GEO · SEO · AEO · compiled as software

Your growth team,
compiled.

A 15-role growth team — keyword research, gap detection, AI monitoring, content creation, and publishing — running as code inside one workspace. You approve the work. The system does the rest. Built for brands and agencies scaling delivery.

Start the system →Sign in to Content Hub See what it automates

106

Articles shipped

real pipeline runs, lifetime

163

Topics mapped

across every connected brand

17+

AI models watched

ChatGPT · Claude · Gemini · Perplexity…

Pipeline steps

per article · orchestrated by Windmill

/ three measurement layers

Every other tool ships one score.
We ship three.

When someone asks ChatGPT a question, it doesn't pull from one source. It runs 5–8 silent sub-searches — verifying facts, comparing sources, checking authority. This is query fan-out. If your content doesn't cover those sub-queries, you're invisible to AI. We measure all three layers.

Fan-out position trackingvia Google Search Console + Bing

AI traffic referralsvia GA4 AI source detection

Keyword gap detectionautomatic, matched to your topical map

GEO

Shipping

GEO Score

Aggarwal et al., 2024

Same methodology as the Generative Engine Optimization paper from Princeton & Khosla Ventures — impression, mention, relevance, diversity. We run it across every major LLM for every tracked query and reconcile against real ranking data.

Read the paper

SEM

Shipping

Semantic Score

Qdrant · chunk vectors

Your title, meta, and every content chunk analysed as dense vectors against the top 10 SERP pages. Returns the paragraph-level rank so you know exactly which section to rewrite.

FAN

Shipping

Fan-out Coverage

sub-query gap map

Every LLM answer triggers a silent fan-out of sub-searches. We capture them, match each one to your topical map, and mark it green / yellow / red — covered, weak, missing.

/ the full stack, automated

Five disciplines.
One workspace.

Standalone articles don't rank in AI search. AI models need to see your brand across a connected web of content — pillar pages, clusters, supporting articles — with coherent CTAs, internal links, and semantic depth. Every page is strategic: mapped to a funnel stage, linked to related content, and scored against the SERP.

GEO

AI Visibility

GEO Score (Aggarwal et al.)

AI Visibility — 17+ models

Query fan-out capture

Citation source tracking

LLM referrer analytics

Per-engine share-of-voice

Connects toGoogle Search ConsoleGA4 AI TrafficBing WebmasterGoogle SheetsWordPressShare & ApproveKeyword ResearchPosition Tracking

Research & strategy

3–4 hrs at $35–50/hr

$140

Writing & editing

4–6 hrs at $40–60/hr

$280

Graphics & visuals

2–3 hrs at $30–45/hr

$105

SEO, schema & publish

1–2 hrs at $35–50/hr

$75

per article — manual

$600 · 10–14 hrs

→

per article — Airankia

$2.50 · 10 min

Top quality — with visuals, schema, and internal links most teams skip. Your team spends their time on strategy and clients.

/ inside the article

28 steps
per article.
10 minutes start to finish.

Every article starts with keyword research and SERP analysis, runs through 3 parallel drafts with an editorial critic, ships with custom visuals and schema markup, deploys llms.txt and JSON-LD schema to your live site in one click via Cloudflare, and publishes to WordPress — with position tracking on every target keyword from day one. A human team takes 2 weeks. This takes 10 minutes.

6steps

Discover

SEO Analyst + Data Researcher$35–50/hr

SERP landscape, keyword data, fan-out queries, AI Overview analysis~4 hrs saved

5steps

Understand

Content Strategist + Editor$40–60/hr

Strategic angle, content outline, author attribution, entity mapping~3 hrs saved

6steps

Write

Copywriter + Senior Editor + QA$40–60/hr

Three parallel drafts, editorial QA critic, best-of merge~6 hrs saved

5steps

Enrich

Graphic Designer + Data Viz$30–45/hr

Cover art, SVG diagrams, data charts, flowcharts, callouts~3 hrs saved

3steps

Finalize

Technical SEO + Link Builder$35–50/hr

Metadata, schema markup, internal links, semantic scoring~2 hrs saved

3steps

Ship

Web Developer + Project Manager$35–50/hr

WordPress publish, notifications, cost + token tracking~1 hr saved

Discover

01URL resolve + favicon

02SERP capture (top 10)

