Programmatic SEO tools: what you need for each part of the job

When you compare tools, work out which of these jobs each one does. A keyword database is job one. A page builder is jobs three and four for template pages. An AI writer is job three for articles, and only sometimes job four. Two tools that look like competitors are often doing different jobs.

Research answers one question: do people search this pattern, across enough variants to justify pages? Google Keyword Planner is free with a Google Ads account and gives ranges like 50, 500 and 5,000 a month until you spend money on ads. Ranges are enough for this decision. Paste ten to twenty real variants of the pattern, not only the head term.

Paid keyword suites add difficulty scores, the pages that already rank, and suggestions you would not think of. They are worth it when you are choosing between many patterns. For checking one pattern before you build, they are not required.

Once your site is live, Google Search Console is the most useful research tool you have, because it shows the queries you already appear for, with real impressions instead of estimates.

Template pages are only as good as the data behind them. The data needs a field for every fact that changes from page to page, and those fields must actually be filled. A spreadsheet is fine for the first hundred rows. After that, keep it where your site already reads from.

On a headless site, that is usually the CMS. In Contentful, each entity becomes a content type, each page an entry, and relationships between pages become references. Editors can then correct a single record without touching the template, and a new entry becomes a new page once your front end revalidates.

Templates

For data pages, the generator is your front end. A route like /integrations/[slug] reads the entry for that slug and renders it. This is the most reliable way to build template pages on a headless CMS, because the page is your own code, on your own domain, styled like the rest of your site. Hosted page builders that serve pages from their own subdomain are faster to start and harder to integrate, and the links they earn go to their subdomain.

Writers

For queries that need explanation, a template produces the same paragraph with one word changed. Those need a writer. An AI writer is worth using when it knows what your product actually does, follows a consistent structure, writes a proper SEO title and meta description, and does not invent features. Check a few outputs against your own product pages before you trust one.

Publishing is the job most tools skip, and on a headless CMS it is most of the work. A finished article is not yet a Contentful entry. Someone still has to fill the title, slug, excerpt and SEO fields, convert the text into rich text, upload each image as an asset and publish it, pick a category from the allowed values, and publish the entry.

A publishing tool for Contentful should do all of that through the Management API, into your own content type, without asking you to change your content model. If it only exports markdown or HTML, the copy and paste is still yours.

Google Search Console covers what you need. The Page indexing report shows which URLs were indexed, and why the others were not. The Performance report, filtered by URL prefix, shows impressions and clicks for a whole pattern at once. Check both a few weeks after each batch, and before you publish the next one.

• Which of the five jobs does it do? What will you still do yourself?
• Does it publish into your CMS, in your own content types, or host pages somewhere else?
• On Contentful: does it write real rich text, upload images as assets, and fill your SEO fields?
• Can it keep categories and tags to values you already use?
• Does it link new pages to existing ones, or leave every page an orphan?
• Can you review a draft before anything goes live?
• Is pricing per page or credit, or flat? Per page pricing grows with the exact thing you are trying to scale.
• What happens to your pages if you stop paying?

The third stack is often the strongest. Template pages answer the specific queries, like one integration or one comparison. Articles answer the broader questions around them and link into the template pages, which helps those pages get found and indexed.

• Promises of thousands of pages in a day, with no mention of data or demand.
• Pages hosted on the tool’s own domain or subdomain by default.
• Every generated page follows the same paragraphs with the keyword swapped.
• No way to review drafts or to limit how many pages go live at once.
• Traffic claims with no way to check them in your own Search Console.

Frogpost covers generation and publishing for articles on Contentful. You add topics. It reads your website first, writes each post with its own structure, SEO title and meta description, and creates it as an entry in your blog content type, with rich text, uploaded images, controlled categories, and links to earlier posts. Posts can stay as drafts, or a queue can publish at the hours you choose.

It does not do research, it does not build template pages, and it does not replace Search Console. Pair it with Keyword Planner to choose topics, and with your own front end for any data pages.