Tag: AI
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Learning about automated prompts
Most of the prompts we write are done manually — you type something into ChatGPT or Claude and wait for a response. But there’s a whole other world of prompting happening behind the scenes, where developers write code that assembles and fires off prompts automatically, thus reducing the manual effort in prompt creation and tuning.…
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Outcome based pricing
I’ve written about pricing before and value based pricing in particular. Value-based pricing sets prices mostly based on the customer’s value perception or willingness to pay, rather than on production cost or competitor pricing. Fixed or variable pricing models are most common among software companies, with vendors either charging a seat-based or usage-based rate. With…
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From SEO to AEO
From Search Engine Optimisation to Answer Engine Optimisation (AEO) means we’re shifting from links to hyper-specific answers and context. AEO is about making your content discoverable by answer engines like ChatGPT, Perplexity, Gemini and Claude. These AI agents find, synthesise and reuse content in response to user prompts. With traditional SEO, users click a link…
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My Product Management Toolkit (68): Defensibility
What is defensibility? Defensibility comes from the competitive advantage that a company or product has over its competitors. These advantages operate like “moats”, protecting a company against its competitors. Trusted brand or switching costs are good examples of moats that competitors find hard to copy or emulate. How should PMs think about defensibility? Being unique…
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ComplyAdvantage (Product Review)
My summary of Comply Advantage before using it – Automated Anti Money Laundering (AML) compliance. Why AML compliance is painful? Having worked with banks previously, I’ve seen first hand the challenges and intricacies of AML – incorporating AML checks into user journeys as well as ongoing risk monitoring. How does ComplyAdvantage explain itself in the…
As I learn ... 