AI Creative OS
01Why selling is the hard part02Find who already pays a person for the job03Run the three filters04Score and shortlist05Pitch replacing a cost they already have

The BUYERS Prospect Checklist: Sell AI Work to Businesses That Already Pay

Who to pitch first when you sell AI services: businesses already paying a person for the job. Three filters to check, a simple score, and how to pitch replacing a cost they already have instead of asking for new budget.
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0101
Why selling is the hard part
Building the AI work is rarely what stalls a new service. Finding someone who will pay for it is. Most builders pitch businesses that have nothing in place for the job and ask them to find a brand new budget. That is the hardest ask there is: the business has to agree the problem exists, agree it is worth money, and then find that money. Flip it. Start with businesses that already spend money on the job you can help with. They have already said yes to the problem and yes to paying for it. Your pitch only has to be about how the work gets done.
0202
Find who already pays a person for the job
Look for a role the business already pays someone to do. Three easy ones to start with: a receptionist (calls, bookings, reminders, the same questions every day), a virtual assistant (inbox, scheduling, data entry, follow ups) and an editor (short videos, captions, cutdowns for ads and social). If a business pays a person for any of these, there is a line in their budget for that job today. You are not creating a budget. You are offering a better way to spend part of one that already exists.
0303
Run the three filters
Check each prospect against three filters before you write a word. 1. Already runs ads. Search the business in the public ad library of the platforms they use. Active ads mean they spend money to get customers and need content and follow up to match. 2. Has a booking page. Look for a booking link, a calendar or a reserve button on their site or profile. Bookings mean calls, confirmations, reschedules and no shows, which is receptionist and assistant work. 3. Posts job ads for the role. Search job boards and their careers page for receptionist, assistant, admin or video editor roles. An open role is the clearest sign they are paying for the job right now, or about to.
0404
Score and shortlist
Give one point per filter and keep the ones that score 2 or 3. A business with ads, a booking page and an open role for the job is your easiest yes: the need is visible and the money is already moving. A business with none of the three goes to the bottom of the list, however good the fit looks. Write down, for each prospect, which role they pay for and what proof you found (the ad, the booking link, the job post). Keep your 10 strongest. That short list is worth more than a long list of cold names.
0505
Pitch replacing a cost they already have
Pitch around the cost they already carry, not a new purchase. Name the job they pay for, show one small piece of the work done for their business, and ask one question. For example: you saw they are hiring an assistant for bookings, so you set up a sample that answers their three most common booking questions. Keep it to one task, one sample and one clear next step, such as a short trial on that one task. You are not asking them for new budget. You are offering to take over part of a job they already pay for, and they can judge it on their own numbers. Copy the checklist and first message below and fill the brackets.
Copy · paste · send
PROSPECT CHECKLIST

Business: [name]
Role they pay for:
  [ ] receptionist
  [ ] virtual assistant
  [ ] editor

FILTERS (1 point each)
[ ] Already runs ads
  proof: [link]
[ ] Has a booking page
  proof: [link]
[ ] Posts job ads for the role
  proof: [link]
Score: [0 to 3]
Keep if 2 or 3.

FIRST MESSAGE
Hi [name],

I saw [proof: your ad /
your booking page / your
job post for a [role]].

I help businesses like
[type] with [one task].
I made a quick sample
for you: [link]

Want me to run it on
that one task for a
short trial?

[your name]

FOLLOW UP (once, 3 days later)
Hi [name], did the sample
land? Happy to adjust it
to how your team works.
Find who already pays. Filter. Pitch the cost they have.
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Zdeno Mucina
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