fit each reader, rather than restructuring the whole site or page. Rules stay visible and editable, and a reader with no history sees your default block.
Why businesses buy it
Content teams invest heavily in articles, guides and product pages, then show the same few pieces to every visitor. Readers who see nothing relevant leave, and good work stays buried. This build makes your most visible modules work harder by matching them to what each reader cares about, while your editors stay in control of the rules. The Scope Card fixes the blocks, connected systems and workflows before you order, so it is clear which modules adapt and which stay static.
Problems this solves
The homepage hero speaks to one audience and loses the rest
Individual content blocks, such as the homepage hero, adapt to each reader. The rest of the page stays as designed, so changes are targeted and contained.
Recommended reading shows the same articles to everyone
The recommended-reading section picks content that fits each reader's interests. Readers see pieces they are more likely to open, rather than one fixed list for all.
A full site redesign feels too big just to personalize
This works at the block level, not across the whole site or page. You can personalize key modules without rebuilding any templates or page layouts.
New visitors with no history see broken or empty blocks
A reader with no history sees your default block. Rules stay visible and editable, so your team decides exactly what the fallback version shows them.
A good fit if
You have specific content blocks or modules, a hero, a recommended-reading section, a related-products strip, that could work harder per reader.
You publish enough content that a one-size module is clearly wasting attention on readers with different interests.
You already track reading or browsing behavior through GA4, Segment or your CMS.
You want the block-level rules visible to your editorial or product team, not hidden inside a recommendation engine.
Not the right fit if
You want the whole page or site to restructure by segment, not just specific content blocks. See AI Website Personalization.
You want messaging surfaces like banners and popups personalized, not on-page content modules. See AI Dynamic Messaging.
Your content decisions need to follow a reader across their full relationship with you, not just within a page. See AI Customer Journey Personalization.
Your personalized pages get fewer than about 10,000 sessions a month, or you have no consent banner yet. Tests will not show a clear result, so start with the Personalization Quick-Start Sprint.
You need more than 2 connected systems or more than 6 workflows. Add a note at checkout for a quote, or start from our Custom AI enquiry form.
How it works
- The blocks worth personalizing are identified. A homepage hero, a recommended-reading module, a related-products strip, each gets its own rule set rather than one blanket page change.
- Reader segments and content options are defined. Which topics, products or articles map to which reader interest is set up in rules your team can read.
- Reading and browsing history is read from GA4, Segment or your CMS at the moment a page loads, without needing a full profile to work.
- The module updates to match. A returning reader interested in one topic sees different recommended content than a first-time visitor browsing something else entirely.
- A reader with no history sees your current default block, never an empty or broken module while data is missing.
- An A/B test compares the personalized module against your static one, so the lift in engagement is measured, not assumed.
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.
- The specific content blocks or modules you want personalized, such as a hero or a recommended-reading section.
- Access to your CMS and to reading or browsing data through GA4 or Segment.
- The reader segments and content options you want reflected in each block.
- A working consent banner and privacy settings, so personalization only runs for visitors who agreed, on data you are allowed to use.
- Enough traffic for measurable tests: about 10,000 or more sessions a month on the personalized pages.
- The name of the approver for any change to what a content block shows.
- 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.
- One decision-maker who can approve the block rules before they go live.
- 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 your content blocks confirmed.
Weeks 1–2
Reader segment and content-matching rules built from your data.
Week 3
Your CMS and analytics connected with read and write access.
Weeks 3–4
50 test scenarios run across your defined content blocks.
Week 4
Your review, with up to 2 rounds of changes.
Go-live
Live, recorded handoff session delivered, 30 days of support begin.
| Option | Delivery time | Price |
|---|---|---|
| Standard | 20–30 working days | $3,900 |
| Express | 15–25 working days | $4,600 |
| Rush | 10–20 working days | $5,250 |
What you receive at handover
- Block-level content personalization, such as a homepage hero or recommended-reading section
- Up to six workflows with your approval rules, visible and editable
- Read and write connections to up to two systems
- Default blocks for readers with no history
- A test report covering the documented scenarios
- An admin guide, a recorded handoff session and 30 days of post-launch support
Expected benefits and how to measure them
- Readers can see content closer to their interests.
- Personalization can start without a redesign.
