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The platform

The automation that does the work.

Most GEO tools stop at a dashboard. We built the full pipeline — a multi-engine tracker and an action layer of agents that generate the content, schema, programmatic pages, and distribution that move your numbers. Engineered for rigor, tuned for each client, running every day.

Put it to work on your domainSee the methodology

From prompt to published, end to end

  1. 01

    Prompt corpus

    200–500 buyer-intent prompts, planned + human-reviewed

  2. 02

    Multi-engine runner

    Parallel workers, 5 engines, sampled 3×+

  3. 03

    Parser agent

    Structured extraction of every signal

  4. 04

    Aggregator

    Daily / weekly rollups → AI Share of Voice

  5. 05

    Action layer

    Content, schema, pages, distribution

The agent stack

Ten agents, one outcome: you win the answer

Each agent is a reusable building block. Together they’re a system no spreadsheet-and-consultant approach can match — and the same foundation extends to content operations, internal knowledge agents, and support automation when you’re ready.

A01

Prompt Corpus Generator

Planner agent

Give it a domain; it generates 200+ buyer-intent prompts across problem-, solution-, brand-, and comparison-aware intent. A human reviews and tags every one.

A02

Multi-Engine Runner

Async workers

Parallel workers query ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews multiple times per prompt — because single samples lie.

A03

Parser Agent

Structured output

One cheap, fast call per response extracts brand mentions, sentiment, answer position, recommendation strength, competitor mentions, and citation URLs into clean JSON.

A04

Citation Source Analyzer

Mapper + scraper

Maps which URLs each engine cites and scrapes them, revealing the ~20 sources that drive most citations in your category.

A05

Content-Gap Agent

Comparative analysis

Finds the topics and prompts where competitors get cited and you don’t — your prioritized content backlog, ranked by impact.

A06

Content Brief & Draft Agent

Generation

Takes a low-visibility prompt, analyzes the top-cited sources, and drafts a brief — or a full piece — built to match what LLMs reward.

A07

Schema Generator

Crawler + JSON-LD

Crawls your site and generates structured data per page type, making every page machine-readable for crawlers and answer engines.

A08

Programmatic Page Generator

Data → pages

Turns structured data into thousands of entity-rich, extractable pages — the same engine that built the location and industry pages on this very site.

A09

Distribution Agent

Drafts for review

Drafts contextual answers for Reddit, forums, and comparison pages in your voice, queued for human approval — earning presence in trusted sources.

A10

Aggregator & Alerting

Rollups + signals

Rolls everything into share-of-voice trends and fires Slack and email alerts when positioning shifts or a new competitor appears.

We eat our own cooking

This site runs on the same engine.

The 16 location pages and 8 industry pages on this site weren’t hand-written — our programmatic page generator built them from structured data, complete with schema and extractable content. The site itself ships llms.txt, full JSON-LD, and AI-bot-friendly robots rules. If we couldn’t do it for ourselves, we wouldn’t sell it.

See the location pagesSee the industry pagesView our llms.txt

Want this pointed at your category?

We’ll run your domain through the full pipeline and send back a free one-page snapshot of where you stand.

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