The one-page version
For a B2B firm with a services page that ranks but never seems to appear in AI answers.
- 1Put the direct answer in the first 100 words, scoped to a real buyer question, with a number or a position.
- 2Add a comparison table that a machine can read as markup, not a screenshot.
- 3Include one worked example with real spend, action and outcome, anonymised if necessary.
- 4Add a genuine FAQ block answering the exact questions buyers ask before they book a call.
- 5End with an authority signature: who wrote it, when, and what first-hand experience it is based on.
The short answer
A B2B service page that assistants cite is built in five blocks: a direct-answer lead, a comparison table, a worked example, a real FAQ block, and an authority signature. Each block does one job. The lead answers the question. The table gives a quotable contrast. The example supplies evidence. The FAQ catches long-tail questions. The signature tells the model why you are a source.
This is not about writing for machines. It is about writing for buyers in a way machines can reuse. The same structure makes the page more useful to a human reader and more likely to be quoted by an assistant. Those two things have finally converged.
Why most service pages are invisible
The average B2B services page opens with a headline like "Transforming your business with innovative solutions" and then spends 600 words explaining that the firm is passionate, data-driven and client-centric. A human visitor skims it. A model reads it as a sequence of interchangeable claims with no clear answer and no evidence. It is the perfect page to paraphrase badly or ignore entirely.
The problem is structural, not tonal. The page is organised around the company, not around the buyer's question. It describes services instead of answering the question that brought the visitor there. Assistants retrieve passages, not pages. If no passage can stand alone and say something specific, there is nothing to cite.
"A services page that describes what you do is a brochure. A services page that answers what the buyer is asking is a citation target."
The direct-answer lead
The first 100 words should answer the question the page is about. Not warm up to it. Not reframe it. Answer it. The answer needs to be scoped, specific and either contain a number or take a position. If it could appear on a competitor's site unchanged, it is not an answer, it is a mission statement.
"At Evergreen Growth, we partner with ambitious B2B firms to unlock growth through strategic paid media, creative storytelling and data-led optimisation."
No answer. No scope. Could be any agency in any city.
"A niche UK B2B firm should expect to spend at least £1,250 a month on LinkedIn Ads before the algorithm has enough data to optimise, and judge the campaign on cost per qualified pipeline, not cost per click."
Scoped, specific, takes a position, and it needs a source.
- Lead with the buyer's question. "How much does LinkedIn Ads management cost?" or "What is the best way to generate leads for a manufacturing firm?"
- Answer in one sentence. The rest of the page can qualify, but the first sentence must deliver.
- Include a number, a timeframe or a condition. Numbers force attribution. Vague ranges do not.
- Name the audience. "For niche UK B2B firms" is more quotable than "for businesses".
The comparison table
Assistants love tables because tables compress a decision into a format they can quote directly. A well-built comparison table also converts human readers because it respects their intelligence. The trick is to compare things the buyer actually cares about, not to create a thinly disguised sales pitch where every row ends with a tick for you and a cross for the alternative.
Use real HTML tables, not images. Assistants cannot read screenshots reliably.
Row: Minimum viable monthly ad spend
Row: Typical cost per qualified pipeline range
Row: Time to first meaningful data
Row: Best fit (company size / sales cycle)
Row: Biggest risk if done badly
Columns: In-house hire / Freelancer / Agency retainer
Cells: honest figures, not marketing ticks
If you cannot fill a cell honestly, leave it blank or say 'varies widely'. A table that looks like an advert gets ignored by readers and models alike.
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The worked example
This is the block that separates a page that gets paraphrased from a page that gets cited. A worked example is a mini case study embedded in the service page. It needs three things: what the situation was, what you did, and what changed. Without all three it is a testimonial, not evidence.
- Situation: The firm, the market, the problem. One sentence each.
- Action: What you changed. Be specific enough that a reader could argue with it.
- Result: A real number, a real timeframe, and the method of measurement.
"A UK construction-tech firm with a £4,000 monthly LinkedIn budget was generating leads but few were closing. We narrowed the target list from 12,000 companies to 340 named accounts, rewrote the creative around a single buyer tension, and added a retargeting layer for website visitors. Within three months, cost per qualified pipeline fell from £1,180 to £340 and the sales team had a named-account view of who had seen the ads."
That paragraph can be lifted straight out of the page and dropped into an assistant's answer with a citation. It is also more convincing to a human reader than any amount of "we are passionate about results" copy.
The FAQ block
The FAQ block is not an SEO afterthought. It is where the page captures the long-tail questions that buyers ask right before they convert. Each question should be phrased in the buyer's language and answered in no more than three short paragraphs. If the answer needs more than that, it deserves its own page.
- Use real questions. Pull them from sales calls, support tickets and search console queries. Made-up questions are obvious and useless.
