Cohort & Revenue Analytics

Revenue that compounds, cohort by cohort

Cohort & revenue analytics groups customers by when they joined, tracks how each group retains and spends over time, and forecasts the lifetime value those patterns produce. MarkAge360 connects cohort views, retention and churn, LTV, CAC payback, revenue segmentation, and growth forecasting into one operating picture — so you can see which customers, channels, and campaigns create durable, profitable growth instead of one-off spikes.

Analytics approach

We read revenue the way it actually compounds.

A spike in this month's number tells you almost nothing on its own. Group customers by when they joined, watch how each cohort retains and spends over time, and the real signal appears — which acquisition routes build durable customers, where churn leaks revenue, and what lifetime value the patterns forecast. Cohorting, retention, and LTV run as one workflow, so spend decisions are steered by quality, not just last-click volume.

Cohort

We group customers by when they joined — by month, source, segment, or campaign — so we can see how behaviour really trends over time, not just in this period's blended average.

Retain

We track retention and churn cohort by cohort, so we know what is genuinely improving — which weeks a cohort leaks, where a fix held, and which acquisition routes produce customers that stay.

LTV

We forecast lifetime value and net revenue retention from the cohort curves, so spend is steered with confidence — LTV:CAC, payback, and revenue-by-cohort become the numbers behind every scale decision.

COHORT

Selected work

From cohort to forecast, wemake revenue legible.

Cohort tables, retention curves, LTV models, CAC payback, and revenue segmentation stay connected while the analytics work scrolls past.

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Event & Revenue Data Model

Signups, orders, renewals, refunds, and spend are unified into a clean revenue model with a single, trusted customer ID and join date.

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Cohort & Segmentation Design

Customers are grouped by join month, source, segment, and campaign, so every metric can be read by the cohort that actually produced it.

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Retention & Churn Analytics

Retention triangles, survival curves, and churn flags show where each cohort leaks revenue and whether a fix genuinely held.

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LTV, CAC Payback & Forecasting

Lifetime value, LTV:CAC, payback windows, and net revenue retention are modelled and projected forward to steer spend with confidence.

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Revenue Dashboards & Decision Cadence

Cohort and revenue views go live as dashboards tied to a weekly decision routine, so the reporting drives action, not just archives it.

Encardio Rite case study Infrastructure · B2B Encardio Rite Encardio Rite had decades of geotechnical engineering authority the internet could barely see. MarkAge360 built an integrated SEO, content and executive-branding system that grew monthly organic traffic from around 800 to as many as 70,000, with page-one visibility across five markets: India, the USA, the UK, the UAE and Australia. Apple Switchers Campaign case study Consumer · Brand campaign Apple Switchers Campaign Apple wanted non-Apple users across India's metros to reconsider iPhone. MarkAge360 ran a video-led brand campaign that showed what the Apple experience offers and how easy switching can be. Acton Service Centre case study Automotive Marketing Acton Service Centre Five years running every marketing channel for a West London MOT and service garage, and building the software behind it. Organic traffic up 2,400%, revenue up 900%, and a first party customer database past 100,000. Clifford Harris & Co case study Legal · Solicitors Clifford Harris & Co Clifford Harris & Co has advised businesses and families from London's West End since 1957, but its digital presence did not carry that standing. MarkAge360 rebuilt the firm online: a sharper brand expression, a website organised around how clients actually choose a solicitor, and search foundations written into every practice area. Ferreira's case study Commercial · Tile Retail Ferreira's Ferreira's sells luxury Italian porcelain from a showroom on West End Lane in West Hampstead, and designs, supplies and fits it too. We ran their marketing as one system for two years: identity, a bathroom-led catalogue, search, and paid media built around a product people research for months and buy in person. Institut Français India case study Higher Education Institut Français India MarkAge360's demand-generation system for Institut Français India: paid media, education affiliates, and lifecycle messaging run as one connected student-acquisition engine. It beat the Choose France lead target by 47% and returned an 8:1 ROI, with ₹8 back for every ₹1 spent. OJO Life case study Wellness · Subscription OJO Life OJO Life is a Delhi NCR wellness and meal-subscription brand that had spent two years stuck against its revenue ceiling. MarkAge360 built one connected wellness marketing growth system. Study in India · GMAC case study Higher Education Study in India · GMAC GMAC's first mandate to MarkAge360: a 90-day, 00,000 global campaign to move prospective students across 40+ countries. The GMAT Exam by GMAC case study Higher Education / Test Prep The GMAT Exam by GMAC Seven years, four regional mandates, 400,000+ leads across 20+ countries — work that began at King Crescent and moved to MarkAge360 at founding. What began as a one-year Middle East & Africa test grew into GMAC’s four-region growth partnership, every expansion earned on delivered numbers. Aakash iACST case study Education / Test Prep Aakash iACST Aakash's iACST is an always-on scholarship test. The mandate: hit the lead target for the August flight and cut cost at every stage. MarkAge360 delivered a 12% lead-to-conversion rate, with cost per lead down 15% and cost per conversion down 28%. TOEFL Olympiad case study Education / Study Abroad TOEFL Olympiad A two-phase, full-funnel campaign that introduced the TOEFL Olympiad to India's Gen Z — turning study-abroad ambition into reach, a qualified database, and registrations that cleared every target set. Rite Geosystems case study Geotechnical · B2B Rite Geosystems Rite Geosystems had deep expertise in geotechnical instrumentation and infrastructure monitoring that the US market could barely find online. MarkAge360 built an integrated system across US-focused SEO, engineering content, website optimisation and social media, making the brand discoverable for the products, applications and engineering problems central to its market.

