About WriteWorks

The team building content engineering for AI search visibility

WriteWorks is the content engineering platform for AI search. It measures how 8 AI engines answer your buyers, across regions, personas, and sentiment, then engineers the content that wins those answers and proves the lift on the next run.

8
AI engines tracked
ChatGPT, Claude, Gemini, Perplexity, Meta AI, Copilot, AI Overviews, AI Mode
25+
AI crawler signatures tracked
From OpenAI, Anthropic, Google, Apple, Microsoft, and more
23+
Regions measured per prompt
Citations, share of voice, and sentiment by market
2022
Year we started tracking LLMs
Before AI search visibility had a name
Our story

Why we built WriteWorks

In 2022, ChatGPT changed how buyers ask questions. Within weeks, our team was watching brands lose visibility inside AI answers that had nothing to do with how they ranked on Google. Discovery had quietly split across 8 AI engines.

We asked the obvious question: if AI engines decide who gets cited, what would a content engineering platform, built for AI search with the precision of an engineering discipline, look like? Not text generation, that is not the product. Not a monitoring dashboard either. One platform that measures how 8 engines answer your buyers, then engineers the content that wins the answer and proves the lift.

That question became WriteWorks, and the category word we own is engineering: precision, rigor, repeatability, and proof. We instrument every prompt, page, and AI-engine answer your brand depends on, turning content from a creative gamble into a measurable, repeatable system. We dogfood the platform on our own brand, measuring how the same 8 engines answer for WriteWorks and engineering our way to the citation.

Our mission

Make every brand discoverable, cited, and recommended across the 8 AI engines their buyers now ask first, with one platform that closes the loop between content investment and proven citation lift.

Our vision

AI search becomes the most measured, most managed channel in marketing, and every brand has the content engineering platform built to win it, with the precision to prove the lift.

Leadership

Meet the founder

WriteWorks is built and led by a practitioner who has been measuring how AI engines answer brands since the very first ChatGPT release.

NM
Founder

Nathan M

Nathan has over 12 years of experience in search, consumer behaviour, and data science. He has been at the forefront of LLMs since 2022, when ChatGPT first surfaced, and was running citation experiments before AI search had a name. He founded WriteWorks in 2024 as the platform he wished existed: one closed loop where measurement and the content engineering that moves the answer live together.

Nathan believes content has to become an engineering discipline, that the brands winning AI search will be the ones who treat every brief, page, and engine answer as something to measure, engineer, and prove.

12+
Years in SEO & data science
2022
Tracking LLMs since
2024
Founded WriteWorks
Our approach

How we work

Six principles that shape every workflow, feature, and customer programme we engineer.

Measure deeper

8 AI engines across 23+ regions, personas, and sentiment, with citation refresh up to every 24 hours. We name the engines, show the numbers, and use real units, not vibes.

Engineering-led

Engineering means precision, rigor, repeatability, and proof. We treat content as an instrumented system, not a creative gamble, then engineer the content that wins the answer.

Confident, not boastful

We say what we do, in plain English, with the numbers attached. No magical AI. No industry-leading, world-class, or revolutionary.

One closed loop

Track it. Engineer it. Win it. Prove it. Where monitoring tools stop at the dashboard, WriteWorks closes the loop, with the precision and 8-engine depth that make the lift provable.

Multi-engine depth

8 AI engines, 25+ AI crawler signatures, 23+ regions. The citation graph is fragmenting, not consolidating. We build for that reality.

Simplicity

We leverage vast data sources to create simple frameworks that work for growing brands. Complexity behind the scenes, clarity in front.

Journey

Our journey

Key milestones on the road from early LLM experiments to a full content engineering platform for AI search.

2022

Tracking LLMs from day one

When ChatGPT first surfaced, our team was already monitoring how AI engines described brands and shipping early citation experiments for client portfolios.

2024

WriteWorks founded

Nathan founded WriteWorks as a dedicated product, built to solve brand visibility inside the AI engines now shaping every buying decision.

2024

Citation measurement, v1

Shipped the first version of citation tracking across ChatGPT and Perplexity, before AI search had a name.

2024

Three AI-visibility scoring lenses

Released the editor with live AI Search, Discoverability, and Brand scoring on every draft, pass / warning / fail with inline suggestions.

2024

AI visibility tracking

Built the registry of 25+ AI crawler signatures and shipped the tracking pixel that classifies AI Citation, AI Training, and AI Indexing traffic.

2025

All 8 AI engines tracked

Engine coverage extended to ChatGPT, Claude, Gemini, Perplexity, Meta AI, Microsoft Copilot, Google AI Overviews, Google AI Mode.

2026

The four-pillar pipeline

Research, Plan, Create, Measure. The closed-loop content engineering pipeline shipped end-to-end.

Join us

Help us make every brand AI-visible

Whether you want to win the answer for your own brand, engineer AI search visibility across a client portfolio, or join the team building the category, we'd love to hear from you.

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