A help center and knowledge base with AI is a Workflow and Tech job: the AI turns your support inbox into clear help articles, and a help tool or a section of your website hosts them. Plan an afternoon for the first ten articles, then about twenty minutes each time a new repeat question shows up. The point is two jobs in one. Each article answers a customer so you stop typing the same reply, and each one is a public page that can show up when someone searches that question. The AI does the sorting and the drafting. You supply the true answers and press publish.
- Shape
- WorkflowTech
- Sitting
- an afternoon
The shape: Workflow and Tech
It is a Workflow because each step feeds the next, with a check before anything goes live. Export the questions, group them, draft one article per question, check it, publish it, link it from your replies. Run it in that order and the tenth article goes faster than the first. Skip the grouping step and you get three articles that answer the same thing in slightly different words, which confuses customers and search engines alike.
It is Tech because the articles need a home that is set up once and then left alone. That home is either the knowledge base feature in a help desk tool you already use, or a plain section of your own website such as yourdomain.com/help. Setup means choosing a URL, a few categories and a template for one article. None of it is hard, but it has to be done before the first article goes live, and it decides whether search engines can see the pages at all.
What that means for you: give the setup its own half hour at the start of the afternoon. Then spend the rest on the articles, where the AI is fast and your judgment is the slow part.
What you give the AI
Gather these before you open the chat. Each one is a file or a paste, not a description of one.
- The last three months of support email. Export it from your inbox or help desk, or copy in the threads by hand. Remove customer names, email addresses, phone numbers and order numbers first. Thirty to fifty threads is plenty for the first ten articles.
- Your best replies. Five to ten answers you or your team wrote that you were proud of. These teach the AI your tone and the level of detail customers actually need.
- Your policy facts. Refunds, cancellations, shipping or turnaround times, hours, service area, what is and is not included. Paste the current wording from your website or terms, not from memory.
- Your product or service steps. For anything customers do themselves, the real steps in order, with the exact names of buttons, menus or forms. A few screenshots help if your AI accepts images.
- Your existing FAQ page, if you have one. So the AI can reuse what is already right and flag what contradicts the inbox.
- The words customers use. Ten phrases lifted straight from the emails, such as "my login link expired" or "can I move my appointment". These become the article titles, because they are what people type into a search box.
If your inbox holds anything sensitive, such as health, legal or financial details, keep those threads out entirely and summarize the question yourself.
What comes back
You get back three things. A ranked list of the questions your customers ask, grouped so each question appears once, with how many threads mention it. A short outline of categories for your help center. Then one draft article per question, in plain markdown you can paste into a help tool or a web page.
Paste this brief, then attach or paste your material under it.
You are helping a small business build a public help center from its support inbox.
Attached: three months of support emails with personal details removed, our best replies, our policy facts, the steps for our product or service, and our existing FAQ page if there is one.
Step 1. List every distinct question customers ask. Merge questions that mean the same thing. For each, give one title in the customer's own words, and count how many threads ask it. Sort by count.
Step 2. Group the top questions into four to six categories a customer would recognize.
Step 3. For the top ten questions, write one help article each.
Each article: a title that is the question as a customer would type it; a two-sentence answer at the top; then numbered steps or short paragraphs with the detail; then one line saying what to do if this did not help.
Step 4. List any place where our emails, our policy facts and our FAQ page disagree.
Rules:
Use only facts from what we attached. If an article needs a fact we did not give, write [CHECK: what is missing] instead of guessing.
Do not invent prices, times, guarantees, links or button names.
Write in plain words at a level a tired customer can follow on a phone.
Use "we" for the business. No marketing language.
Return each article in markdown, separated by a line of three dashes.Expect the first pass to get the ranking mostly right and the articles mostly close. Ask for a second pass on any article you reject, and say why. "Too long", "that step is wrong, the button is called Reschedule" and "we stopped offering that" are the corrections that move it most.
