The platform

The Cognos platform.Nine tools that get you cited by AI.

Cognos finds the questions buyers ask AI, fixes what stops crawlers reading you, publishes the pages that answer those questions, and tracks whether the answer changed. Every capability below is a working part of that one system.

Book an AEO Audit See the managed services

One engine
Operated by our team
From $1,500 / month

Signal

Find the questions, and watch the answers

What buyers ask the models, and what the models say back today.

Query Fan-Out Discovery

Map the questions a model asks before it answers

We generate the full tree of sub-questions a model retrieves against before answering, then score every branch by commercial value and difficulty to produce the publishing plan.

AI Search Tracking

See where you get cited across AI answers

We run your priority questions against ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews on a schedule, store the full responses, and track citation movement as a trend line.

Foundation

Make the site readable to machines

Crawl, render, and structured data, so a model can parse who you are.

Technical Optimization

Clear the blockers that keep crawlers out

Continuous scanning across crawl access, rendering, structured data, speed, and Core Web Vitals, with fixes implemented on our side and blockers caught in days.

Entity & Schema

Make machines certain about who you are

One connected entity graph across your site with stable identifiers, plus off-site fact consistency so every source agrees on who you are.

Reach

Publish, and get corroborated elsewhere

The pages, profiles, press, and links a model can cite.

AEO Content Engine

Publish against the branches worth owning

Articles briefed from the scored fan-out map, structured so a model can lift a clean answer, and cleared through a scoring pipeline before anything publishes.

Business Profile

Keep the local answer accurate and active

Your Google Business Profile kept complete and correct, with posts on a regular cadence and categories matched to what your site actually sells.

Digital PR & Citations

Earn the third-party sources models trust

Monthly press releases built on real developments and placed where they get crawled, surrounded by citations that repeat the same core facts about who you are.

Loop

Rewrite what slipped, report what moved

The part that keeps working after launch month.

Optimization Loop

Published work gets stronger, not stale

We revisit published work against current model behavior, rewrite what lost ground, and reinforce what's winning, so published pages never go stale.

Reporting

One weekly view you can hand upward

A live dashboard plus one weekly document showing prompt-level citation movement, what shipped, what it changed, and what's next, written to be forwarded rather than decoded.

How the parts fit together

One sequence, running continuously.

Find the questions

We map the questions your buyers ask AI, and score which ones are worth winning.

Fix the site

Technical work and schema so an AI crawler can read your pages and know what you are.

Publish the answers

Articles, profile posts, and press, so your claim shows up in more than one place.

Track and rewrite

We check the answers continuously and rewrite whatever slipped.

Your team doesn't run the software. Ours does.

You get the work, a live dashboard updated regularly, a weekly report showing what moved, and a biweekly call with your strategist. Nothing for your team to manage.

Book an AEO Audit