Structured data in, SEO pages out.
Upload a CSV. Map your columns. Generate thousands of publish-ready pages. Export to WordPress or static HTML.
The problem
Programmatic SEO is powerful.
The toolchain is a mess.
You have structured data. You need pages. What should take an afternoon turns into weeks of stitching together scripts, prompts, formatters, and import pipelines.
Fragmented workflow
CSV → ChatGPT → Google Docs → manual formatting → WordPress import → schema markup → cleanup. Every step is a different tool.
Hallucinations at scale
GPT invents facts. At 10 pages, you catch it. At 10,000 pages, you're publishing fiction. No built-in guardrails.
No structured output
You get raw text blobs. No metadata, no slugs, no schema markup, no internal links. Everything needs manual post-processing.
Glue work kills momentum
You end up building and maintaining a custom pipeline. The tool becomes the project. The actual pages never ship.
How it works
Five steps. CSV to published pages.
Upload your CSV
Drop in any structured dataset. Cities, products, comparisons — any rows × columns data.
Map your columns
Tell PageForge which column is the entity name, which are attributes, which is the slug. AI suggests display labels.
Choose your mode
Minimal (strict facts only), Standard (light context), or Expressive (editorial). Pick the right tradeoff for your use case.
Generate pages
AI generates structured content: headings, sections, FAQs, meta tags, JSON-LD — all from your data.
Export and publish
Download as WordPress WXR (with Rank Math metadata) or a static HTML ZIP with sitemap. Ready to deploy.
Generation modes
Control the tradeoff between safety and style.
Not every page needs the same approach. Minimal mode exists because sometimes the most useful thing AI can do is not make things up.
Strict. Validator-backed. Zero embellishment.
- Only uses data from your CSV
- Post-generation validator catches novel claims
- Close to deterministic output
- Safe for regulated industries & enterprise
- No general knowledge injected
Balanced. SEO-ready. Light contextualization.
- Adds relevant context around your data
- Natural-sounding SEO copy
- Good default for most use cases
- Structured sections with FAQs
- Meta descriptions & schema markup
Editorial. Engaging. Built to differentiate.
- Opinionated, editorial voice
- Richer storytelling around data points
- Best for competitive niches
- Designed to stand out in SERPs
- Still structured — not a blog post
Export formats
Not copy-paste content. Import-ready output.
Generated pages include metadata, schema markup, slugs, and internal links. Download and publish — no cleanup step.
WordPress WXR
One-click import into any WordPress install. Works out of the box with Rank Math SEO.
- WP-compatible XML (WXR 1.2)
- SEO title & meta description
- Rank Math metadata fields
- Custom slugs from your data
- Category assignment
- Post dates & author attribution
Static HTML ZIP
A complete static site. Drop it on any host — Vercel, Netlify, S3, or your own server.
- Clean URL directory structure
- Inline meta tags & canonical URLs
- JSON-LD structured data
- Auto-generated sitemap.xml
- robots.txt included
- No CMS or runtime required
Not another AI writer
A content engine, not a writing assistant.
AI writing tools help you write one page at a time. PageForge turns an entire dataset into a publishable site structure.
Use cases
If you have the data, you have the pages.
Any structured dataset with rows and attributes can become a publishable page set. Here's what builders are generating.
Who it's for
Built for builders who want leverage, not busywork.
Affiliate marketers
Generate thousands of comparison and directory pages from product data. Publish in one afternoon.
Niche site builders
Turn a city database or industry dataset into a full programmatic site with proper structure.
Programmatic SEO operators
You know the strategy. You need the execution engine. This replaces the script + GPT + WordPress glue.
“I could build this myself.”
You probably could. The CSV parsing, the prompt engineering, the output validation, the WXR spec, the slug generation, the schema markup, the internal linking, the export pipeline.
But maintaining it? Across prompt changes, output format updates, WordPress version bumps?
PageForge is for builders who'd rather ship pages than maintain the glue.
Under the hood
Built for reliability, not just speed.
Bulk generation is only useful if you can trust the output. Here's how PageForge keeps things predictable.
JSON schema enforcement
Every generation uses structured output schemas. The AI returns typed objects, not raw text.
Post-generation validator
In minimal mode, a second pass checks output against input data. Novel claims are flagged and auto-repaired.
Token and length clamping
Per-tone temperature settings. Section lengths are bounded. No runaway generation.
Minimal mode isolation
Strict system prompt forbids general knowledge. Only your CSV data appears in output. Close to deterministic.
Deterministic-friendly architecture
Same input → same structure. Temperatures are tuned per mode. Reproducible at scale.
Stop stitching tools together.
Upload your data. Generate your pages. Export and publish. That's it.
Free to try. No credit card required.