- Key blocks can earn more clicks from the traffic you already have.
- Clicks on personalized blocks
- Track clicks per view on each block in your analytics, before and after.
- Pages per session
- Compare analytics for four weeks before and four weeks after launch.
- Conversions after a block click
- Count sign-ups or enquiries that follow a click on a personalized block.
Before you start: Record click-through on the blocks you plan to personalize and overall pages per session.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
Running costs
Running this after launch usually costs $50 to $250 a month in AI model usage and hosting, on top of whatever you already pay for your CMS or analytics, such as GA4 or Segment. Cost tracks how many page views get a personalized block, not the number of modules you configure.
AI usage during the build and testing period is billed the same way, directly in your own accounts, so every provider relationship stays yours.
Ask about running costsCustom requirements
If you need more content blocks or systems than the Scope Card covers, note it at checkout. A written Change Quote follows, the extra work waits for your approval, and your original order keeps its planned date. Larger or bespoke projects use the Custom AI request form instead.
Request a custom versionKeep it running
Monthly maintenance covers monitoring, fixes, model and platform updates, a monthly health report and enough hours to adjust content-matching rules as your library grows. It starts after the 30 days of post-launch support and can be cancelled any month.
$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 recommendation widget charges monthly by traffic volume | An agency quotes content strategy work separately | Ours is one fixed price, shown on this page before you buy |
| Scope | A recommendation widget is a black-box algorithm you cannot edit | An agency scope is agreed project by project | Ours is written on the Scope Card, rules you can read |
| Delivery | A recommendation widget is quick to embed but slow to tune | An agency content project usually runs several weeks | Ours has a fixed delivery time shown before you buy, with faster options |
| Where it applies | A recommendation widget is usually bolted onto one module | An agency build depends on what was agreed | Ours covers every content block you specify, in one build |
| Measuring impact | A recommendation widget often sells reporting separately | An agency build depends on what was agreed | Ours includes A/B test setup in the price |
Questions about this product
How much does AI Content Personalization cost?
One fixed price covers personalized content blocks across up to two connected systems and up to six workflows, including 50 documented test scenarios run against your real content and reader data. That price is in the panel on this page, with each delivery speed, so it is visible before you buy rather than estimated after a discovery call.
How long until our content blocks start personalizing?
Delivery time is fixed for each speed and shown in the panel on this page. It counts from the day your intake is complete and access is verified. Most of the time goes on choosing the blocks to personalize and agreeing the reader segments, so having your content inventory ready helps the most.
Does this rebuild our whole page, or just specific modules?
Just the specific modules you choose, such as a homepage hero or a recommended-reading section, not the whole page layout. That narrower, block-level scope is what keeps this build faster and cheaper than a full site-wide personalization project, while still giving each module a real reason to change per reader.
What data does content personalization use to decide what to show?
It reads reading and browsing behavior from tools such as GA4, Segment or your CMS at the moment a page loads, without needing a full customer profile to work. A returning reader who has shown interest in one topic sees different recommended content than someone browsing for the first time.
What does a reader with no browsing history see?
Your current default content block, exactly as it exists today, rather than an empty or broken module while data is still missing. Fallback to default content is a built-in part of every rule, so a first-time visitor or an anonymous reader never sees a gap where personalized content should be.
What are the ongoing running costs for content personalization?
Expect roughly $50 to $250 a month in AI model usage and hosting, on top of whatever you already pay for your CMS or analytics tools. That cost tracks how many page views actually receive a personalized block, not how many modules or content options you have configured overall.
Who owns the content-matching rules this build creates?
You do. Every reader segment, matching rule and workflow built for your content blocks belongs to you once delivered, the same as work from an in-house editorial or product team would. We do not reuse your reader data, your matching logic or your content rules for any other customer.
What if a content block is not personalizing correctly after launch?
You have five working days after delivery to flag anything that does not match the Scope Card, and that gets fixed as part of the original build price, not a paid Change Quote. Beyond that window, further tuning of block rules runs through monthly maintenance instead. Most fixes at that stage are narrow adjustments to a single block rule, not a rebuild of the whole personalization setup.
Make your hero and recommendations earn their space.
Order AI Content Personalization and your key content blocks adapt per reader on a fixed delivery date, with rules you can see and edit.
Works well with