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Analytics platforms & tools

  • GA4
  • Looker Studio
  • BigQuery
  • dbt
  • Mixpanel
  • Amplitude

Cohort & Revenue Analytics FAQ

Revenue questions,answered cohort by cohort

Straight answers on cohort analysis, retention and LTV, and the unit economics behind every scale decision.

What is cohort & revenue analytics, and what's included?

It groups your customers by when they joined — by month, source, segment, or campaign — then tracks how each group retains and spends over time. MarkAge360 builds the full picture: a clean revenue data model, cohort and segmentation design, retention and churn analytics, LTV with CAC payback, revenue segmentation, and growth forecasting. The output is one operating view that shows which customers, channels, and campaigns create durable, profitable growth rather than one-off spikes.

How is cohort & revenue analytics priced?

Pricing depends on how many data sources we unify, the state of your event and revenue tracking, and whether you want a one-time analysis or living dashboards on a decision cadence. We usually scope an initial build — data model, cohort design, and the first retention and LTV views — then a lighter ongoing rate to maintain the model and run the weekly review. We share a fixed quote after a short discovery call so there are no surprises.

How long does it take to see usable cohort views?

If your underlying data is reasonably clean, we can stand up the first cohort and retention views in a few weeks. Building a trustworthy revenue model with a single customer ID and join date is the part that takes the most care, since every metric downstream depends on it. LTV and forecasting curves get more accurate as more months of cohort history accumulate, so the value compounds over time.

How is this different from the dashboards in GA4 or my ad platforms?

Most platform dashboards report blended, period-over-period numbers — this month versus last month — which hides whether the customers you acquired actually stay and spend. Cohort analytics reads behaviour by the group that produced it, so you can see which acquisition routes build durable customers and where churn quietly leaks revenue. We connect cohorting, retention, and LTV into one workflow, so spend decisions are steered by quality, not just last-click volume.

Which tools and data sources do you work with?

We work with your existing stack — analytics like GA4, your CRM and billing or subscription system, ad platforms, and your data warehouse where one exists. We unify signups, orders, renewals, refunds, and spend into a clean model, then surface cohort, retention, and revenue views in BI dashboards your team already uses. We don't force a rip-and-replace; the goal is one trusted source the whole team reads the same way.

How do you measure success and prove ROI?

Success is measured by the decisions the analytics change, not by the number of charts. We track LTV:CAC, CAC payback windows, net revenue retention, and revenue by cohort, then tie those numbers to a weekly review where spend and retention actions get made. When the model shows a channel building higher-LTV cohorts or a fix that genuinely held a leak, that's the ROI — budget moving toward durable growth instead of vanity volume.