Analytics tactics

Practical Analytics tactics for startups and small teams — how to do each one, an example, and when it backfires.

1. 1 Pull each user's yearly stats
2. 2 Show them as a story with share cards
3. 3 User posts their card on social
Awareness
Create a personalised year-in-review recap users want to share

Turn each user's yearly activity into a short, story-style recap with shareable cards, so customers show off your product for you.

Impact High Effort High
Categories: Social Media, Analytics, Email
1. 1 Measure the baseline conversion rate
2. 2 Pick the smallest lift worth finding
3. 3 Calculate sample size per variant
Acquisition
Decide your A/B test sample size before you start

Work out how much traffic a test needs up front, then judge it once, so you stop shipping winners that were never real.

Impact High Effort Medium + free tool
Categories: A/B Testing, Analytics
1. 1 Export customers with value data
2. 2 Keep the top tier by value or retention
3. 3 Upload with consent and hashing
Acquisition
Build lookalike audiences from your best customers

Feed ad platforms a clean list of your highest-value customers so they can find new people who look like them, instead of seeding from everyone.

Impact Medium Effort Low
Categories: Paid Ads, Analytics
1. 1 Shortlist newsletters your buyers read
2. 2 Book one test issue each
3. 3 Tag every link and use a unique offer
Acquisition
Buy niche newsletter sponsorships and measure what they return

Place ads in small, focused newsletters your buyers read, test them in small batches, and track each placement with its own link and offer.

Impact Medium Effort Low + free tool
Categories: Paid Ads, Email, Analytics
No convention

"Facebook", "facebook", "fb" and "meta" logged as four sources
Campaign names made up link by link
Written convention

Short fixed list of mediums and sources
One campaign format, such as 2026-10_launch
Acquisition
Set a UTM naming convention before your next campaign

Agree on how you tag links so your analytics groups traffic correctly instead of splitting it across typos.

Impact Medium Effort Low + free tool
Categories: Analytics, Paid Ads
1. All site visitors
2. Audiences by page intent
3. Customers and trial users removed
4. Matched ads under frequency caps
Acquisition
Retarget visitors with ads that match what they viewed

Show ads to past site visitors based on the pages they read, with frequency caps and exclusions so you spend on people who are still deciding.

Impact Medium Effort Medium + free tool
Categories: Paid Ads, Analytics
1. All new signups
2. Took any early action
3. Completed the activation action
4. Still active in week four
Activation
Define your activation metric before you redesign onboarding

Find the early action that separates users who stay from users who leave, then build onboarding around getting people there.

Impact High Effort Medium
Categories: Onboarding, Analytics
1. 1 Study accounts that churned
2. 2 Pick three to five signals
3. 3 Score each green, yellow or red
Retention
Build a simple customer health score

Combine a few usage and relationship signals into one score per account so you can spot customers at risk of churning while there is still time to help.

Impact High Effort Medium
Categories: Analytics, Customer Support
1. Expected reorder date Customer passes their typical gap between orders
2. +1 week Friendly reminder with their last product and a reorder link
3. +3 weeks Show what's new or a product that fits their history
Retention
Win back D2C customers who have stopped buying

Spot customers who are overdue for their next order based on your real purchase cycle, then reach them with a short, relevant winback sequence.

Impact High Effort Medium
Categories: Email, Analytics
1. 1 Measure median days between reorders per product
2. 2 Adjust for size, quantity and household data
3. 3 Send reminder a few days before run-out
Retention
Send replenishment reminders when customers are about to run out

Time reorder reminders to each product's real usage cycle so customers buy again from you before they run out or switch brands.

Impact Medium Effort Low
Categories: Email, Analytics
1. 1 Score order by pin code, value and buyer history
2. 2 Confirm via WhatsApp with a one-tap reply
3. 3 Offer UPI prepaid discount or small advance
Revenue
How to reduce COD returns and RTO for D2C brands in India

Cut cash-on-delivery RTO with WhatsApp order confirmation, prepaid incentives, pin-code risk scoring and partial advance payments.

Impact High Effort Medium
Categories: Conversion, Analytics, Customer Support
1. All free and trial sign-ups
2. Activated accounts
3. Accounts with buying signals
4. Fit your target customer
Revenue
Find product-qualified leads and route them to sales

Score free and trial accounts on usage signals, then have sales reach out to the ones already getting value and showing buying intent.

Impact High Effort High
Categories: Sales, Analytics
1. 1 Orders show common pairs
2. 2 Pairs appear on product page
3. 3 Shopper adds the paired item
Revenue
Add frequently bought together suggestions to product and cart pages

Use real order data to suggest items customers usually buy together, shown on product pages and in the cart where intent is highest.

Impact Medium Effort Low
Categories: Conversion, Analytics
1. 1 Collect views, carts and purchases per user
2. 2 Start with simple rules such as bought together
3. 3 Place blocks on product page, cart and emails
Revenue
Personalised product recommendations from purchase and browse data

Use what customers bought and viewed to recommend relevant products on site, in email and in-app, and raise order value and repeat sales.

Impact Medium Effort High
Categories: Conversion, Email, Analytics

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Analytics tactics

Create a personalised year-in-review recap users want to share

Decide your A/B test sample size before you start

Build lookalike audiences from your best customers

Buy niche newsletter sponsorships and measure what they return

Set a UTM naming convention before your next campaign

Retarget visitors with ads that match what they viewed

Define your activation metric before you redesign onboarding

Build a simple customer health score

Win back D2C customers who have stopped buying

Send replenishment reminders when customers are about to run out

How to reduce COD returns and RTO for D2C brands in India

Find product-qualified leads and route them to sales

Add frequently bought together suggestions to product and cart pages

Personalised product recommendations from purchase and browse data

New tactics and tools, once a week