Enterprise Answer Engine Optimization

Found. Cited. Trusted across ChatGPT. Perplexity. Claude. AI Overviews.

There are three ways to win answer-engine visibility. You can hire it, rent it off the shelf, or have it built for you. We are the only AEO operator that builds, a custom Answer Engine wired to your business and nothing it doesn't need.

An independent practice, operating in search since 1997.
PTPrompt Tracker · Citation Share
Live
Q1 2026 · Enterprise Translation Category
ChatGPT
64%
Perplexity
52%
Claude
71%
AI Overviews
58%
Top-3 Share, Last 90d
61% ↑ 18 pts
The Shift

Enterprise buyers now get their shortlist from AI answer engines, often without ever clicking through.

A CMO, GC, or Head of Marketing asks an AI engine which vendors are best. A shortlist forms before your brand enters the conversation. The cost of invisibility compounds every month it goes unaddressed. The unit of measurement has changed from rank to citation.

Sources: Pew Research 2024, Search Engine Land 2025
0%
of queries now surface an AI Overview
0%
click a traditional result after seeing an AI summary
0
major engines deciding who gets cited
0
the year we started building for retrieval shifts
Your Three Options

There are three ways to win AEO. Only one is built around you.

Most companies land on one of the first two and live with the compromise. Here is the honest version of each.

Option 01

Hire it in-house

Build the capability yourself
  • High fixed cost before a single result lands.
  • Capped at the knowledge of one person.
  • That knowledge walks out the door when they do.
  • No tooling until you buy or build it anyway.
Option 02

Buy off the shelf

Rent a one-size-fits-all tool
  • Does roughly 60% of what you actually need.
  • Wrong fit, and expensive for the fit you get.
  • Steep learning curve before value appears.
  • Constant frustration forcing it to your workflow.
Recommended Option 03

We build it for you

A custom, orchestrated Bespoke Answer Engine
  • Built on MCP architecture, wired to your data and systems.
  • Does everything you need and nothing you don't.
  • Orchestrates every AEO capability as one engine, not eight tools.
  • Owned infrastructure that compounds, not a campaign that ends.
How the engine works
Option 03 · The Differentiator

The Bespoke Answer Engine. Your AEO brain, built.

An off-the-shelf product optimizes a fragment. A single hire optimizes whatever they happen to know. A Bespoke Answer Engine is a custom cognitive architecture that orchestrates your entire answer-engine presence, citation monitoring, content, entity work, competitive radar, wired into one system tuned to your business.

We build it on Model Context Protocol so the engine reads your live data and acts inside your stack, not bolted on from the outside. Every AEO deployment is governed by the same equation:

Retrieval Readiness× Corpus Richness× Intent Alignment

Generic tools optimize the first two and leave intent to chance. The engine scales all three at once, which is why it outperforms a smarter model running on fragmented alignment.

Explore the Bespoke Answer Engine
The Building Blocks

The parts we assemble into your engine.

Eight productized capabilities. Six proprietary tools, in active use across every engagement. You don't pick from a menu, we assemble the right ones into your roadmap. This is the proof we already build and run AEO at scale.

8 Capabilities
6 Proprietary Tools
01 · Foundation

AEO Intelligence Engine

Proprietary citation monitoring across the four major answer engines, weekly vs. named competitors.

Day One
02 · Foundation

Research Engine

Original-data-as-a-service. Flagship study, vertical cuts, continuous repurposing.

Day One
03

Direct-Answer Content Engine

Schema-marked, direct-answer pages mapped to your question-intent coverage.

Day One
04

Entity & Corpus Presence

Wikipedia, Wikidata, executive-quote consistency, buyer-research community monitoring.

Tailored
05

Technical AEO Audit

Recurring crawl, schema, and rendering health. 48-hour regression detection.

Tailored
06

Executive Thought Leadership

Podcast and video booking, transcript publication, category co-occurrence tracking.

Tailored
07

Competitive Response Intel

Always-on competitor radar with automated response recommendations to your stakeholders.

Ongoing
08

AEO Operating Rhythm

The operating cadence as a platform. Quarterly research, monthly content, weekly monitoring.

Ongoing
Tool

EditRight

Editorial QA that ships content with confidence, catching factual and misleading-claim risk pre-publish.

Learn more →
Tool

AEO & GEO Optimizer

Restructures content so AI engines extract it cleanly. Answer-first rewrites at scale.

Learn more →
Tool

Prompt Tracker

Citation share, weekly, across every engine that matters, with competitor benchmarks built in.

Learn more →
Tool

Research Engine

Original data packaged for the citation economy. One white paper, 10+ findings, repurposed.

Learn more →
Tool

Content Gap Engine

The high-intent questions buyers ask that you haven't answered, plus the brief to close them.

Learn more →
Tool

Quick Wins Engine

Cross-references GA4, Search Console, and SEMrush to surface keep/kill/consolidate calls weekly.

Learn more →

Every engagement is bespoke. Clients pay for deployment, not invention.

Proof

Real engagements. Real numbers.

#1
TransPerfect

From outside the top 20 to #1 for "legal translation." Organic traffic +39%, lead gen +25%, powered by the AEO Optimizer plus a Quora/Reddit citation strategy.

20 hrs
SHRM

Saved per content brief. A custom Research + Content Gap engine cut brief production from days to hours across competitive verticals.

+45%
Rivia Mind

Domain authority across five state markets. Organic traffic +65%, top-3 rankings in every operating state, with citations feeding retrieval now and training later.

Why 1997 Matters

We saw the last three retrieval shifts. We started building for this one before it had a name.

Every algorithm change, every retrieval shift, every wave of platform disruption, we have been inside it. That history is why our day-one stack is six capabilities deep instead of a roadmap.

1997
Founded as one of the first dedicated SEO practices.
2009
Universal Search. Moved early into local, image, video.
2015
Featured Snippets. First wave of zero-click content.
2019
BERT. Passage-level thinking into the practice.
2023
First in-house AEO tools shipped.
2026
Eight-capability stack and bespoke engines live.

Let's see where your brand stands today.

30 minutes. We'll pull your current citation share on a few competitive queries before we meet, so the conversation starts with data, not slides.

Book a Discovery Call