Every founder uses these phrases. Every investor decodes them in seconds. Here's what each one means on the surface, what it actually telegraphs, and how to replace it with something real.
What it sounds like
A foundational change in how we think about a problem.
What it actually signals
You haven't shipped anything yet. Or you have but you can't describe what it does in plain English.
What to write instead
Name the specific behavior change. e.g. 'Customers go from 4-hour reports to 9-minute dashboards.'
What it sounds like
We span two categories.
What it actually signals
You're not sure what category you're in, so you've named two and hoped one resonates with the investor.
What to write instead
Pick one wedge. Name the buyer, the trigger, the price point. The other category can wait.
What it sounds like
We will displace the incumbents.
What it actually signals
You haven't yet — and your moat against the incumbent is undefined.
What to write instead
Show the unit economics that make the incumbent unable to follow. Or show 6 months of customer migration.
What it sounds like
Strong founders/operators.
What it actually signals
There's no LinkedIn-grade pedigree on the team — or there is and you don't trust it to speak for itself.
What to write instead
Name the prior outcome: shipped X to Y users, sold Z to ABC, ran the team that did P at Q.
What it sounds like
Big TAM.
What it actually signals
You don't have a TAM number with a credible source.
What to write instead
Give the bottoms-up TAM. e.g. 'There are 12,400 mid-market law firms in the US. Avg ACV $24K. TAM $298M.'
What it sounds like
Things are going well.
What it actually signals
You don't have a number you're proud to share, or your number is small and you're hiding it in adjectives.
What to write instead
Lead with the literal number. 'From $4K to $48K MRR in 5 months, +22% MoM, no churn.' If smaller, say it cleanly.
What it sounds like
Customers love the product.
What it actually signals
You may not have it, or you have weak signal that you've decided to call PMF for the deck.
What to write instead
Show the leading indicators investors actually want: cohort retention, week-2 active rate, NPS, paid renewal rate.
What it sounds like
Our trajectory leads to dominance.
What it actually signals
You're forecasting a future state without anchoring it in present-tense evidence.
What to write instead
Anchor in current numbers. 'Today we have N at growth G%. At G%, we hit X by date Y. Assumes flat churn.'
What it sounds like
Our parts work together.
What it actually signals
You don't have a more specific word for the overlap.
What to write instead
Describe the overlap concretely. 'Our auth product sells alongside our scheduling product because they share the same admin buyer.'
What it sounds like
We use [thing] to do [thing].
What it actually signals
Almost always swap-able for 'use'. If you can't, the sentence is hiding something.
What to write instead
Replace "leverage" with "use". Always. Then add the verb that explains how.
What it sounds like
We use machine learning under the hood.
What it actually signals
You may be GPT-wrapping. Or you may have a real model — but the deck doesn't distinguish.
What to write instead
Specify: 'fine-tuned model on X dataset, F1 of Y, evaluated against Z' OR 'orchestrates GPT-4 with custom retrieval over docs.'
What it sounds like
Customer satisfaction is high.
What it actually signals
There's no quote, no NPS, no retention number, no case study.
What to write instead
Show the testimonial with name + role + company. Or show the number: NPS, retention curve, paid renewal rate.
What it sounds like
We're about to launch / ship / close.
What it actually signals
It's not done. The deck is hoping the investor will be too polite to ask the timeline.
What to write instead
Give the date or remove the claim. 'Beta with 4 design partners by July 12.' Or admit it's a future plan.
What it sounds like
Significantly better than the alternative.
What it actually signals
You don't have a comparable benchmark. The 10x is a stylistic flourish.
What to write instead
Show the actual comparison. 'Cuts setup time from 6 weeks to 2 days for the same output' is a real 10x.',
What it sounds like
We care deeply about the problem.
What it actually signals
You're filling space. Investors assume you're passionate — that's why you're pitching.
What to write instead
Replace with the origin story or the specific insight. 'I ran ops at a 200-person company and watched four ops people quit because of this exact workflow.'
What it sounds like
Top of category.
What it actually signals
There's no benchmark you're willing to commit to.
What to write instead
Name the benchmark and your number on it. 'Top 5% on retention vs the SaaS Capital benchmark for our segment.'
What it sounds like
Customers can't operate without us.
What it actually signals
You may be a vitamin. Mission-critical is a high bar — most tools aren't.
What to write instead
Show the integration depth. 'Integrated into the daily standup workflow. 78% of users open it before email.'
What it sounds like
Easy to use.
What it actually signals
You haven't measured friction. Investors will assume the onboarding is broken.
What to write instead
Quote the time/clicks: 'Onboarding is 3 fields and 1 OAuth click. Median time-to-first-value: 6 minutes.'
What it sounds like
We're the leader in our category.
What it actually signals
Either you genuinely lead and there's a stat for it, or you don't and you wrote 'industry-leading' to soft-launch the claim.
What to write instead
Name the specific dimension and your number on it. 'Fastest median support response in our category — 4 minutes vs 47 average.'
What it sounds like
Technologically advanced.
What it actually signals
Filler. The reader can't verify it.
What to write instead
Specify what's new and how it differs. 'We use a transformer-based scoring model trained on 2M historical pitches.'