--- title: "AI Landing Page Workflow: How to Turn a Prompt Gap Into a Cited Page" description: "Turn prompt gaps into landing pages AI answers cite: pick the gap, read the cited pages, fill the brief template, then publish and measure at eight weeks." canonical: "https://zerply.ai/resources/blog/ai-landing-page-workflow" author: "Anshul Motwani" date: "2026-11-12T12:09:14+00:00" category: "AEO Content Strategy" image: "https://storage.zerply.ai/teams/92/blogs/613/49685c96e0a74b9f-1793771647788-e556cdc1-9d08-4ffd-bafb-4388b990e3bf.png" --- # AI Landing Page Workflow: How to Turn a Prompt Gap Into a Cited Page > **The short answer:** An AI landing page workflow turns a prompt gap into a published page. Find a tracked prompt where AI answers cite competitors but not you, read the pages they cite, brief a landing page that answers the prompt with facts only you can supply, publish it, and check whether answers cite it after four to eight weeks. The tempting move after spotting a prompt gap is to write a blog post about it. For a question like "how do I run payroll for remote staff," a post is the right answer. For "best payroll software for a 20-person company," the engines cite comparison pages and product pages, and a blog post ends up competing against pages built to answer a buying question. So this workflow starts by reading what the engines already cite. The cited pages show which format the answer needs, which facts it has to contain and which competitor holds the spot, before anyone writes a word. ## What is a prompt gap in AI search? A **prompt gap** is a tracked prompt where AI answers mention or cite your competitors and leave your brand out. It's measured in answers, so it shows up in your AI visibility data as a low mention rate on the prompt, with competitors appearing in the runs where you don't. A prompt gap differs from the gaps in a content gap analysis, which compares the keywords competitors rank for in Google against yours. The two overlap, and a competitive content gap analysis is still worth running. But a page can rank on page one for a keyword and still be missing from the AI answer to the matching prompt, because the engine cites different pages from the ones Google ranks. Prompts also differ by intent. Our [AI prompt taxonomy](https://zerply.ai/resources/blog/ai-prompt-taxonomy) groups them by what the person asking wants, and the group decides what to build. ## Which prompt gaps need a landing page Match the page you build to the pages the engines already cite for the prompt: | Prompt type | Example | What engines cite | What to build | | ------------------------ | ----------------------------------------------- | ---------------------------------------------- | ------------------------------ | | Best tool for a use case | "Best payroll software for a 20-person company" | Comparison pages, product pages, review sites | A use-case landing page | | Comparison | "Payroll tool A vs payroll tool B" | Comparison pages from vendors and review sites | A comparison landing page | | Pricing | "How much does payroll software cost" | Pricing pages and pricing roundups | An update to your pricing page | | Integration | "Payroll software that works with QuickBooks" | Integration pages and docs | An integration landing page | | How-to | "How to run payroll for remote staff" | Guides and blog posts | A blog post | If the engines cite a competitor's product page, a blog post won't replace it. If they cite guides, a landing page won't either. Read first, then decide. ![Prompt types matched to the pages AI engines cite for them and the page to build in response](https://storage.zerply.ai/teams/92/blogs/612/f1d487724f735bb4-1793771695882-fec31f38-1c89-474f-92ea-2f2bc85f083c.png) ## The AI landing page workflow, step by step The workflow runs in six steps, from choosing the gap to checking whether the new page is cited. ### 1. Pick the gap worth a page Start with commercial prompts, meaning best-for, comparison, pricing and integration prompts, where your mention rate is lowest, and competitors appear across at least three engines. Rank them by how close the prompt sits to a purchase. A gap on "best payroll software for a 20-person company" outranks a gap on "what is payroll software," even if the second prompt has more competitors in its answers. ### 2. Read the cited pages List every URL the engines cite for the prompt and open each one. Note the format, the sections, the specific facts and numbers, and whether the page answers the prompt in its first paragraph. Three or four cited pages are enough to show the pattern the engines reward. ### 3. Write the brief The brief turns the reading into instructions, using the template in the next section. An editor approves it before anyone builds the page. ### 4. Build the page Put the answer to the prompt in the first 60 words below the headline, then the comparison table, then the proof. The hero section and demo button can stay at the top, because human visitors still need them. The answer and the table go directly below them, where an engine reading the page finds them first. ### 5. Publish and connect Publish the page, add