# Clear evidence for careful client work.

Canonical: https://llmcitely.com/about
Publisher: LLM Citely
Reviewed: 2026-10-31

LLM Citely is being built for GEO agencies, consultants and the teams responsible for turning AI search observations into client work.

Six platforms have passed local answer-and-source collection tests: ChatGPT, Gemini, Google AI Mode and Google AI Overviews for website answers; Perplexity and Claude for model API replies. Production rollout is pending. Region and search activity must be confirmed per sample before including it in comparable visibility metrics. [View platform readiness](https://llmcitely.com/platforms#platform-readiness).

## Why the workflow matters

A question, an answer, a source and an action often end up in separate places. LLM Citely brings those records into a client context so another person can inspect what was observed and understand the next step.

The product is designed around reviewable evidence and accountable delivery. [Explore the workflow](https://llmcitely.com/product) from question preparation to follow-up reporting.

## What is available in this preview

This preview includes buyer-question preparation, saved-answer review, source investigation, tasks, content editing and client delivery workflows. Public tools provide scoped local reviews and editable planning assets.

Collection adapters and additional integrations have separate validation states in [platform readiness](https://llmcitely.com/platforms#platform-readiness). Production acceptance is pending. [The demo](https://llmcitely.com/demo) uses clearly labelled illustrative data; it is not a market measurement.

## How we describe results

We keep missing coverage separate from a measured negative result, brand mentions separate from explicit citations and a before-and-after observation separate from a causal claim.

Read [the methodology](https://llmcitely.com/methodology) for the conventions and [the data and access overview](https://llmcitely.com/security) for current handling boundaries.

## Continue with the next step

- [Explore the workflow](https://llmcitely.com/product)
- [Read the method](https://llmcitely.com/methodology)
- [Review data and access](https://llmcitely.com/security)
- [See preview updates](https://llmcitely.com/changelog)

## Your next step

[Explore the workflow](https://llmcitely.com/demo)