03Keyword analysis

04E-E-A-T source research

05Fan-out query capture

06AI Overview analysis

Understand

07Social intelligence

08Content strategy + angle

09Outline + H2/H3 structure

10Author attribution

11Entity + NLP term map

Write

12Draft A

13Draft B

14Draft C

15Editorial QA critic

16Best-of selection + merge

17HTML semantic transform

Enrich

18Cover image generation

19SVG diagrams

20Chart.js data viz

21Mermaid flowcharts

22Callouts + pull-quotes

Finalize

23Metadata + OG + JSON-LD

24Internal link suggestions

25Semantic Score vs SERP

Ship

26WordPress publish

27Email + Telegram notify

28Cost + token logging

10 min

Click to published

28 steps, zero human intervention

17+

AI models monitored

ChatGPT, Claude, Gemini, Perplexity…

Up to 16

Visuals per article

cover, SVGs, charts, flowcharts — all with alt tags

$2.50

Full cost per article

a human writer costs $800+

/ ship it live

It doesn't just write it.
It ships it live.

Every other tool hands you a document. This one pushes the work live — a hand-tuned llms.txt, JSON-LD schema, and an internal-link graph the models read as authority — straight to your site through Cloudflare. No repo. No deploy pipeline. No dev ticket.

01 · /llms.txtCloudflare · live

# AIRankia
> The AI visibility platform — 17+ models.

## Key pages
- /platform: real-time AI citation tracking
- /pricing: plans from free to scale
- /compare: vs every alternative

Deployed to edge in 1.2s — no repo, no pipeline

02 · schema.org JSON-LDWorker injected

{
  "@type": "Organization",
  "name": "AIRankia",
  "sameAs": ["…"],
  "offers": { "@type": "Offer" }
}

Valid · auto-deployed to every matching page

03 · AI Interlinksthe moat

12 high-authority links wired automatically

/ visual enrichment

More images =
higher rankings.

Semrush analysed 16,000+ keywords across 300,000+ URLs. The factors that actually correlate with top rankings are the ones our pipeline handles automatically — every article, every time.

#1content factor

Strongest correlation

Text relevance (semantic similarity to SERP, not keyword count) is the #1 content ranking factor. Top-10 avg: 91% vs 81%.

Semantic Score: chunk-level relevance vs top-10 SERP

21%more visuals in #1

Factor strength

The #1 result has 21% more images than #20. Top-10 average: 34 images, 31 with alt tags.

Up to 16 custom visuals + optimized alt tags

77%quality score

#2 content factor

Content quality (relevance + coverage + structure) is the 2nd strongest content correlation. Top-10: 77% vs 72%.

3 parallel drafts + editorial QA critic pass

+11%schema adoption

Factor strength

Top-10 pages use Schema.org 11% more often (19.9% vs 18.0%). Google recommends structured data.

JSON-LD + OG tags + entity schema on every article

Source: Semrush 2024 Ranking Factors Study · 16,000+ keywords · 300,000+ URLs

How AI Overviews Cite Your Brand

Cover image

Image model

Editorial-grade cover art, 16:9, on-brand palette. Edit the prompt or select a region to regenerate a slice.

Inline SVG diagram

Reasoning LLM

Concept diagrams, architecture, comparison charts — rendered as clean scalable SVG and embedded into the article.

Chart.js data viz

Reasoning LLM

Bar · line · pie · scatter — generated from real data or the article's claim. Editable inline after publish.

Mermaid flowchart

Reasoning LLM

Processes, sequence flows, decision trees — rendered inline and editable as Mermaid source.

MetricHuman teamAirankia

Time per article8 hrs10 min

LLM calls08–12

Graphics included—4–6

Cost$800$2.50

SERP analysisManualAuto

Comparison table

Fast LLM

Structured HTML tables with row highlights, sortable columns, sticky headers. Rendered live in WordPress.

Key insight

78% of AI Overviews cite a page that ranks in the top-10 organic. Get to top-10 first, then optimize for citation.

Pull quote

“Structured data + clear claims beat keyword stuffing, every time.”

Callouts + pull-quotes

Fast LLM

Highlighted takeaways, warnings, pull-quotes. Auto-placed where the article makes a strong claim.

/ your workspace

This is what you
log in to every morning.

Not mock-ups — live screenshots from the product, rendering real client data. Content strategy, ranking analysis, AI gap detection, and article publishing — all in one workspace.

