Most AI products sound the same.
"AI-powered automation." "Save time with AI." "Unlock productivity."
These are not positions. They are vapour.
When you build an AI product for a specific vertical, you need a different approach. Generic claims get ignored. Niche buyers want proof you understand their world.
This is how we position AI products at Marvanova without sounding like everyone else.
Start with the Job, Not the Tech
Positioning AI product niche markets begins with the customer's job to be done.
Not what AI can do. What the customer needs to finish.
For SEN Letters UK, the job is writing clear, structured letters to local authorities. Parents know the stakes. A poorly worded letter can delay support for months.
We do not lead with "AI writing assistant." We lead with "letters that get results for SEN parents."
The AI is the method. The letter is the outcome.
When you position from the job, the tech becomes secondary. The customer sees their problem solved, not a tool to learn.
Ask: what is the customer trying to finish? Position there.
Name the Enemy
Every niche has friction. Something everyone in that vertical complains about.
Name it clearly.
For Lucuma, the enemy is not a competitor. It is the stack of 200 CVs a recruiter opens on Monday morning.
For dunlin Radar, it is the hours brokers waste cold-calling companies that just signed a new lease.
For Graft'd, it is the unbilled hours that disappear when a tradesperson forgets to log a callback.
These are specific. A reader in that vertical nods before they finish the sentence.
Generic enemies like "wasted time" or "inefficiency" do not work. They apply to everyone, which means they apply to no one.
Find the enemy your niche already complains about. Use their words. Position your product as the fix.
Show You Know the Workflow
Positioning AI product niche verticals means proving you understand the day-to-day.
Not the industry in theory. The actual workflow.
When we built dunlin Scout, we did not say "find company directors faster." We said "stop opening 12 tabs to cross-check Companies House, LinkedIn, and Google."
That is the workflow. That is what UK salespeople actually do when they prospect.
For PostLift, we did not say "write LinkedIn posts." We said "turn your half-finished thought into a post that does not sound like ChatGPT."
Show the steps. Name the tools they already use. Describe the frustration in the middle of the process.
When you prove you know the workflow, the product feels like it was built for them. Because it was.
Position Against the Workaround, Not the Competition
Most niche verticals do not have mature software competition.
They have workarounds.
Spreadsheets. Notebooks. WhatsApp groups. Email threads. The tradesperson logging jobs on the back of a receipt.
Your position is not "better than Tool X." It is "better than the thing you cobbled together because nothing else existed."
For Graft'd, the workaround is a tradesperson trying to remember which jobs are unbilled while standing in a Screwfix queue.
For dunlin Radar, the workaround is a broker manually tracking lease expiries in a Google Sheet.
For a tenancy review tool we are still building, it will be a tenant reading a 40-page contract on their phone at midnight, googling clauses they do not understand.
Position against the workaround. It is closer to the truth of how they work today.
Use Vertical Language, Not AI Jargon
Positioning AI product niche markets means speaking the language of that vertical.
Not AI language.
A recruiter does not care about "natural language processing." They care about shortlisting 50 CVs in 10 minutes.
A serviced-office broker does not care about "real-time data enrichment." They care about knowing which companies are coming out of lease before their competitors do.
A tradesperson does not care about "AI-powered time tracking." They care about not losing money to jobs they forgot to invoice.
Strip the AI jargon. Use the exact words your niche uses to describe their problems.
If you would not say it in a pub to someone in that industry, do not put it on your landing page.
Test Your Position with One Sentence
Here is the test.
Can someone in your niche read one sentence and say "this is for me"?
Not "this sounds interesting." Not "I should look into this." But "this is exactly my problem."
For Lucuma: "Get a ranked shortlist with the reasons attached, ready to send to the hiring manager."
For dunlin Scout: "Find UK company directors and their contact details without opening 12 tabs."
For SEN Letters UK: "Write clear, structured SEN letters in minutes, not hours."
One sentence. Job, outcome, and proof you know the niche.
If it takes three sentences to explain who it is for, the position is not tight enough.
The Framework
Positioning AI product niche verticals comes down to five moves:
- Lead with the job, not the tech
- Name the specific enemy your niche complains about
- Prove you know the actual workflow
- Position against the workaround, not a competitor
- Speak in vertical language, not AI language
This is not theory. This is how we position every product at Marvanova.
It works because it starts with the customer's world, not ours.
If you are building an AI product for a specific vertical and your positioning still sounds generic, go back to the workflow. Spend a day watching someone do the job your product replaces.
The position will write itself.
For questions on positioning niche AI products, email hello@marvanova.com.