Auto-generate pages AI engines can cite.
Fastlook finds the questions your buyers ask, researches them with cited sources, and drafts structured pages in your brand voice for you to review and publish.
Free includes 3 pages to try it.
- 01Questionbest invoicing tool for freelancers in India
- 02Research[1] tax-guide.example[2] ledgerly.example/pricing
- 03DraftGuide · 6 sections · hero banner
- 04StructureJSON-LD · FAQ schema · sitemap · llms.txt
- 05ReviewScore 79 · waiting for youApprove
Sample data A fictional invoicing app. One buyer question, five stations, one draft for you to review.
What is Page Engine?
Page Engine is Fastlook's page generator. It finds the questions your buyers ask, researches each one with cited sources, and drafts a guide, comparison, landing or FAQ page grounded in your Brand Memory, with JSON-LD, FAQ schema, sitemap and llms.txt entries. You review the draft before it publishes.
Station 01 · Question
What should we write about?
Page Engine starts from your Brand Memory, expands it into keyword ideas, groups them into topic clusters and flags the ones phrased as questions, so they become direct answers.
- best invoicing tool for freelancers in India
- invoicing software for freelancers
- which invoicing app works for freelancers?Question · to FAQ
- gst invoice format for freelancers
- how do I add GST to an invoice?Question · to FAQ
- is GST registration needed for freelancers?Question · to FAQ
- invoice in usd from india
- export of services invoice
- how do freelancers in India bill foreign clients?Question · to FAQ
Station 02 · Research
Where do the facts come from?
Before drafting, Fastlook gathers sources for the question and your Brand Memory. Claims carry a citation; claims with no source are removed before you see the draft.
Freelancers registered for GST need to show their GSTIN and the tax charged on each invoice1. Ledgerly fills both fields from your profile and lets you bill foreign clients in their currency2. Ledgerly is the most popular invoicing app in India.
Last sentence had no source in Brand Memory or the research, so it was removed.
- 1GST invoicing rulestax-guide.example
- 2Ledgerly features and pricingBrand Memory · ledgerly.example/pricing
- –“Most popular in India”No source found · removed
Station 03 · Draft
Which page type fits the question?
Guides, comparisons, landing pages and FAQ pages each get their own structure, instead of one flattened template.
- GuideHow and why questions
- Quick answer
- Step-by-step sections
- FAQ
- ComparisonThis vs that, and best-of searches
- Quick answer
- Comparison table
- Verdict
- FAQ
- LandingReady-to-buy searches
- Hero and offer
- Benefits
- Proof from Brand Memory
- Call to action
- FAQClusters of short questions
- Question and answer pairs
- FAQ schema
Station 04 · Structure
What makes a page citable?
A page has three readers: people, crawlers that read its structure, and machines that read its data. Peel the page to see each layer Fastlook builds.
Human view. The rendered page: hero banner, quick answer, sections and FAQ, in your brand.
Station 05 · Review
How do I know a page is good enough?
Every page gets a citability score built from five checks on its passages, plus technical SEO checks, with a fix for the weakest one.
- Answer-first blocks26 / 30
- Self-contained passages21 / 25
- Structural readability17 / 20
- Factual density9 / 15
- Distinctive signals6 / 10
Station 05 · Review
Do I get the final say?
Yes. New pages land as drafts for your review. You decide what goes live.
- Best invoicing tools for freelancers in IndiaGuideDraft ready
- Ledgerly vs spreadsheet invoicingComparisonDraft ready
- How do I add GST to an invoice?FAQApproved
- ADraft lands in the queueNothing is published on arrival.
- BYou read, edit or regenerateChange any section before it ships.
- CYou approveOnly then does it go to your site.
Off the line · Publish
Where does it publish?
Let Fastlook host pages on a managed subdirectory, export them, or publish straight into your CMS.
- 01Managed subdirectory
Hosted by Fastlook under ledgerly.example/resources
Launch - 02HTML export
A self-contained page with its JSON-LD
Launch - 03Markdown export
Clean Markdown for any static site or CMS import
Launch - 04WordPress
Direct publishing as a post
Grow+ - 05Webflow
Direct publishing to a CMS collection
Grow+ - 06Shopify
Direct publishing as an Online Store page
Grow+
Off the line · Refresh
What happens when a page gets old?
Pages don't go stale quietly. Ageing pages are flagged and re-researched, and the refreshed draft comes back to you.
- 01Published
Live, structured and in your sitemap.
- 02Ageing
Sources and facts move on while the page stays still.
- 03Flagged
Fastlook marks the page as needing a refresh.
- 04Re-researched
A refreshed draft is written against current sources, keeping the page's structure.
- 05You approve
The refreshed version goes live once you say so.
Capacity
How many pages do I get?
Pages per month by plan. Free includes 3 pages in total to try it.
FAQ
Questions about Page Engine
What is Page Engine?
Page Engine is Fastlook's page generator. It finds the questions your buyers ask, researches each one with cited sources, and drafts a guide, comparison, landing or FAQ page grounded in your Brand Memory, with JSON-LD, FAQ schema, sitemap and llms.txt entries. You review the draft before it publishes.
What kinds of pages can Page Engine create?
Guides, comparison pages, landing pages and FAQ pages. Each type gets its own structure and schema instead of one flattened template.
Where are pages published?
To WordPress, Webflow or Shopify through a direct connection, or to a managed subdirectory hosted by Fastlook if you do not want to touch your CMS. You can also export any page as HTML or Markdown.
Does Page Engine publish without my approval?
New pages are created as drafts for you to review. You decide what goes live.
What structured data is added to each page?
JSON-LD for the page type, FAQ schema where the page has questions, a sitemap entry and an llms.txt entry, all generated automatically.
How many pages can I create each month?
Free includes 3 pages in total. Launch includes 50 a month, Grow 120 and Scale 200. Enterprise volume is custom.
Start with Page Engine
From buyer question to cited page.
Start with your domain. Your first draft lands in a review queue, and nothing goes live until you approve it.
- ChatGPT
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- AI Overviews
Be the answer AI finds. Your AEO growth partner.
