Caldrin works on how software buyers discover products, compare vendors and become customers. We build commercial Search + AI visibility and researched outbound campaigns around your product, market and sales motion.
Choose the first offer by the buying problem. Some companies need commercial discovery first; others have a defined set of accounts to approach.
Start with category, integration, alternative and competitor searches. First work may include query research, technical SEO, commercial pages, AI visibility measurement and source analysis.
Explore Search + AI ↗Define the market, segment fitting accounts and investigate signals that change the message. First work may include account research, campaign hypotheses and a controlled test.
Explore Outbound ↗Scope follows the constraint. A Search engagement and an Outbound engagement do not require the same assets or access.
Map commercial queries, competitor alternatives or target accounts, depending on where acquisition is constrained.
Output: a prioritised demand or account map.Build relevant product, use-case or comparison pages; or prepare researched account segments and messages.
Output: pages or campaign assets that answer a buyer decision.Resolve technical Search barriers or run an agreed outbound test with sending checks and message approvals.
Output: a working test, not just a strategy deck.Review search visibility, qualified response and the next product or sales conversion step where data is available.
Output: decisions about what to change next.
Ankur Shrestha founded Caldrin and has built software products. That experience changes the questions behind acquisition work: Which visitors are a fit? Where does a signup stall? What makes a sales conversation qualified?
Search visibility, signups and campaign replies matter when they connect to the next meaningful product or sales step.
Meet Ankur and Caldrin ↗Self-serve buyers need to reach product value after signup. Sales-led buyers need a qualified conversation and opportunity. Sales-assisted and hybrid products may need both paths measured.
Measure: non-brand acquisition, signup quality, activation, paid conversion and retention. Product-qualified leads matter only where a qualification rule exists.
Measure: commercial visibility, qualified replies, demo conversion, opportunities and attributable pipeline or revenue.
Commercial searches may be narrow. Product comparisons, source credibility and the buying role matter before choosing a Search or account approach.
Explore Insurtech ↗A relevant visitor still has to sign up, activate and find a reason to pay. Acquisition work should be measured against that path.
Explore PLG / Self-Serve SaaS ↗Founder Brand + Reputation can help buyers verify expertise. Paid + Creative can extend a tested message. Focused software can remove repeated research, routing or measurement work. Add them when the starting offer reveals a need.
See how the Growth OS fits together ↗Answer three questions about your business and acquisition challenge. You'll get an initial recommendation and an option to discuss the next step with Caldrin.
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