it to the sitemap, and link to it from three or four existing pages on the same topic. A new page with no internal links waits longer to be crawled and gives engines less context about what it covers. ### 6. Measure at four and eight weeks Check the mention rate on the target prompt group, whether answers cite the new URL, and which URL holds the spot if they don't. Add Search Console impressions for matching queries and GA4 key events on the page. If the page isn't cited after eight weeks, compare it against the cited pages again and close the specific differences you find. ![Six-step AI landing page workflow from picking a prompt gap to measuring citations at four and eight weeks](https://storage.zerply.ai/teams/92/blogs/612/71be1e3d95362512-1793771689943-751adb8c-5e11-4342-872f-28a90c851f2c.png) ## Landing page brief template for a prompt gap The brief fits on one screen. The example column is illustrative: | Field | What to fill in | Example | | ------------------------- | -------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------- | | Target prompts | The prompt group, with three to five phrasings | "Best payroll software for a 20-person company," "payroll for small teams," "payroll software under 50 employees" | | Current state | Mention rate and which competitors appear | Mentioned in 8% of runs, Competitor A in 61%, Competitor B in 44% | | Cited pages | Every URL the engines cite for the prompt | Competitor A's small-business page, Competitor B's pricing page, one review site's roundup | | Format | The format the cited pages share | Use-case landing page with a comparison table | | Opening answer | What the first 60 words must say | Who the product fits, the price for 20 employees, and the two features small teams ask about | | Facts only you can supply | Numbers and details competitors can't copy, each with an owner | Price at 20 seats from product marketing, setup time from customer success, supported states from compliance | | Sections | H2s phrased the way the prompts are phrased | Pricing for 20 employees, features small teams use, setup time, how it compares | | Proof | Evidence that backs the claims | Two customer quotes with company size, a named integration list | | Internal links | Existing pages that should link to this one | Pricing page, the payroll compliance guide, the QuickBooks integration page | | Success measure | What counts as working at eight weeks | Mentioned in 30% of runs and cited on at least one engine | The facts row decides whether the page gets cited. The cited competitor pages already cover the generic points, so a page that repeats them gives an engine no reason to cite it instead. A price at exactly 20 seats or a measured setup time gives it one. ## Landing page SEO for Google and AI answers Landing page SEO and AI citation reward the same structure, so one page can serve both: - Answer the target prompt in the first 60 words, so both a featured snippet and an AI answer can lift it directly. - Phrase the H2s the way people phrase the prompts, so each section matches a question someone asks. - Show numbers in a table, because a table with exact prices and limits is easier to quote than a paragraph describing them. - Publish the price, or the price range, if your sales process allows it, because engines answering a pricing prompt cite pages that state one. - Keep claims specific and sourced, since an SEO optimized landing page full of "industry-leading" and "seamless" gives an engine nothing to quote. The objection is that a page built this way looks less persuasive than a hero section and a demo button. The hero section and the button stay. The structure goes below them, and the visitors who scroll are the ones comparing options anyway. For pages built from product data, our guide to [product-led landing pages for AI search](https://zerply.ai/resources/blog/product-led-landing-pages-ai-search) covers the source-data side, and the [citation-ready content](https://zerply.ai/resources/blog/citation-ready-content) checklist covers the edits engines respond to. ## Running the prompt gap workflow in Zerply Zerply's AI Visibility Tracking finds the gaps. Every tracked prompt shows a mention rate and the competitors appearing in its answers, so step 1 starts from a sorted list instead of guesswork. In New Chat, ask "Which of my commercial prompts have the lowest mention rate, and which competitors appear in them?" and Zerply Agent answers from your visibility data, with Search Console and GA4 alongside. For step 2, the Who took the slot panel in [Citation Decay](https://zerply.ai/resources/blog/introducing-citation-decay) lists the URLs cited on the same questions and marks each one as yours or a competitor's. For steps 4 and 5, Foundry publishes landing pages on a subpath of your own domain, with schema markup, meta tags and sitemap entries included, so a new page doesn't wait on a developer. For step 6, the same tracking shows whether the new URL appears in answers. Citation Decay needs several weeks of citations before it charts a page, so give a new page the full eight weeks before judging it. Standard plans track a fixed four