- Answer directly. Start the answer with yes, no, a number or a timeframe. Then qualify.
- Keep each answer self-contained. Do not refer to "the section above". Passages get lifted out of order.
- Mark it up properly. Use FAQPage schema. It helps conventional search and it signals structure to crawlers.
The authority signature
The authority signature is the byline, but it is also the reason a model should trust the page. It should say who wrote it, what experience the claims are based on, and when it was last reviewed. For B2B service pages this is usually missing, which makes the whole page feel like generic marketing copy even when the substance is good.
- Name the author. A real person with a real role. "By the team" is not a byline.
- State the basis. "Based on X campaigns run for niche B2B firms" or "Written after managing £Y in ad spend". Give the reader and the model something to weigh.
- Date it. Published and last reviewed. B2B advice goes stale fast, especially around platforms.
- Link to proof. Case studies, methodology pages, or the full playbook. Let the model follow the trail.
"An unsigned page is an unowned page. Assistants cite sources, not anonymous brochures."
Before and after: a real rewrite
Here is how the same section of a service page changes when you apply the five-block structure. The topic is LinkedIn Ads management for UK B2B firms.
"Our LinkedIn Ads service helps B2B companies generate high-quality leads through strategic campaign management, compelling creative and continuous optimisation. We take a data-driven approach to maximise your return on ad spend and ensure your message reaches the right decision-makers at the right time."
No question answered. No number. No reason to cite it.
"A UK B2B firm should expect to spend at least £1,250 a month on LinkedIn Ads before the algorithm has enough data to optimise. Below is a comparison of in-house, freelance and agency management, a worked example from a construction-tech campaign, and answers to the questions we get asked in every first call."
Answers the question, scopes the audience, previews the structure, and gives a number that needs a source.
The after version is also shorter. Most service pages get better when you delete the parts that answer no question.
The service page wireframe
Use this as a template for any service page you want to make citable. The order matters less than the presence of each block.
Copy this into your brief every time you brief a new page.
1. H1: the buyer's question, not your service name
2. Lead (100 words): direct answer, scoped, with number or position
3. Subhead: who this is for / who it is not for
4. Comparison table: real options, real trade-offs
5. Worked example: situation, action, result with figures
6. Process summary: 3-5 steps, each named and one line each
7. FAQ block: 5-8 real buyer questions, answered directly
8. Authority signature: author, experience basis, date reviewed
9. CTA: one clear next step, not a choice of three
Cut anything that does not fit one of these blocks. If a paragraph is not answering, comparing, proving or qualifying, it is padding.
The 30-day rollout
Do not try to rewrite every service page at once. Start with the one page that sits closest to revenue, apply the structure, measure the result, then templatise.
- Week 1Pick the page and baseline it
Choose your highest-traffic service page. Run five buyer questions through ChatGPT and Perplexity and log whether the page is cited. That is your before.
Output: A baseline log and one page selected for the rewrite. - Week 2Rewrite the lead and add the table
Move a direct answer into the first 100 words and build a real comparison table. Remove any screenshot tables and replace them with HTML markup.
Output: A page that answers the main question in the first paragraph and compares options cleanly. - Week 3Add the worked example and FAQ
Write one embedded case study with situation, action and result. Add five to eight real buyer questions with direct answers. Mark up the FAQ with schema.
Output: Evidence on the page and a long-tail question net underneath it. - Week 4Sign it and re-test
Add the authority signature. Re-run the same five questions and log any movement. Then turn the wireframe into a brief for the next page.
Output: A signed, structured page and a reusable template.
What to ignore
- Word count targets. A 900-word page with all five blocks beats a 3,000-word page with none of them.
- Keyword density. Cramming the phrase "AI search" into every paragraph makes the page worse for humans and does not help models.
- Generic schema markup. FAQPage and Article schema are worth having. Dozens of micro-markups for the sake of it are not.
- Writing entirely in bullet points. Lists are easy to quote but a page that is only lists reads like a slide deck. Use paragraphs for the lead and the example, lists for the supporting detail.
- Trying to optimise for every assistant at once. The structure that helps ChatGPT also helps Perplexity and Google. Test with two or three engines and move on.
"The goal is not to be cited more. The goal is to be cited because you said something worth repeating."
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Read next
Common questions
If you want ads and content working together to bring in leads
- LinkedIn, Meta and Google campaigns run against a named target account list.
- Service pages and landing pages rewritten around real buyer questions.
- Tracking and attribution wired up so you can see what is actually working.
- Creative built from your own material, shipped and tested every month.
- Reporting on cost per qualified pipeline rather than cost per click.
Starter £1,250/mo, Growth £1,725/mo, Scale £4,025+/mo. Content work sits inside the retainer where it is in scope. Anything outside that is quoted properly before it starts.