Create a quote-ready AI service sample pack
Turn your ability into one clear service and validate it with a sample, offer page, and outreach list.
When this is the right output
Best for people with delivery ability who can speak to customers and want faster revenue validation.
Prepare before you start
- A niche audience you can reach
- One repeated workflow pain
- One anonymized or simulated sample input
Public case breakdown
How Stellantis &You UK used Make for aftersales messaging
The aftersales team was overloaded by phone and in-person communication. In Make's case, intent and sentiment classification routed ordinary messages to automation and subtle dissatisfaction signals to human follow-up.
Source
Make customer care success story47,000+ messages analyzed and 18,000+ handled automatically over 12 months
It did not start as a huge system
Classify first
The workflow judges intent and sentiment before attempting any response.
Keep human boundaries
Negative, ambiguous, and risky messages are escalated to people.
Track outcomes
The team measures handled volume, escalation, and customer feedback instead of showing only a workflow diagram.
What to copy
Sell saved time, not the diagram
Clients buy less repeated work and fewer missed issues, not the automation canvas.
Automate low-risk work first
Classification, sorting, notification, and logging are safer first steps than full auto-replies.
Price from before-after evidence
Record manual time and post-automation time before quoting a pilot.
Build a small version
Collect 20 historical messages
Pick one niche such as clinics, training firms, or local services.
Create 3 labels
Use only no reply needed, needs human, possible churn.
Run 5 reviewed tests
Let AI classify, review manually, then calculate accuracy and time saved.
Do not promise fully automated support first. Message triage and human alerts are easier pilots to sell.
Build the first version
Pick the audience
List 20 reachable people or teams with repeated workflow pressure.
Make the sample
Use real or simulated material so the result is clear within 30 seconds.
Write the offer
Sell one result and state required input, delivery time, and pilot price.
Send outreach
Attach the sample to each message and ask for feedback or a pilot.
Copy-ready templates
Offer opening
I help [audience] use AI to handle [repeated workflow] and deliver [specific result]. The first version is a small sample to test whether it saves time or improves conversion.
Outreach message
I noticed [scenario] may create repeated work for your team. I made a small sample showing how AI turns [input] into [output]. Could you take 2 minutes to tell me whether this matches a real need?
How to decide the next step
Continue when
- 5 useful replies from 20 outreach attempts
- At least one person offers material for a pilot
- Someone asks about price, timeline, or customization
Change direction when
- Prospects cannot understand what the sample solves
- People agree the pain exists but rank it low
- Every delivery requires heavy custom judgment
Tool choices for this output
Tally: forms and surveys
Use: Collect pilot applications and material
Alternative: Google Forms
Open toolFramer: lightweight sites and templates
Use: Publish the offer page and sample
Alternative: Notion or Carrd
Open toolClickUp: work management
Use: Track outreach, feedback, and delivery
Alternative: Google Sheets
Open toolReturn to the result after you finish this output
In week one, create a one-page service offer, one before-after sample, and a 20-person outreach sheet.