The right buyers aren't finding the product
Commercial queries, category comparisons and AI answers may miss the product or point to a page that does not address the buyer's task.
PLG / SELF-SERVE SAAS
Get the right users into your product.
Caldrin works on the Search, AI discovery and acquisition systems that bring relevant users to software products. We connect that work to signup and activation data so the strategy doesn't stop at traffic.
ACQUISITION PROBLEMS
Where product acquisition needs work.
These are different constraints. The right first fix depends on what the data and the product journey show.
Visitors cannot see why it fits
A use-case or integration page may attract the right visitor but fail to explain the workflow, limits or first step inside the product.
Acquisition stops at a traffic report
Visits and signups are visible, but the team cannot tell which sources bring users who reach a meaningful product event.
THE WORK
What an engagement involves.
Caldrin can research demand, change acquisition assets and connect them to product events when the relevant access and implementation scope are in place.
Demand research
Map category, alternative, integration and use-case queries to the buyer's problem and the product's actual capability.
Query and page prioritiesAcquisition assets
Improve commercial pages and technical architecture. Build comparison, integration or data-led pages when each has distinct buyer value.
Pages and technical fixesMeasurement
Where access and scope allow, connect source and landing page to signup and an agreed activation event. Keep AI observations separate from attributed visits.
Event and source definitionsIteration
Use observed query, page and product behaviour to change the next page, message or targeting decision.
A prioritised next testSee the Search + AI work ↗For a defined account market or sales-assisted motion, see Signal-Based Outbound ↗
ACQUISITION TO PRODUCT
What happens after someone finds the product matters.
Each stage needs its own evidence. A ranking may bring no visit; a signup may never reach the first useful outcome. The product team defines activation for its workflow.
- 01
Discovery
A buyer finds the product through Search, AI, a source or a referral.
CHECK / Relevant visibility - 02
Visit
The landing page answers the problem that brought them in.
CHECK / Qualified visits - 03
Signup
The visitor chooses to enter the product.
CHECK / Signup by source - 04
Activation
They complete the first meaningful product task.
CHECK / Defined event - 05
Paid conversion
The user or account pays when the product warrants it.
CHECK / Paid cohort
Example: A buyer searching for a meeting-transcription tool should land on a page that shows the relevant recording and transcript workflow. After signup, the useful first event may be a completed transcription, if that is the product's agreed activation definition. This is an illustrative path, not a measured case.
Founder, Caldrin
FOUNDER / PRODUCT OPERATOR
Experience from building software, not just marketing it.
Ankur has built software products and works across acquisition research, product understanding and the tools needed to measure the handoff. That brings a practical question into each page brief: what can the visitor do inside the product after arriving?
We check whether the first product action matches the problem that brought a visitor in before treating more traffic as the answer.
Meet Ankur and Caldrin ↗ACQUISITION MOTION
The right channel depends on how the product is sold.
Self-serve entry, sales assistance and account-led selling can coexist. The conversion event and the role of outbound change with the motion.
Pure self-serve
Search or referral → product page → signup → first valueImprove relevant discovery and the path into the first product task.
Sales-assisted
Self-serve entry → product use → sales conversationConnect acquisition context with the account and the human handoff.
Account-led
Defined account → researched outreach → product or sales evaluationUse Signal-Based Outbound when fitting organisations and buyer roles can be mapped.
See the B2B SaaS acquisition hub ↗Explore Outbound for account-led SaaS ↗
NEXT STEP
Find out where product acquisition needs attention.
Answer three questions about your business and acquisition challenge. You'll get an initial recommendation and the option to discuss it with Caldrin.
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