AI Citation Optimization Platform

Write content built to satisfy AI Search.

GeoWriter helps professional writers, SEO agencies, and publishing networks restructure their text to be indexed, crawled, and cited directly inside Perplexity, ChatGPT Search, Gemini, and Google AI Overviews.

01 / Semantic Schemas

Synthesizer-readable JSON-LD structure auto-injected.

02 / Entity Mapping

Enriches content density for complex semantic AI connections.

03 / Citation Indices

Direct scoring algorithm maps citation probability rates.

AI Crawler Audit Simulator
28GEO Score
Warning: Hidden from SGE
28% Visibility Rate
Direct Answering Syntax
Static
JSON-LD Schema suggerere
Missing
Semantic Entity Richness (LSI)
Low density
AI Answering Friendly Definitions
Raw

Onboarding Sequence

Construct high-authority drafts in four simple phases.

A complete, unified system engineered to analyze domain aesthetics, parse primary target niches, structure AI search parameters, and deploy optimized copy.

01Active

Site Style Analyzer

URL Brand parsing

Inject your live domain. Our scraper maps your primary target niche, custom brand color swatches, typography sizes, and detects if WordPress or WooCommerce is enabled.

02

Create Brief Profile

Audience intent targeting

Detail your specific reader demographic (Beginner, Intermediate, Expert) and custom writing style profiles (Editorial, Empathetic, Convincing).

03

Compute Writing Pipeline

Multi-Model compilation

Select high-compute Claude 3.5 Sonnet for technical depth or cost-effective GPT-4o-mini to build fully structured entity outlines and featured assets.

04

GEO Answering Audit

Citation readiness validation

Instantly scan structural components. Inject JSON-LD semantic headers and direct FAQ answer hooks to maximize indexing in Perplexity and Google Overviews.

Interactive Workflow Showcase

Phase 1: URL Scanner & Branding Detection

Simply drop your domain. The onboard analyzer reads meta nodes and plugin structures to customize writing output style so articles feel like standard in-house publications.

Simulated Output
✔ WordPress Detected
✔ WooCommerce Active
• Dominant Hex: #4E46E5

Live Editor Interface

Configure your brief, compute live credit cost.

Reconstructed straight from the settings modal interface in `Capture d'écran 2026-05-23 214628.png`. Tune specific models, outline aspect ratios, prompts, and see direct credit requirements in real-time.

Configure Article Generator

1. Choose AI Generation Model
4. Featured Image Ratio Configuration
Estimated Compute Cost2.0 Credits
GEOWRITER_ENGINE_v4.5STATUS: ACTIVE
[SYSTEM_INFO] Init brief compile:

Complete guide to Generative Engine Optimization and AI citations

> Loading AI writing styles...
✔ Loaded target tone: EDITORIAL
> Aligning demographic outline vectors...
✔ Audience segment index: INTERMEDIATE
> Building responsive featured asset aspect container:
COMPUTE DEDUCTION: -2.0 CREDITSEST. SIZE: ~1,850 WORDS

Semantic Target Data

Keyword intent library explorer.

Rebuilt directly from the database indexing dashboard seen in `Capture d'écran 2026-05-23 214837.png`. Search terms, filter intent types, and write with dynamic single-click actions.

Target Keyword TermIntentDifficulty (KD)Search VolumeAction
generative engine optimization strategyInformational
32%
18,400
how to get cited in perplexity searchInformational
64%
3,800
google sge entity density mapping toolsCommercial
78%
2,200
citation optimization checklist for aiInformational
28%
4,600
geowriter premium pricing plan reviewNavigational
15%
850
best semantic schemas for search crawlersCommercial
55%
5,400
ai overview summary generator platformCommercial
42%
6,200
Showing 7 target search terms in semantic libraryCredits usage per single draft is auto-calculated

Realtime Diagnostics

Tweak checklist signals, watch the dial react.

Representing the multi-tab optimizer panel from `Capture d'écran 2026-05-23 214716.png` and checklist checks from `214743.png`.

Checking off specific structural gaps (like JSON-LD Schemas or Entity Density) directly updates the main circular SVG gauge rating in real-time.

