100M+ personalised creatives across seven languages — +40% CTR.

Whilter.AI took PolicyBazaar's acquisition funnel from generic to individual — +10% conversions across seven languages, no production bottleneck.

The impact
+40% Click-through rate
+10% Conversions
100M+ Personalised creatives delivered
7 Languages
The challenge One-size-fits-all creative couldn't reach a multilingual nation.

PolicyBazaar is a leading Indian insurance marketplace. Acquisition at its scale spans a vast, multilingual audience — and generic creative leaves performance on the table.

Snype delivered personalisation at population scale: more than 100M personalised creatives across seven languages, lifting click-through by 40% and conversions by 10%.

As one of India's largest insurance marketplaces, PolicyBazaar was serving one generic creative to a market that spoke seven languages and split into countless segments — and it showed in the numbers.

  • One creative, a whole nation. A single generic version had to carry acquisition across every language and segment PolicyBazaar sells into — relevant to none of them in particular.
  • Seven languages, no coverage. A market that transacts in seven languages was being reached in a handful, leaving whole audiences underserved.
  • Segments collapsed into an average. Distinct buyer segments saw the same message and offer, so nothing spoke to any one of them.
  • The studio couldn't keep up. Producing a version per language and segment by hand was never going to happen at insurance-acquisition volume.
How Whilter approached it

Personalisation at population scale.

Snype read first-party data to decide the right message and offer for each person, generated the matching creative on demand across all seven languages, and did it at population scale — so the studio was never the constraint.

a · Strategy

One person, one creative

Instead of a single version aimed at the average buyer, the unit of targeting became the individual — message and offer chosen per person, not per campaign.

b · Solution

First-party data picks the message

Each person's first-party data drove which message and which offer they saw, so relevance came from what PolicyBazaar already knew about them.

c · Tech

Seven languages, generated on demand

The engine produced native creative in all seven languages automatically, closing the coverage gap that manual localisation left open.

d · Execution

Studio removed from the critical path

Because generation was on demand, the human production step that used to cap volume stopped being a bottleneck — campaigns scaled without it.

The weapon

The creative that did the work — a few of the assets Whilter shipped into the account.

Multilingual creative grid · one message, many languages
Multilingual creative grid · one message, many languages
Renewal creative grid · same engine, per-segment variants
Renewal creative grid · same engine, per-segment variants
Why it worked

Relevance is what lifts CTR

A creative built for the person, not the average, is the thing people click — which is why click-through rose 40% once the generic version was gone.

The right offer is what converts

First-party data matched each audience to the offer that fit them, and better-fit offers are what turned attention into the 10% conversion gain.

Native language earns the response

Reaching all seven languages meant audiences previously served in the wrong tongue finally got creative they could act on.

Scale didn't cost relevance

100M+ creatives shipped and every one was individually chosen — volume and personalisation held together instead of trading off.

The compounding insight Once the creative itself does the targeting, personalisation stops being a cost you ration and becomes the thing that scales — the more you make, the better it performs.

Want results like these for your brand?

Snapshot
Industry
BFSI · Insurance
Company size
Enterprise
Channel
Multi-channel · Personalised creative
Region
India
Use case
Hyper-personalised acquisition creative
Engine
Snype

PolicyBazaar — frequently asked questions

What results did Whilter deliver for PolicyBazaar?

+40% CTR · +10% conversions · 100M+ personalised creatives. Delivered with Snype. See the full breakdown above.

How were these results measured?

Results are measured against the brand’s own performance baseline for the same audience and product line over the engagement window. Open the case for context on channel, region, and use case.

Can Whilter deliver results like this for our brand?

Start with a Growth Assessment. We map your accounts, identify the highest-leverage problem, and show you what the connected engine would ship next. Explore more enterprise growth stories.