Small reach
Marketing reaches people who already know the company; new organisers and agencies never hear of it.
Upspire × Groovy Web · AI demo concept
ScreenReach is an AI sales and marketing team for an LED screen rental business: it answers LINE inquiries at midnight with real prices and availability, scores every lead, writes the campaigns, and shows which channel actually brings bookings.
This morning at Nova LED (synthetic)
Marketing reaches people who already know the company; new organisers and agencies never hear of it.
"How much for a screen?" Date, venue, size and indoor or outdoor are missing, so quoting takes several messages.
Inquiries at night and at weekends wait for Monday, and the buyer has already booked someone else.
Sales spends the same time on a small birthday as on a large expo.
Posts, ads and case studies need writing in Thai and English, every week.
No one knows which channel brings bookings, not just likes.
Typical industry pain points: hypotheses to validate with the rental business.
The desk opens on what came in overnight, which quotes went quiet, which channel is wasting money, which dates are filling and which annual customers are due back, with the next steps already drafted for the right person.
Segments from 24 months of inquiries and bookings (win rate, value, lead time, peak months, best channel), and gaps that suggest new audiences, labelled as hypotheses to test.
A LINE broadcast, a social post, a short-video storyboard and an SEO page for one segment, in Thai and English, checked against the price list and banned claims before anyone sees it.
The assistant asks the right questions, sizes the wall from the venue and guests, checks the booking calendar, gives a price range from the price list, shows the wall on a 3D stage and hands sales a scored lead with a quote ready to approve.
| LLM | Conversation, writing, reading briefs | Claude with tools: talks on LINE, writes campaigns and drafts, reads a brief from a photo or PDF. It never makes up a number. |
| PREDICT | Lead score | A logistic regression fitted on decided leads, tested on the last 6 months it never saw; every score shows what pushed it up or down. |
| RULES | Sizes, prices, dates, budget | Viewing-distance sizing, the price list, the booking calendar, the budget rule and the content check: transparent, testable, shown as Why? |
| 3D | Stage preview | The recommended wall drawn to scale in a venue sized for the guests, with the customer's logo on it: rendered from numbers, not an AI image. |
Synthetic business and data; refine with Upspire.
Confirm buyers, channels, price list and stock.
Live LINE OA and the real price list; agreed targets: reply time, qualified leads, bookings.
All channels, ad accounts and the CRM connected.
Concept demo · Nova LED Rental is a fictional business; all records are synthetic