How to judge it
Read Step 4 first. Every disagreement it found is a place where your customers are getting two answers today, and that is worth fixing before any article goes live.
Then read each article and reject it on sight if it shows any of these.
A bad article:
- Has a title in your words instead of the customer's, such as "Account management overview" when the inbox says "how do I change my email".
- Takes three paragraphs before it answers the question.
- Contains a fact you did not supply: a time frame, a fee, a phone number, a guarantee. Treat every one as wrong until you check it.
- Describes a button, menu or page that does not exist, or uses an old name for one that does.
- Answers two questions at once, so neither one can be found.
- Leaves a [CHECK] marker in place, or quietly drops the marker and fills the gap with a guess.
- Sounds like a brochure, with words like "seamless" or "hassle-free" where a step should be.
The test that catches most problems: hand the article to someone who has never used your product, ask them to follow it on their phone, and watch where they stop. Where they stop is where the article is wrong or missing a step.
For search, check one more thing. The answer should sit in the first two sentences, because that is the part a search result or an AI answer is most likely to show. Google's guidance on creating helpful, people-first content covers the wider standard.
What stays with you
Some parts of this job no AI can do, and a help center that gets them wrong costs more support time than it saves.
The truth of every step. The AI has never used your product or walked into your shop. Follow each set of steps yourself before you publish, in the same place a customer would, on a phone if that is how they reach you.
Your policies. Refunds, cancellations and guarantees are promises you make in public. An article that says something your terms do not will be quoted back to you. Check every policy line against your current terms, word for word.
Privacy. Strip personal details out of the inbox before it goes into any chat, and keep sensitive threads out. No real customer's story, name or order belongs in a public article.
The hosting decision. Whether the help center lives in a help desk tool or on your website is a choice about who maintains it and whether search engines can see it. Make sure the pages are public and not hidden behind a login if you want them to rank.
The links. The AI cannot add your new articles to your email replies or your website. Add a help link to your site's footer and contact page, link related articles to each other, and paste the right article link into the next reply that asks.
The upkeep. Every time a price, a time frame or a step in your product changes, an article becomes wrong. Keep a short list of those changeable facts and search your articles for them on the day one changes.
An example, made up for this page
Say you run a small online shop that sells custom dog collars, with one person answering email. You export three months of support threads, remove the names and order numbers, and paste them in with your shipping and returns wording. The AI's ranked list puts "where is my order", "can I change the name on the tag after ordering" and "what size should I get" at the top. Step 4 flags that your FAQ page promises one turnaround time while your own replies have been quoting a longer one since spring. You fix the turnaround time in one place first, then approve eight of the ten articles. You reject one that invented an exchange fee, and one that described a size chart your site does not have. You publish the eight under yourdomain.com/help, add a Help link to the footer, and start pasting article links into replies.
None of that is a real business or a real result. It shows the size and shape of an afternoon, not what it will produce.
Where to host it
The choice is about who keeps it current and whether search can see it.
| Where it lives | Good fit when | Watch for |
|---|---|---|
| A help desk tool's knowledge base | You already answer email in that tool and want to link articles from replies in one click | Check the articles are public and on a domain you control, or a subdomain of it |
| A section of your own website | You want the articles on your domain, linked from your service pages | Someone has to own updating them; there is no help desk nudging you |
| A single FAQ page | You have fewer than ten repeat questions | It stops working once questions need steps; split it into articles then |
If the articles live on your website, the next job is helping search engines read them. Our page on SEO with AI covers titles, descriptions and internal links, and schema markup with AI covers the structured data that sits behind a page. If your website copy answers the top three questions already, link those pages to the matching articles both ways.
Keep it running
Once the first ten are live, the monthly version is short. Paste the last month's support email and your article list into the AI. Ask only for Step 1 and Step 4: the new questions, and anything that now disagrees. Write the one or two missing articles, fix whatever drifted, and note the date.
Of every job on this list, social media is the one that comes back every week, and Boomp is software that does that one for you. See ten posts made from your website, free
