Ledgerly
Personal finance
Translate money jobs—not finance jargon.
The product was trustworthy. The language was not how people described the money job they needed done.
India
8 months
Signature case
Before
#61
finance rank
14K
organic / month
6.2%
trial to paid
4%
recommendation share
After · 8 months
#7
finance rank
71.5K
organic / month
13.8%
trial to paid
29%
recommendation share
01
the thesis
Translate money jobs—not finance jargon.
Let trust and money clarity do the persuasion.
02
interventions
- 01Mapped plain-language jobs: track spending, pay bills, start a SIP and build credit.
- 02Localised three Indian-language variants around behavior, not direct translation.
- 03Joined MMP, store and paid-search evidence into one weekly operating view.
- 04Closed assistant citation gaps with explicit capability and trust evidence.
03
the mechanism
Why the motion compounded.
Discovery improved because the product became legible to people and machines. Conversion improved because the promise matched the first in-app job.