Featured · click to zoom
Know exactly where you rank
Your content scored against every Google top-result — rank #3 of 9 here. See the gap to #1 and which paragraphs to rewrite.

live product
Articles with custom visuals
Every article ships with its own cover art, inline diagrams, data charts, and flowcharts — ready to publish. No stock photos.

live product
Plan your content strategy
Pillar → cluster → supporting articles. Auto-generated topic hierarchy with status tracking, rankings, and one-click article creation.

live product
Find the questions AI is asking
Every sub-query AI models run behind the scenes — matched to your content. Green = covered, red = opportunity. Click to write the missing article.

live product
Track your Google performance
Clicks, impressions, CTR, position — by query, page, country, device. One-click fan-out analysis on any keyword.

live product
AI editor with one-click actions
Grammar, simplify, expand, rewrite — highlight any text and choose an action. Edit cover images, diagrams, and charts inline.

/ published by the system

Not a mock-up.
Articles actually shipped.

Live sample of the most recent 5 articles the pipeline wrote and published to real client sites.

airankia.com

The Impact of Query Fan-Out on B2B SaaS and Agency SEO

airankia.com

Casos de Estudio: Éxitos y Fracasos de Motores Generativos en Acción

airankia.com

Understanding LLM Integration in Modern Search Engines: A Beginner's Guide

airankia.com

Best Geo tools 2026

airankia.com

best aeo tools 2026

/ the delta

Your team's time is worth more than execution work. Automate it.

Capability	Airankia	In-house team	Surfer	Clearscope	Frase
Delivery model	SaaS · automated	In-house team	SaaS tool	SaaS tool	SaaS tool
GEO Score (Aggarwal paper)	●	—	—	—	—
AI Visibility (17+ models)	●	Manual reports	4 models	—	2–5 models
Keyword research + gap detection	●	SEO analyst	●	—	●
Query fan-out gap map	●	—	—	—	—
28-step article pipeline	●	8–14 hrs / article	$29–49 / article	—	Basic
Semantic Score (chunk vectors)	●	—	Term density	Term density	Term density
Topical authority mapping	●	Manual workshops	Scale+ only	—	Basic
Share & approve workflow	●	Email chains	—	—	—
GSC + GA4 + Bing + Sheets + WP	Native	Manual exports	—	—	—
Cannibalization detection	3-layer	Quarterly audit	—	—	—
AI traffic tracking (GA4)	●	Manual GA4	—	—	—
Get Cited outreach	Scale+	Manual PR	—	—	—
Time per article	10 min	8–14 hrs	You write it	You write it	You write it
Cost per article	$2.50	~$600	$29–49 + your time	Your time	Your time
Platform price	$29 / mo	—	$79 / mo	$189 / mo	$45 / mo

/ pricing

Pick your speed.

Every plan includes the full GEO + SEO + AEO stack. Higher tiers unlock more articles, more competitors, AI Links finder, and Get Cited outreach.

Starter

$29 /mo

See what AI says.

Solo founders · single site

3articles / mo

+ 720 credits · extras at 200 cr each

—180 AI-monitoring prompts / week
—All 17+ models tracked
—Fan-out query analysis
—1 competitor
—Full AI article pipeline
—GEO + Semantic Score
—Unlimited keyword + Search Console

Start monitoring →

Your growth team,
$29 a month.

Sign in, connect Search Console, and let the loop start. You'll see the first gap report in 15 minutes and the first article draft in under an hour.

Start the system →Sign in

Your growth team,compiled.

Every other tool ships one score.We ship three.

Five disciplines.One workspace.

28 stepsper article.10 minutes start to finish.

It doesn't just write it.It ships it live.

More images =higher rankings.

This is what youlog in to every morning.

Not a mock-up.Articles actually shipped.

The Impact of Query Fan-Out on B2B SaaS and Agency SEO

Casos de Estudio: Éxitos y Fracasos de Motores Generativos en Acción

Understanding LLM Integration in Modern Search Engines: A Beginner's Guide

Best Geo tools 2026

best aeo tools 2026

Your team's time is worth more than execution work. Automate it.

Pick your speed.

Your growth team,$29 a month.

Your growth team,
compiled.

Every other tool ships one score.
We ship three.

Five disciplines.
One workspace.

28 steps
per article.
10 minutes start to finish.

It doesn't just write it.
It ships it live.

More images =
higher rankings.

This is what you
log in to every morning.

Not a mock-up.
Articles actually shipped.

Your growth team,
$29 a month.