AI
Firecrawl SEO Research Workflow
Written by Noel
Published:
3 min read
Topics researched with AI assistance; reviewed and edited by Noel before publishing.
Explore this topic
More AI guides, glossary entries, and practical workflows live on the topic hub.
A Firecrawl SEO research workflow takes a short list of public URLs and turns them into a brief you can actually edit. The crawl is the input. The article is still yours.
I use Firecrawl (affiliate) for that fetch. Other research tools sit on noel.marketing/stack. Where this layer fits next to chat and drafting is the AI stack for Astro and Shopify.
Key takeaways
- Crawl public pages only. The goal is a brief, not a clone.
- One URL list per article: competitors, docs, and your own canonical page.
- Summarize gaps and claims. Do not paste source paragraphs into the draft.
- Hand the brief to the AI SEO content workflow before anyone writes.
- Point the finished article at product and hub URLs, not only at the tool.
Steps
1. Name the query and the page you will publish. If you cannot say what the reader should do after the page, stop. A crawl will not invent the job.
2. Collect five to twelve public URLs. Category copy, docs, and help articles that already rank or that your buyers actually read. Leave logged-in app screens alone.
3. Fetch markdown. Firecrawl’s job is the clean text. If the brief also needs a screenshot of the layout, Context.dev (affiliate) is the partner alternative on the stack — still research, still not the article.
4. Write the brief in your own words. Intent, must-include facts, claims you will not make, and internal link targets. For a Shopify article that should support a product, name the product URL here — for example the AI Blog Generator when the topic is reviewed blog drafts inside Shopify, or an Astro theme listing when the topic is the site.
5. Draft only after the brief exists. Models may outline from your notes. They do not get the raw crawl as the published body. The review gate is the AI SEO workflow.
6. Link like a site, not like a bookmark list. One affiliate mention where the tool does the work, one link to the stack for alternatives, and the rest toward guides and products. See internal linking.
What goes wrong
Crawling a login page and treating the error as “the product has no docs.” Publishing a paraphrase that still tracks the competitor’s headings sentence for sentence. Skipping your own product URLs because the research file was more interesting than the catalog. Letting a widget or an agent publish the markdown overnight.
Related reading
AI tools & workflows
Practical tips on AI tools, automations, and workflows for builders — plus product updates and occasional subscriber discounts.
Explore this topic
More AI guides, glossary entries, and practical workflows live on the topic hub.
Frequently asked questions
What is Firecrawl for in SEO?
It fetches public pages and returns clean markdown so a brief or a model can work from the actual text. It is a research input, not a publisher.
Can I publish what it crawls?
No. Competitor copy, help-center paragraphs, and docs stay source material. Your page needs its own angle, examples, and internal links.
Which pages are worth crawling?
Public category intros, documentation, pricing FAQs, and help articles that match the query you want to cover. Skip login walls and private dashboards.
How does this connect to writing?
The crawl fills the brief. The AI SEO content workflow decides outline, draft, and the human review before anything goes live.
Is there another crawl option?
Context.dev is the partner option when you also want screenshots or structured site data. Compare both on the stack page.
Do you use Firecrawl?
Yes. The affiliate link is labeled. The price you pay is the vendor’s price.