This thread will focus on updating the community on the feature releases and how-to guides on platform usage, edge cases and more.
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RankForge — Feature Overview (What you can actually do right now)
I’ve been building RankForge around one core idea:
It’s not enough to rank on search engines anymore — your content needs to show up in AI answers too.
Here’s a breakdown of what’s currently available and how each part works.
You can add any page URL and get a full breakdown across three dimensions:
SEO Score → traditional search optimization
AEO Score → how well your content answers questions
GEO Score → how well AI systems can understand and reuse your content
This isn’t just scoring — you also get:
specific issues
categorized by type (SEO / AEO / GEO)
actionable fixes you can implement immediately
Instead of generic keywords, RankForge generates:
natural language queries
long-tail prompts
question-based searches
These are the kinds of queries tools like ChatGPT and Perplexity AI actually use.
Each keyword is tied directly to a specific page, so you’re not guessing what content should rank for what.
You can:
attach keywords to a page
track how that exact page performs
avoid mixing signals across your entire domain
This makes it easier to answer:
“Is this page actually ranking for what it’s supposed to?”
Track where your pages appear on:
Google
Bing
DuckDuckGo
Includes:
keyword position tracking
historical data
page-specific ranking insights
This is where things get interesting.
RankForge checks:
whether your content appears in AI-generated answers
how often it’s mentioned
which competitors show up instead
This helps answer:
“Why is AI not recommending my content?”
view backlinks pointing to your domain
identify potentially harmful links
generate a disavow file for cleanup
This is designed to help you improve SEO health without needing multiple tools.
Each domain is treated as its own workspace.
Inside a workspace, you can:
add pages
track performance over time
monitor progress across all metrics
At a glance, you get:
average SEO / AEO / GEO scores
total pages tracked
keyword distribution
visibility trends
Everything in RankForge is designed to be:
measurable
repeatable
improvable over time
You can re-scan pages and track how your changes impact performance.
If you’re testing this, I’d really like to know:
Are the scores actually useful or confusing?
Do the suggestions feel actionable?
Is anything missing that you expected to see?
More updates coming soon — especially around deeper AI visibility insights and automation.
Feel free to drop questions or edge cases here.
Replies
RankForge — Feature Overview (What you can actually do right now)
I’ve been building RankForge around one core idea:
Here’s a breakdown of what’s currently available and how each part works.
🔍 1. Page Analysis (SEO + AEO + GEO)
You can add any page URL and get a full breakdown across three dimensions:
SEO Score → traditional search optimization
AEO Score → how well your content answers questions
GEO Score → how well AI systems can understand and reuse your content
This isn’t just scoring — you also get:
specific issues
categorized by type (SEO / AEO / GEO)
actionable fixes you can implement immediately
🧠 2. AI-Oriented Keyword Generation
Instead of generic keywords, RankForge generates:
natural language queries
long-tail prompts
question-based searches
These are the kinds of queries tools like ChatGPT and Perplexity AI actually use.
Each keyword is tied directly to a specific page, so you’re not guessing what content should rank for what.
📊 3. Page-Level Keyword Tracking
You can:
attach keywords to a page
track how that exact page performs
avoid mixing signals across your entire domain
This makes it easier to answer:
📈 4. Search Engine Ranking Tracker
Track where your pages appear on:
Google
Bing
DuckDuckGo
Includes:
keyword position tracking
historical data
page-specific ranking insights
🤖 5. AI Visibility Tracking (Core Feature)
This is where things get interesting.
RankForge checks:
whether your content appears in AI-generated answers
how often it’s mentioned
which competitors show up instead
This helps answer:
🔗 6. Backlink Analysis + Cleanup
You can:
view backlinks pointing to your domain
identify potentially harmful links
generate a disavow file for cleanup
This is designed to help you improve SEO health without needing multiple tools.
🧾 7. Workspace-Based Structure
Each domain is treated as its own workspace.
Inside a workspace, you can:
add pages
track performance over time
monitor progress across all metrics
📊 8. Dashboard Overview
At a glance, you get:
average SEO / AEO / GEO scores
total pages tracked
keyword distribution
visibility trends
⚙️ 9. Built for Iteration
Everything in RankForge is designed to be:
measurable
repeatable
improvable over time
You can re-scan pages and track how your changes impact performance.
💬 What I’m Looking For
If you’re testing this, I’d really like to know:
Are the scores actually useful or confusing?
Do the suggestions feel actionable?
Is anything missing that you expected to see?
More updates coming soon — especially around deeper AI visibility insights and automation.
Feel free to drop questions or edge cases here.