SSophi

Sophi places more than 99% of the content on The Globe and Mail’s digital pages and reshuffles the homepage every 10 minutes without an editor directing it, according to a September 2024 case study from Mather Economics, which now owns the platform. The Globe reported homepage click-through up 17% and its subscriber acquisition rate up more than 10%.

Sophi is best for subscription news publishers that want page curation, paywall decisions and print layout driven by subscriber and revenue value rather than by clicks. It is an enterprise product: prices are shared on request, rollout runs through Mather’s team and most published results come from the vendor. Pricing is a custom quote, and we rate Sophi 7.5/10 on our scale, a score shaped by quote-only pricing and a sales-led setup rather than by what it does. We have not used Sophi ourselves; this review is based on Mather Economics’ published product pages and case studies.

Named Publisher Results From Mather’s Case Studies

Mather publishes several customer results for Sophi. They are vendor case studies, but they name the publisher and the metric.

For a buyer, the Globe figures matter most because they show how far the automation goes. Handing more than 99% of digital page placement to software is a large step, and the Globe took it in the newsroom where Sophi was built. The case study also says no reader has complained or asked whether a computer curates the site.

The subscription lifts at the Tampa Bay Times, the Inquirer and Bangor Daily News are headline numbers from Mather’s own pages. They are useful for setting expectations in a pitch, but a publisher should ask how each lift was measured, over what period and against which baseline before treating them as a forecast.

Narrow Decision Engines Over Site, Paywall and Print

Sophi is a set of decision engines that sit on top of a publisher’s existing site, paywall and print workflow. Each one makes a narrow, repeated decision that editors or audience teams used to make by hand.

Site Automation

Site Automation decides which stories appear where on a homepage, landing page or section page. At the Globe, editors trained the AI to judge the focus of each page and which articles belong on it. Sophi then scores stories by their contribution to subscriber retention, subscriber acquisition, registration and advertising revenue, not by pageviews alone. Every 10 minutes it looks for stories that deserve more prominence and updates the page. The Globe also uses Sophi to pick what it promotes on its social pages and in newsletters.

This value scoring is the main difference from a most-read widget. A story that draws heavy traffic but rarely converts readers to subscribers can rank below a smaller story that does, which is why the Globe tracks subscriber acquisition alongside click-through.

Dynamic Paywall Engine

The paywall engine chooses, in real time, whether a reader sees an article openly, meets a registration wall or hits a paywall, using audience and content data. It works toward a target paywall intercept rate set by the publisher and adapts to breaking news, seasonal shifts and the stage of an article’s life without manual tuning. Staff can configure options and override decisions. Mather has added custom publisher signals and a trackerless, on-device version of its User Paywall Engine, which it says speeds onboarding.

Print Automation

Print Automation lays out print pages through select CMS partners. At the Globe, Mather says it does in seconds a laydown task that used to take two people two hours. For publishers still producing a daily paper, this is the most direct labor saving in the product.

Rollout Steps

1. Scope: choose quick-start or a fully customized deployment with Mather, which sets the module mix and the cost.
2. Connect data: Sophi uses audience and content data to score stories and readers; the paywall engine can run with custom publisher signals.
3. Train page rules: at the Globe, editors trained the model on what each page is for and which stories fit it.
4. Set targets and overrides: publishers configure paywall intercept goals and keep the ability to override decisions.
5. Measure: Mather pitches faster revenue growth within 90 days, so agree on a measurement window up front.

Editors Choose the Stories, Sophi Chooses Placement

Editors still decide what gets reported and published; Sophi decides where and how prominently it appears. Staff set paywall targets and can override the engine. Editorial judgment also enters through training, since editors taught the model what each page is for, and someone has to keep those rules current as sections change.

Quick-Start or Custom Deployments, Price on Request

Mather does not publish Sophi prices. Its paywall page says publishers can start with a quick-start option or a fully customizable deployment, and that cost scales with the functionality needed.

What a Sophi Pilot Needs to Prove

Without a public price list, the useful math is on the value side. Mather’s own numbers give a way to size what a pilot needs to prove.

• A metro daily with 1,000 new digital subscriptions a month: if a 10% lift in acquisition rate, the size the Globe reported, held at that scale, it would mean about 100 extra subscriptions a month. Multiply that by your average first-year subscription revenue to set a ceiling for what Sophi can cost and still pay back.
• A daily paper with a print edition: if print laydown takes two people two hours a day, as at the Globe, that is four staff hours a day, or 1,460 hours over a 365-day year, that Print Automation could free up.
• A paywall-only pilot: starting with the Dynamic Paywall Engine on the quick-start option limits scope while you test whether a lift like the Inquirer’s 35% shows up in your own data.

Costs to budget beyond the license include staff time to train page rules, data work to connect audience and content signals, and any CMS work if your system is not one of Mather’s print partners.

Sophi Compared With Echobox, Moments Lab and Amagi Newspulse

All four sell automation to newsrooms, but each owns a different step. Sophi controls what readers see on the site and when they hit the paywall; the others work on distribution or video.