engines, ChatGPT, Google AI Overviews, Google AI Mode and Gemini, with Perplexity, Claude and Copilot on Enterprise. ## Conclusion Pick the three commercial prompts with your lowest mention rate and read the pages cited for each before deciding on a format. Build one landing page first, with the brief approved and the facts row filled by the people who own these facts. Measure it at eight weeks, and use what you learn from the first page to brief the second. ## Frequently asked questions ### What is a prompt gap? A prompt gap is a tracked prompt where AI answers mention or cite your competitors and leave your brand out. It shows up in AI visibility data as a low mention rate on the prompt, with competitors appearing in the runs where you don't. ### How is a prompt gap different from a content gap analysis? A content gap analysis compares the keywords competitors rank for in Google against yours. A prompt gap is measured in AI answers, and a page can rank on page one for a keyword while still missing from the AI answer to the matching prompt. ### How do you do SEO for a landing page? Answer the target query in the first 60 words, phrase H2s the way people search, put prices and limits in a table, and link to the page from related pages on your site. The same structure helps AI answers quote the page, so one landing page can serve Google and AI search. ### When should a prompt gap become a landing page instead of a blog post? Build a landing page when the engines cite comparison, product, pricing or integration pages for the prompt. Write a blog post when they cite guides, because the cited pages show the format the answer needs. ### What should a landing page brief include? A landing page brief should list the target prompts, the current mention rate and competitors, the cited URLs, the format, what the first 60 words must say, the facts only you can supply, the sections, the proof, internal links and a success measure. The facts only you can supply decide whether the page gets cited. ### How long should you wait before judging a new landing page? Check the page at four weeks and judge it at eight. If AI answers still don't cite it after eight weeks, compare it against the cited pages again and close the specific differences. ```json {"@context":"https://schema.org","@type":"Article","headline":"AI Landing Page Workflow: How to Turn a Prompt Gap Into a Cited Page","description":"Turn prompt gaps into landing pages AI answers cite: pick the gap, read the cited pages, fill the brief template, then publish and measure at eight weeks.","url":"https://zerply.ai/resources/blog/ai-landing-page-workflow","image":"https://storage.zerply.ai/teams/92/blogs/613/49685c96e0a74b9f-1793771647788-e556cdc1-9d08-4ffd-bafb-4388b990e3bf.png","datePublished":"2026-11-12T12:09:14+00:00","dateModified":"2026-11-12T12:09:14+00:00","author":{"@type":"Person","name":"Anshul Motwani"}} {"@context":"https://schema.org","@type":"FAQPage","mainEntity":[{"@type":"Question","name":"What is a prompt gap?","acceptedAnswer":{"@type":"Answer","text":"A prompt gap is a tracked prompt where AI answers mention or cite your competitors and leave your brand out. It shows up in AI visibility data as a low mention rate on the prompt, with competitors appearing in the runs where you don't."}},{"@type":"Question","name":"How is a prompt gap different from a content gap analysis?","acceptedAnswer":{"@type":"Answer","text":"A content gap analysis compares the keywords competitors rank for in Google against yours. A prompt gap is measured in AI answers, and a page can rank on page one for a keyword while still missing from the AI answer to the matching prompt."}},{"@type":"Question","name":"How do you do SEO for a landing page?","acceptedAnswer":{"@type":"Answer","text":"Answer the target query in the first 60 words, phrase H2s the way people search, put prices and limits in a table, and link to the page from related pages on your site. The same structure helps AI answers quote the page, so one landing page can serve Google and AI search."}},{"@type":"Question","name":"When should a prompt gap become a landing page instead of a blog post?","acceptedAnswer":{"@type":"Answer","text":"Build a landing page when the engines cite comparison, product, pricing or integration pages for the prompt. Write a blog post when they cite guides, because the cited pages show the format the answer needs."}},{"@type":"Question","name":"What should a landing page brief include?","acceptedAnswer":{"@type":"Answer","text":"A landing page brief should list the target prompts, the current mention rate and competitors, the cited URLs, the format, what the first 60 words must say, the facts only you can supply, the sections, the proof, internal links and a success measure. The facts only you can supply decide whether the page gets cited."}},{"@type":"Question","name":"How long should you wait before judging a new landing page?","acceptedAnswer":{"@type":"Answer","text":"Check the page at four weeks and judge it at eight. If AI answers still don't cite it after eight weeks, compare it against the cited pages again and close the specific differences."}}]} ```