MSP Website Design for AI Search: The 6 Pages AI Tools Actually Read
Good MSP website design for AI search comes down to six pages. Build one page per service. Add a pricing page with real numbers. Add a service area page, an about and team page, case studies and an FAQ. AI tools quote the page shaped like the buyer's question. Put each answer in plain text near the top of its page.
MSP website design for AI search comes down to six pages: services, pricing, service area, about, case studies and FAQ. What AI tools need from each one.
On this page
You run an MSP business, a managed service provider (MSP). You want ChatGPT to name you to buyers. So you ask your web designer about "AI search". They talk about fonts and hero images.
Here's the thing. AI tools don't look at your design. They read your words. They pick the page closest to the question. So the real design question is simple: which pages do you have?
What do AI tools read on a website?
Start with the crawlers. A crawler is a bot. It visits pages and copies their text.
OpenAI runs a bot called OAI-SearchBot. OpenAI's crawler docs say this bot surfaces sites in ChatGPT search. A block on this bot in your robots.txt file keeps you out of ChatGPT search. Check that file first.
Next, JavaScript. Vercel published a crawler study in December 2024. It found none of the major AI crawlers ran JavaScript. That list included OpenAI's bots, Anthropic's ClaudeBot and PerplexityBot. Google's Gemini is the exception. It uses Googlebot. Googlebot runs JavaScript.
What does this mean for you? Some site builders load text with JavaScript. ChatGPT's bot may see an empty page. Ask your designer one question: "Is my page text in the raw HTML?"
Google's own guide is plain. Google updated its AI features page in December 2025. It says AI Overviews and AI Mode need no special markup and no special files. Google must index your page. Your page must also qualify to show in Google with a snippet. Your structured data must match the text people see.
So no trick exists here. You need real pages with real text.
Which page types get cited most?
Five studies looked at this. They don't fully agree. Here's what each one found.
| Study (who, when) | Sample | Top page types found |
|---|---|---|
| Ahrefs, October 2025 | Top 1,000 pages ChatGPT cited in September 2025 | Wikipedia 29.7%, homepages 23.8%, educational pages 19.4% |
| Ahrefs, June 2025 (own site) | AI referral traffic to ahrefs.com over 30 days | Free tools 36.45%, product pages 23.12%, homepage 20.41% |
| Wix Studio AI Search Lab, March 2026 (vendor) | 1,056,727 citations in 75,000 AI answers | Listicles 21.9%, articles 16.7%, product pages 13.7% |
| DeltaV Digital, April to July 2026 (vendor) | 25,337 citations across 8 brands | Articles 23.7%, listicles 19.6%, product pages 16.3% |
| GeoCited, August 2026 (our own research) | 490 cited URLs from 80 B2B software queries | Comparison pages 20.6%, pricing pages 19.0%, product pages 16.1% |
Where do they agree? Your own product or service pages show up in every study. They sit near the top each time.
Where do they conflict? Comparison pages. GeoCited's own study found them at 20.6% of citations. Wix found comparison and alternative pages under 3%. DeltaV found 4.1%. These numbers don't match. The samples and questions differ a lot.
The best clue sits in the details. Wix says query intent predicted the cited page type better than industry or AI model. GeoCited's own 80-query study found the same pattern. On pricing questions, pricing pages took 53.4% of citations. On "X vs Y" questions, comparison pages took 56.7%.
The page shaped like the question wins. You can read the full breakdown in GeoCited's content format study.
Do the engines differ?
Yes, a lot. GeoCited's own study ran the same 40 prompts on ChatGPT and Google on 28 August 2026. On ChatGPT, 78.8% of cited links came from the vendors' own sites. On Google AI Overviews, that figure was 47.5%.
So ChatGPT leans on your own website. Google leans more on outside sites. Your own pages matter most for ChatGPT.
What do real MSP websites have?
We opened five US MSP websites on 23 September 2026. We checked their menus and linked pages for six page types.
| MSP (HQ) | Services | Pricing with prices | Service area | About and team | Case studies | FAQ |
|---|---|---|---|---|---|---|
| Aldridge (Houston, TX) | Yes | No | Yes, 8 offices | Yes | Yes | Not found |
| Intrust IT (Cincinnati, OH) | Yes | No | Yes | Yes | Not found | Yes |
| Systems Engineering (Portland, ME) | Yes | No | Not found | Yes | Yes | Not found |
| Mirazon (Louisville, KY) | Yes | No, "starts at $1,000" a month | Yes | Yes | Yes | Yes |
| Dynamic Quest (Greensboro, NC) | Yes | No, packages without prices | Yes, 17 cities | Yes | Yes | Not found |
All five had service pages and an about page. None showed a price for a package. Mirazon came closest. Its packages page says minimum monthly engagements start at $1,000. Dynamic Quest has a pricing page too. It lists two packages with "Contact Us" buttons and no dollar figures.
Only two of five had an FAQ page. Systems Engineering lists two offices on its contact page. We found no service area page on its site.
These are good companies with solid sites. The gap is not quality. The gap is missing answers.
