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Making AI product value clear and scalable

Using proof of value to help AI teams sell more confidently, expand into new markets, and scale growth.

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Your product works. Now the challenge is scaling growth.

At this point, growth challenges move away from technology and toward buyer adoption.

Growth now depends on building demand. New buyers need to see where the product applies, why it matters for them, and how it creates value. The focus shifts from building product features to reinforcing relevance across markets, use cases, and sales conversations.

AI product growth strategy visual by hmncite
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What unlocks the next phase.

From here, growth depends less on the product itself and more on how its value is understood.

What growth depends on at this stage
  • Proof that makes the product’s value clear in specific industries and use cases.

  • A shared way to explain value, so sales conversations don’t change every time.

  • Less dependence on founders or custom demos to make the product make sense.

  • Clear links between what the product does and the outcomes buyers care about.

Where teams typically get stuck
  • Entering new markets and having to re-explain relevance from scratch.

  • Seeing early traction, but inconsistent buyer understanding.

  • Carrying sales alongside product or leadership roles, slowing momentum.

  • Trying to move beyond pilots without proof that scales.

This is where I come in. My services are designed to support AI teams as they focus on their most important growth priorities.

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Services

Each package is designed to support a specific growth moment.

01

Choosing Where to Grow
Prioritise the right markets and sectors with confidence.

​For teams planning expansion and needing direction on which markets or sectors to prioritise.

Brings focus to market selection by identifying where demand, fit, and value are strongest, supporting more confident go-to-market decisions and prioritisation.​​

02

Entering New Markets
Sell into new industries or regions with clear proof of value.

For teams expanding into new spaces and looking to demonstrate value.

 

Buyers see how the product applies, what it delivers, and where it creates value. This supports more consistent sales conversations, stronger pitches, and go-to-market execution.​

03

Supporting Client Delivery
Demonstrate product value through client delivery.

For teams working with clients who need help running analysis and interpreting results.

Analysis is turned into clear insight clients can act on, helping demonstrate the product’s value while strengthening relationships through practical project work.

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About

My background is in market research and consumer insights, working at the intersection of data, behaviour, and decision-making. I’ve spent my career helping organisations move from insight to action, with a focus on how information needs to be framed to support effective decision-making.

This experience now underpins the work I do through hmncite.

It brings together rigorous thinking, strong market understanding, and structured commercial framing to help teams with AI products demonstrate where their offering creates value and clarify what matters to specific buyers and industries. The work focuses on translating technical capability into clear proof of value that supports sales and market expansion and forms the core of my AI product growth consulting.

Hannah Murcott AI product growth consultant and founder of hmncite

Testimonials

What Clients Say

As an AI-powered consumer intelligence platform, our growth depends not just on the strength of our data, but on how clearly we translate it into industry-relevant insight. As we expanded into new sectors, Hannah helped us turn our capabilities into high-quality, insight-led content that made our value immediately tangible for buyers.

Her ability to work directly with our platform and build credible, commercially meaningful narratives gave our sales and marketing teams the proof points they needed to communicate consistently and confidently across markets.

Matthieu Danielou,
Founder & CEO, Trajaan
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Let’s Discuss Your Growth Goals

We’ll use this as a working conversation to talk through your goals and how I can support what comes next.

We’ll look at:
AI product positioning and value clarity consulting
Your product and current positioning
AI target market strategy and growth planning
Your target industries or markets
Proof of value program for AI product adoption
Where proof of concept could support growth
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If you’d prefer to start with a question rather than a call, feel free to get in touch.

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Get in touch

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hmncite, turning AI capability into proof that scales growth.

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