What investors actually see in a Moonlabs deck

Most pre-seed decks are theatre. Pretty slides, hand-waved market sizing, made-up revenue projections, no real product behind them, and a founding team that has shipped roughly nothing. We have sat across the table from a hundred of these decks between us. Investors learn to spot the theatre inside the first two minutes, and then the deck is over — even if the pitch continues for another ten.

The deck we coach Moonlabs Academy cohort founders towards is the inverse. Eight slides. No theatre. Every claim verifiable. Every number tied to evidence. This essay walks through the structure, what each slide contains, and what investors take away from it.

If you are a founder reading this — at the Academy or elsewhere — the structure here is steal-able. We did not invent it; it is roughly the YC-style template with the post-2024 AI-product nuances added in. The contribution we made is the discipline with which we make founders strip the deck of theatre. That discipline does not show up on the slides themselves but it shows up in the room.

Slide one: the one-line product

The first slide answers a single question: what does this company do. In one sentence. Plain English.

Bad: "We are building the future of [vertical] through agentic AI-powered workflows that empower [persona] to [outcome] at scale." Tells me nothing. The buzzword density triggers investor immune systems.

Good: "We extract the four legally-required fields from rental contracts in under two seconds, with 99.4% accuracy. £2 per extraction, sold to UK letting agents." I now know exactly what the product does, what the customer pays, and the unit of measurement. The pitch can proceed.

The discipline we coach: write the one-liner first, before any other slide. If the one-liner is fuzzy, the rest of the deck cannot recover. We have killed three pitches in the cohort by refusing to let the founder advance until the one-liner was crisp.

Slide two: the working product

A live demo of the product. Not a screenshot. Not a Loom video. The product itself, running on the actual production URL, with the investor's own input if they want to try.

For Academy founders this is mandatory. If your product cannot be demoed live in front of investors at demo day, you do not pitch. We rehearse the demo three times in the final week.

The demo is one minute. Inputs, outputs, the small moment where the AI obviously did something a human would have taken twenty minutes to do. We are explicit with founders: the demo is not the deck, the demo is the deck. Investors who see a working product behave very differently from investors who see slideware. The conversion from interested-in-the-deck to writing-a-cheque is multiplicative.

Slide three: the customer

Who pays for this and what did they do before. One named customer, not three logos.

The named customer is critical. Pre-seed founders learn quickly that we have early customers is a phrase investors discount to zero because they have heard it a thousand times. We have a named customer, here is their name, here is the contract we signed, here is the £400/month they are paying us, here is what they used to do which cost them £4,000/month — this is a different conversation. The investor will sometimes ask to talk to the customer directly. We tell founders to expect this and to have warned the customer it might happen.

For the cohort we strongly prefer paid customers, even at small ticket sizes. A £200/month paying customer is much stronger evidence than a £200,000/year letter of intent.

Slide four: the numbers

Revenue, pipeline, retention if you have any. Stripped to the smallest set that tells the story honestly. No projections to year three. No TAM/SAM/SOM theatre.

For most pre-seed companies at demo day, the numbers slide says something like:

- Paying customers today: 3
- MRR: £1,180
- Pipeline (signed pilots, not yet billing): 5 customers, £4,200/month if all convert
- Churn so far: 0 (small numbers, three months)
- Gross margin: 81% (compute costs are the input)

Five lines. Verifiable. Each one tied to something the investor could check in diligence.

The temptation, which we coach against ruthlessly, is to dress up small numbers with growth-rate framing. "We grew 400% month-over-month" on a base of £200 to £1,000 is technically true and absolutely useless. The investor will spot the framing and lose trust. Honest small numbers beat dressed-up small numbers, every time.

Slide five: the why-this-can-be-big slide

The market thesis, in two paragraphs. Not slide-of-numbers; just a clear argument for why this small thing turns into something that returns the fund.

The argument has the shape: here is a behaviour that is becoming structural in the next 24-36 months; here is why our product captures that behaviour better than alternatives; here is the scale that follows.

Bad: "This market is $42B and growing at 38% CAGR." Top-down market sizing is correlated with bullshit. Investors discount it.

Good: "There are 19,000 letting agents in the UK regulated to draft tenancy agreements. Each handles roughly 280 contracts a year. Our product saves them 12 minutes per contract. At £2 per contract that is £10,000 per agent per year of saved-time-monetised. If we capture 10% of agents we are at £19m ARR. We sign agents three at a time through the existing referral channels in the industry." The argument is verifiable. The path is named. The investor can stress-test each number.

Slide six: the team

Founders, what they did before, why they are the right people for this. Two-thirds of investor decisions at pre-seed are made on this slide.

For the cohort, we frame each founder around: what shipped product or measurable outcome have you produced in the last twelve months that demonstrates you can ship this one. The Academy itself is one such outcome — twelve weeks of building this exact product to a real customer is non-trivial evidence. We do not let founders pad with the Stanford / Goldman / Google signal that pre-seed investors have learned to discount.

If the team is two founders, the slide explains the division of labour clearly: founder one runs product and engineering, founder two runs sales and contracts, here is the evidence for each.

Slide seven: the round

What we are raising, the cap, the use of funds, the runway implied.

We coach simplicity here. Bad: we are exploring a range of funding scenarios from £200k to £2m at caps between £4m and £15m. You sound undecided. Investors will not commit.

Good: we are raising £250k on a SAFE at £4m post. Eighteen months runway at current burn. Use of funds: founder salaries 60%, customer acquisition tests 25%, infra 15%. We have £80k already committed from two angels named [X] and [Y]. The investor knows exactly what they are being asked to do.

The named-existing-commitments line is often decisive. A round with £80k already in it is much easier to close than a round with nothing.

Slide eight: the close

What the founder wants from this conversation specifically. Ask for £25k from this investor. Or ask for an introduction to their portfolio company in the same space. Or ask for help on hiring. Specific, time-bound, named.

The bad version is we would love to chat further. The good version is we are aiming to close this round by end of June. If you can decide in the next three weeks, we would love to bring you in. Confidence and time-pressure together push investors off the fence.

What we strip out of every cohort deck

Eight slides is what stays. The things we strip out, ruthlessly:

• Hand-waved competitive landscape grids. They tell the investor nothing they cannot work out themselves.
• Pictures of customer logos when those customers are not paying. Investors decode the framing instantly.
• Five-year revenue projections. Pre-seed investors do not invest in the spreadsheet; they invest in the founder's ability to discover the next eighteen months.
• The hockey stick chart. Always a tell. Replace with the honest numbers slide.
• The "vision" slide. Should be implicit in slides five and seven. Standalone vision slides are filler.
• A team slide with the dog of the founder on it. We see this every cohort. We veto it every cohort.

The deck is twenty minutes of work to build, after the underlying business is real. The underlying business is twelve weeks. The ratio between the two is the right one.

What the cohort deck looks like in practice

If you are an investor and you would like to see what one of these decks looks like in practice, the twelve cohort decks from the Summer 2026 demo day will be available to registered investors from September 2026 onwards. For investors has the invitation details.

If you are a founder and you want to apply this structure to your own deck, you do not need us to do it. Strip your deck to eight slides. Re-write slide one until it is plain English. Replace projections with honest small numbers. Name your customer. The framework is free. The discipline is the bit you have to do yourself.

The Moonlabs Academy runs in Derby; the summer 2026 cohort applies before 5 June 2026 and demos on 3 September 2026. The Investment pillar of the curriculum covers exactly this deck discipline in week 10.