Writing better headlines with AI

A headline decides whether a member opens your article or scrolls past it. In a growing content library, it also decides whether members can find the piece later, because the headline is what shows up in lists, emails and search results. Yet most headlines get written in the last thirty seconds before publishing, usually as a flat description of the topic.

AI is a genuinely useful headline tool, because good headline writing is mostly about producing many options and choosing well. The tool handles volume in seconds. The choosing is where your judgment comes in, and it works much better when you have clear criteria rather than a gut feeling.

Know what a good member headline does

Headlines for members aren't the same as headlines for strangers. Members have already paid; you don't need to shout. A good member headline:

• Says what the reader gets. A result, an answer or a skill, not just a topic.
• Is specific. “Fixing a twisted cable in three rounds” beats “Cable knitting tips.”
• Uses members' own words. The phrase members use when they ask the question, not your technical term.
• Tells the truth. The article delivers everything the headline promises.
• Makes sense out of context. In a list of fifty titles, it still explains itself.

Lena, who runs a knitting pattern membership, noticed that her most-read articles used the words members typed into the forum, such as “laddering” and “my gauge is off,” rather than more polished terms. That became one of her criteria. For more on the craft itself, see writing headlines that make members want to read.

Generate variations in different styles

If you ask for “ten headlines,” you'll often get ten versions of the same idea. Ask for different styles instead, so you're choosing between genuinely different approaches.

Here's a member article for [describe your members]: [paste article or a summary]. The main thing readers get from it is [one sentence]. Write 15 headline options, three in each style: (1) plain and descriptive, (2) the result the reader gets, (3) a question in the words a member would use, (4) a how-to, (5) one that names a common mistake. Keep each under [number] words. Only promise what the article delivers. Avoid hype words such as ultimate, secret, hack and game-changer.

Here's how that looks for one of Lena's articles, about fixing loose stitches in colorwork:

• Plain: “Tension in colorwork knitting”
• Result: “Even, flat colorwork without puckers”
• Question: “Why does my colorwork pucker?”
• How-to: “How to carry floats so your colorwork lies flat”
• Mistake: “The float habit that makes colorwork pucker”

Each one would attract a slightly different reader. The question headline suits members who know the problem but not the cause; the how-to suits members who already know what they want to learn.

Choose with criteria, not instinct

Once you have options, score them. You can do this in your head, or ask the tool to do a first pass that you then check.

Score each of these headlines from 1 to 3 on: clarity out of context, specificity, whether it uses words a member would use, and honesty about what the article delivers. Show the scores in a short list and explain the top three. Then suggest one improved headline that combines the strengths of the best options. [paste your shortlist]

Treat the tool's scores as a conversation starter. It can't know which phrases your members actually use, and it tends to favor headlines that sound polished. Sam, who writes for an online community of amateur astronomers, often overrules the top-scored option in favor of a plainer one because his members respond better to straightforward titles.

Read the final choice alongside the article one last time. If the headline promises more than the piece delivers, change the headline, or improve the article.

Adapt the headline to where it appears

One article may need several versions of its headline: the on-page title, an email subject line, a short title for a mobile menu or course list, and a search title for public pages. Ask for these together, so they stay consistent in meaning.

Search titles have their own rules, including length and keyword placement; writing SEO titles and meta descriptions with AI covers them. Keep your voice consistent across all versions, too. If you've created a voice guide, as described in teaching AI your brand voice with a style sheet, include it in your headline prompts so options don't drift into a generic marketing tone.

Learn from what members actually open

Criteria get you a sensible headline. Real results show you what your members respond to. If your membership platform or email tool shows opens or views, keep a simple list of headlines alongside how each performed. Every few months, give the list to an AI tool and ask it to describe patterns: do questions do better than statements, do shorter titles win, which words recur in the top performers? Then check whether the pattern holds up when you look at it yourself, because small numbers can mislead.

ChatGPT, Claude, Gemini and Microsoft Copilot all handle headline generation well, and many owners like to run the same prompt through two of them for a wider spread. Whichever you use, the final headline is a promise to your members, so a person should choose it.

Your headline routine

1. Write one sentence on what the reader gets from the article.
2. Generate options in five different styles.
3. Score the shortlist against clarity, specificity, member language and honesty.
4. Pick one yourself, and check it against the article.
5. Create matching versions for email, lists and search.
6. Track what members open and review the patterns every few months.