The 6 pages, and what AI needs from each
Here's the whole picture in one table. The third column comes from our five-site check. Treat it as a small sample.
| Page | What AI needs from it | What most MSP sites do | The fix |
|---|---|---|---|
| Services | One page per service, with a plain definition near the top | All five had them, often as long menus | Open each page with two sentences: what it is and who it's for |
| Pricing | A number or a range it can quote | None of five showed package prices | Publish a starting price or a per-user range |
| Service area | Cities and regions in plain text | Four of five had one | List every city you serve, with a page per office |
| About and team | Founding year, size, named people | All five had one | State staff count, founding year and leaders' names |
| Case studies | A named client type, the problem and a result | Four of five had them | Add the industry, headcount and a number to each one |
| FAQ | Real buyer questions with short answers | Two of five had one | Answer 10 real sales questions in 2 to 3 sentences each |
Why pricing matters most
Buyers ask ChatGPT, "How much does managed IT cost in Dallas?" Your site has no number. So the AI quotes someone else's number. GeoCited's own study saw pricing pages take 53.4% of citations on pricing questions.
You don't need a full rate card. A range works. "Most clients pay $X to $Y per user per month" gives the AI a sentence to lift.
Why your service area page matters
Local buyers add a city to the question. DeltaV's vendor study tracked a local service business, a med spa. Homepages took 55% of its citations. Our read: local buyers want proof of place. A page per city gives the AI that proof.
Why the words at the top matter
Ahrefs studied 1.4 million ChatGPT prompts and published the results in April 2026. Cited pages matched the prompt's wording more closely than skipped pages. ChatGPT cited 89.78% of retrieved pages with plain-word URLs. It cited 81.11% of the others.
So name your pages like buyers talk. Use "/managed-it-services-dallas", not "/solutions-3".
What should you fix first?
Here's a simple order. Most steps are small jobs.
- Check your robots.txt file. Make sure it allows OAI-SearchBot.
- Ask your designer if page text sits in the raw HTML. Fix it if not.
- Publish a pricing page with a starting price or range.
- Write an FAQ with your 10 most common sales questions.
- Add staff count, founding year and names to your about page.
- Add a number and an industry to every case study.
Then test. Ask ChatGPT the same buyer question ten times. Count how often it names you. One screenshot proves nothing. Answers change from run to run.
Sources
- The rise of the AI crawler — Vercel, 17 December 2024. https://vercel.com/blog/the-rise-of-the-ai-crawler
- AI features and your website — Google Search Central, updated 10 December 2025. https://developers.google.com/search/docs/appearance/ai-features
- Overview of OpenAI crawlers — OpenAI, read 23 September 2026. https://developers.openai.com/api/docs/bots
- ChatGPT's most cited pages — Ahrefs (Louise Linehan), 28 October 2025. https://ahrefs.com/blog/chatgpts-most-cited-pages
- 80% of our AI search traffic goes to our homepage, product pages, and free tools — Ahrefs (Patrick Stox), 16 June 2025. https://ahrefs.com/blog/ai-search-traffic-by-page-type-ahrefs/
- Why ChatGPT cites one page over another (study of 1.4M prompts) — Ahrefs (Louise Linehan, Xibeijia Guan), 15 April 2026. https://ahrefs.com/blog/why-chatgpt-cites-pages/
- The content types most cited by LLMs — Wix Studio AI Search Lab, 2026 (vendor research). https://www.wix.com/studio/ai-search-lab/research/content-types-most-cited-by-llms
- AI citations favor listicles, articles, product pages: Study — Search Engine Land (Danny Goodwin), 24 March 2026. https://searchengineland.com/ai-citations-favor-listicles-articles-product-pages-study-472364
- AI search citations study: what 25,000+ citations reveal — DeltaV Digital, 2026 (vendor research). https://www.deltavdigital.com/resources/reports/ai-citation-study/
- Which content formats win AI citations in B2B SaaS — GeoCited (own agency research), 2026. https://geocited.io/blog/which-content-formats-win-ai-citations-b2b-saas
- Aldridge homepage — Aldridge, read 23 September 2026. https://aldridge.com
- Intrust IT homepage — Intrust IT, read 23 September 2026. https://www.intrust-it.com
- Systems Engineering homepage and contact page — Systems Engineering, read 23 September 2026. https://www.systemsengineering.com
- Mirazon homepage and packages page — Mirazon, read 23 September 2026. https://www.mirazon.com/msp-pricing-packages/
- Dynamic Quest homepage and packaging page — Dynamic Quest, read 23 September 2026. https://dynamicquest.com/packaging/
Frequently asked
What is the most important page on an MSP website for AI search?
The pricing page is often the biggest gap. None of five US MSP sites we checked in September 2026 showed package prices. GeoCited's own study found pricing pages took 53.4% of citations on pricing questions.
Do I need a special AI file or schema for my MSP website?
No. Google's AI features guide, updated December 2025, says you need no special files or schema. Google must index your page. Your page must qualify to show with a snippet. Any structured data should match the visible text.
Can ChatGPT read a JavaScript-heavy MSP website?
Maybe not. Vercel's December 2024 study found OpenAI's crawlers did not run JavaScript. ChatGPT may miss text your scripts load. Keep your main text in the raw HTML.
Is an MSP website template good enough for AI search?
A template works if it has the six key pages. Those are services, pricing, service area, about and team, case studies and FAQ. The template's look matters less than the text on each page.
Can a web designer guarantee my MSP gets named by ChatGPT?
No. Nobody can guarantee AI placement. AI answers change from run to run. Real checks ask the same question many times. Then they report how often you appear.
Written by
Lourdes Paul Agilan runs GeoCited, a generative engine optimization agency. He works with B2B companies on how AI assistants describe and recommend them. He writes about that work here, and shares the experiments behind it. The tests that worked, and the tests that did not, written up the same way.