Try it now: Toggle the checkboxes under the Checklist Analyzer tab on the right to see the live GEO Score dial calculate the optimized visible probability rate!

Live Rating:68/100
68GEO rating

Generative Answering Diagnostics

Your text is evaluated against SGE index structures. Currently showing 68% readiness. Inject structured schemas and enrich relational entities to capture direct citations.

Direct answers:Excellent
LSI Entities:Weak

AI Search Previewer

Simulated SGE citation previews.

Direct representation of the Search Overview simulation layout from `Capture d'écran 2026-05-23 214817.png`. Click query triggers and view synthesized AI answers alongside interactive hover citation reference cards.

Select Query:
AI Generated Search Overview Response
Generative Engine Optimization (GEO) represents the next paradigm in visibility [1]. Instead of keyword stuffing for standard crawlers, GEO structures text for LLM aggregators. Key aspects include high direct answer clarity [2], dense relational entity mapping [3], and semantic schema injection. Studies prove structured schema details increase AI citation probability by over 40% [1].
Citation Reference Sources (3)
194% Authority
Direct Answer Synthesizers & GEO Mechanics
geowriter.io/blog/geo-defined
289% Authority
GEO: Generative Engine Optimization Study
arxiv.org/abs/2311.09732
398% Authority
Semantic Entity Maps in Answering Engines
wikipedia.org/wiki/Semantic_Search

Transparent Credit Subscriptions

Simple scaling options.

Restructure, optimize and execute drafts seamlessly. Select the plan that fits your publishing pipeline scale.

Get Started

Free Trial

$0/month

Perfect for test auditing existing content visibility.

  • 10 credits / month
  • GPT-4o-mini execution (1 credit)
  • GEO audit checklist scorer
Get Started
Active Blogger

Starter

$10/month

For niche publishers and affiliate content creators.

  • 100 credits / month
  • Claude 3.5 Sonnet (2 credits)
  • Keyword suggestions database
Subscribe
Publisher Choice
High Density

Pro Plan

$20/month

Ideal for professional editors, brands, and content teams.

  • 500 credits / month
  • Priority API outline channels
  • Automated website WooCommerce sync
Subscribe
Enterprise Scale

Agency

$30/month

For professional writing agencies and networks.

  • 2,000 credits / month
  • Dedicated technical support manager
  • Custom schema mapping engines
Subscribe

Compute Operation Credits Ledger Details

01 / Content Briefing

GPT-4o-mini (Draft) Model

1.0 credit per structured draft outline
02 / In-depth Writing

Claude 3.5 Sonnet Model

2.0 credits per premium longform draft
03 / Vector Asset Generation

AI Graphic Builders

0.5 to 1.5 credits based on image details
04 / Quick optimization actions

Metadata, Metas & Titles

0.5 credits per automated optimization
05 / Schema markup validator

JSON-LD Auto-Synthesizer

0.5 credits per schema markup inject
06 / Custom Section rewrite

SGE highlight optimizations

0.5 credits per inline block optimization

Got Questions?

Understanding GEO mechanics.

GEO is the technical successor of traditional SEO. While traditional SEO optimizes for links and search crawlers in old indexing engines, GEO optimizes your layout structures, text definitions, schemas, and semantic density so that modern answering engines like ChatGPT Search, Gemini, and Perplexity can easily read, synthesize, and cite your domain in SGE answers.

Credit consumption is determined directly by compute depth. Drafting a fast draft with GPT-4o-mini consumes 1.0 credit, while generating high-density technical articles with Claude 3.5 Sonnet consumes 2.0 credits. Graphic creations, automated schemas, and single block restructures range between 0.5 and 1.5 credits.

Yes. Our dashboard supports auto-detection protocols for WordPress and WooCommerce integrations. Scanned credentials are secure and auto-publish semantic drafts directly into Gutenberg block structures with one-click exports.

Syntactic definition hooks are paragraph formats constructed in high factual density that ANSWER target questions concisely within 140 characters. Large language model summarizers favor this specific structure over wordy, low-density prose.