Buyer questions
- "WMS for a 3PL with four warehouses in the UK"
- "ERP for a 200-person manufacturer moving off Sage"
- "Transport management software that integrates with NetSuite"
Why it fits question-led ads
- Questions name the industry, size and stack, so ads reach the right companies.
- Evaluations are long, so early presence on the shortlist matters.
- Regional targeting matches sales territories.
What your pages need
- Industry pages: manufacturing, distribution, 3PL.
- Integration pages per ERP and carrier.
- Implementation time and typical project size.
- Regions and languages supported.
A regional campaign plan (fictional)
| Campaign | Region | Questions |
|---|---|---|
| UK manufacturing | United Kingdom | "ERP for a 200-person UK manufacturer" |
| US distribution | US, selected states | "WMS for a distributor with three warehouses in Texas" |
Questions
Do operations buyers use ChatGPT?
Many use AI to shortlist vendors and to understand implementation. Track their questions to see how often you're named.
Should we advertise implementation services?
Business services aren't named in OpenAI's ad policy yet; focus ads on the software.
What content matters most?
Industry pages and implementation timelines. Buyers want to know how long and how disruptive it will be.
Why operations software suits question-led targeting
Operations buyers rarely ask generic questions. They describe their network: how many warehouses, which carriers, which ERP, which countries. Every one of those details narrows the conversation to companies that look like your customers. A context hint such as "WMS for a 3PL with four UK warehouses moving off spreadsheets" reaches a far smaller, far better audience than "warehouse software".
The same detail helps AI visibility. When a buyer asks a specific question, AI looks for pages that answer it specifically. Vendors with industry pages, integration pages and implementation timelines give it something to quote; vendors with one generic product page don't.
What implementation content should say
- Typical project length by company size.
- What the customer's team must provide.
- How data migration works, and from which systems.
- What go-live looks like: phased or big bang.
Buyers ask AI exactly these questions before they ask vendors. Answer them on your site first.
Start here: AI ads for SaaS and tech. More articles in Industry playbooks.
