Grammarly for GEO

Optimize Your Content for AI Readers

GeoSpect shows what parts of your content AI quotes and what it skips.

Who is GeoSpect for?

GeoSpect is built for SEO agency strategists, CRO consultants, in-house content leads, and anyone who audits or rewrites pages for clients. If you diagnose pages or rewrite content to boost conversions, GeoSpect shows you exactly what to fix for AI search.

SEO Strategists & Agencies
Audit client content for AI optimization
Identify content gaps and opportunities
Provide data-driven recommendations
CROs & Content Leads
Optimize landing pages for AI discovery
Improve content clarity and impact
Increase AI citation probability

The Core Idea, Explained Simply

Think of it this way: Grammarly checks your writing to make it clear and effective for human readers.GeoSpect does the same thing, but for AI readers.

In the new world of generative search, your content isn't just being read by people; it's being processed and summarized by Large Language Models (LLMs) like those powering Google's AI Overviews. GeoSpect is the tool that shows you exactly how an AI "sees" your content, helping you optimize it to be quoted and cited correctly.

What is a "Token"?

To understand the heatmap, you first need to understand "tokens." An LLM doesn't read whole sentences at once. It breaks them down into smaller pieces called tokens. A token can be a whole word (like "cat"), a part of a word (like "un-" and "happiness"), or even just punctuation.

Imagine a sentence is a LEGO structure. The tokens are the individual LEGO bricks. The LLM understands the structure by looking at how all the bricks connect.

Token Examples

catComplete word
un-happinessWord parts
.!Punctuation

What is a "Token Heatmap"?

A token heatmap is a visual guide that shows you which "LEGO bricks" (tokens) the AI thinks are most important. It works just like a weather heatmap:

Hot Colors (Red, Orange)

These are the "salient" or most important tokens. Most likely to be pulled into AI-generated answers.

Cold Colors (Blue, Green)

These tokens are less important. The AI sees them as filler or less critical to the main point.

Token Heatmap Example

GeoSpectoptimizesyourcontentforAIsearchengines
High importance
Medium importance
Low importance

Why GeoSpect Matters

Instant AI Visibility

See exactly which sentences are powerful and which are weak in the eyes of an AI.

Identify Weak Points

Flag unclear pronouns and sentences that lack citable facts.

Strengthen Writing

Know exactly where to improve your content to ensure AI citation.

Data-Driven Optimization

Make content decisions based on AI perception, not guesswork.

AI-First Content

Optimize for the future of search where AI processes everything.

Become the Source

Position your content as the authoritative source for AI engines.

How GeoSpect Works

1

Install Extension

Add our browser extension or use our web service

2

Analyze Content

Run your page through our local language model

3

Simulate Prompts

We test a range of user prompts against your content

4

Visualize Results

See which phrases are most likely to be quoted by AI

Simple, Transparent Pricing

Professional
Everything you need to optimize for AI
$50/month

per domain

  • Unlimited token heatmap analysis
  • Browser extension + web service
  • Real-time content optimization
  • AI prompt simulation
  • Priority support

14-day free trial • No credit card required

Ready to Optimize for AI?

Don’t let your content get skipped by AI. Win the AI Overview. Get cited, not ignored.

FAQ

Why GeoSpect?
  • • See exactly what AI will quote from your page
  • • Fix what’s ignored before you get buried in search
  • • Win Google’s AI Overviews and become the source
What is a "token" and why does it matter?
An LLM (like Google’s AI Overview) doesn’t read whole sentences at once. It breaks them down into smaller pieces called tokens. A token can be a whole word (like "cat"), a part of a word (like "un-" and "happiness"), or even just punctuation.

Imagine a sentence is a LEGO structure. The tokens are the individual LEGO bricks. The LLM understands the structure by looking at how all the bricks connect.
What is a "token heatmap"?
A token heatmap is a visual guide that shows you which "LEGO bricks" (tokens) the AI thinks are most important. Hot colors (red, orange) mean high importance—most likely to be quoted. Cold colors (blue, green) mean less important—filler or ignored by AI.
Who should use GeoSpect?
Anyone who audits, rewrites, or optimizes content for clients or their own sites. Especially valuable for SEO strategists, CRO consultants, in-house content leads, and agencies who want to win in the age of AI search.