These tools rarely compete head to head. A publisher might run Sophi on its site and Echobox on its social accounts at the same time. The choice comes down to where your revenue is decided: on your own pages and paywall, which is Sophi’s ground, or off-site on social and video. More options are on our media category page.

A newsroom that also produces video could pair Sophi with Amagi Newspulse or Moments Lab, since neither touches on-site placement or paywalls. The overlap with Echobox is closest, because both decide which stories get promoted, but Echobox does it on social feeds and email while Sophi does it on the publisher’s own pages.

Subscription Newsrooms With Thin Homepage Staffing

• Subscription news publishers: Sophi ranks stories by their value to acquisition, retention and registration, which matches how subscription businesses earn money.
• Newsrooms with thin homepage staffing: the Globe lets Sophi run the homepage and key landing pages, updating every 10 minutes.
• Publishers testing dynamic paywalls: the paywall engine targets an intercept rate and adapts to breaking news, with overrides for staff.
• Daily papers still printing: Print Automation cut a two-person, two-hour laydown task to seconds at the Globe.

Ad-Only Sites and Small Self-Serve Publishers

• Ad-only websites: much of Sophi’s scoring is built around subscriptions and registrations.
• Small publishers wanting self-serve software: Sophi is set up through Mather rather than a sign-up page, with pricing shared on request.
• Teams whose main need is social or video: Echobox, Moments Lab or Amagi Newspulse fit those jobs better.
• Newsrooms that prefer to place every story by hand: Sophi’s value comes from handing placement decisions to the model, so teams planning heavy manual overrides will see less of that value.

Points to Confirm With Mather Before a Pilot

• Vendor-published results: the Globe, Tampa Bay Times, Inquirer and Bangor Daily News figures come from Mather. Independent measurement would add weight, so ask for references and measurement details.
• Integration fit: Print Automation works through select CMS partners, so confirm your CMS before planning on it.
• Ownership change: Sophi moved from The Globe and Mail to Mather Economics in 2023; ask about roadmap, support and how it is bundled with Mather’s pricing and churn tools.
• Two different reach numbers: Mather’s April 2025 post cites 300+ news brands, while its Sophi page cites nearly 500 news sites; brands and sites are counted differently.
• Editorial buy-in: the Globe had editors train the model, and newsrooms that invest similar time are likely to get the strongest placements.

Questions to Ask Mather Before Signing

• Measurement: how will the lift be measured, against which baseline and over what period, and who owns the analysis?
• Scope: which modules does the quick-start option include, and what does moving to a fully customized deployment add to the cost?
• Systems: is your CMS one of the select partners for Print Automation, and how does the paywall engine connect to your current paywall vendor?
• Data: which audience and content signals does Sophi need, and when does the trackerless, on-device paywall option make sense for you?
• Control: how do editors override placements and paywall decisions, and how are those overrides logged and fed back into the model?

Ten Years of Sophi and a Trackerless Option

• April 29, 2025: Mather marked ten years of Sophi, recounting its start at The Globe and Mail, citing more than 300 news brands and announcing a trackerless, on-device version of its User Paywall Engine.

Proven at a National Paper, Bought Through Mather’s Team

For a subscription publisher with enough traffic to measure lifts, Sophi has a documented record of running a national newspaper’s pages on its own. It scores 7.5/10 on our scale. Autonomy is its strong point: more than 99% of page placement at the Globe, homepage updates every 10 minutes, and real-time paywall decisions. Mather’s customer results, from a 17% click-through gain at the Globe to a 74% paywall subscription lift at the Tampa Bay Times, give buyers concrete targets.

The score reflects quote-only pricing and a sales-led rollout, and a published pricing guide would help buyers compare. Ask Mather for a scoped pilot, start with one module such as the paywall engine, and agree on how the lift will be measured before you sign a longer contract.

Handing Pages to Sophi, Newsroom Concerns Addressed

Who Owns Sophi Now?

Sophi became part of Mather Economics in 2023. It started as an internal newsroom tool at The Globe and Mail, where founder Mike O’Neill led data science and digital analytics.

How Much Does Sophi Cost?

Mather does not publish prices. It offers quick-start and fully customizable options, and the cost scales with the modules and functionality a publisher needs.

Does Sophi Replace Homepage Editors?

At The Globe and Mail, Sophi runs the homepage and key landing pages without editor direction and places more than 99% of digital page content. Editors still decide what is published and trained the model on what each page should contain.

What Results Has the Sophi Paywall Engine Delivered?

Mather reports a 74% lift in paywall subscriptions at the Tampa Bay Times and a 35% lift at The Philadelphia Inquirer from its Dynamic Paywall Engine. Bangor Daily News reported subscription starts up 50%. These are vendor case studies.

Is Sophi the Same as Echobox?

No. Sophi decides placement on a publisher’s own site, paywall and print pages, while Echobox automates social posting and newsletters. Some publishers could run both, since they cover different channels.