Generative Engine Optimization

The Room You're Not In

There's a conversation happening about your brand right now that you can't see, don't know is happening, and aren't controlling. It's happening inside ChatGPT, Perplexity, Claude, Gemini — and the AI tools embedded in every platform your buyers already use.

0%
of B2B buyers use LLMs during their buying process
6sense 2025
0%
of winning vendors were on the buyer's day-one shortlist
6sense 2025
0%+
monthly growth in AI-generated B2B traffic
Forrester 2025
0%
decline in analyst report consultation since 2022
Forrester 2025
That second number deserves emphasis. By the time a buyer reaches out, the shortlist is essentially set. If your brand isn't in the AI-generated answer that shaped it, you weren't in the room where the decision started — and you'll likely never know you were excluded.

This is not an SEO problem

SEO makes you an option. GEO makes you the authority.

The most common reaction to the AI search shift is to assume existing SEO will cover it. It won't. Large language models process, select, and present information in a fundamentally different way.

Yesterday's playbook

Traditional Search
(Google)

Query processing
8–10 sub-searches per query, pulling real-time web results.
Results format
A ranked list of links. The user clicks through to sources.
Citation sources
Your website can rank directly. SEO controls your visibility.
Measurement
Deterministic rankings. Positions you can track over time.
Optimization
Keywords, backlinks, technical SEO. A well-established playbook.
Today's reality

LLM Platforms
(ChatGPT, Perplexity, Claude)

Query processing
1–2 sub-searches. Often answered from training data alone.
Results format
A synthesized narrative answer. No ranked list to click through.
Citation sources
Cites Gartner, G2, review sites. Your site is rarely cited directly.
Measurement
Non-deterministic. The same prompt can yield different answers.
Optimization
Content structure, third-party presence, brand signals. A new playbook.

If you haven't told the story of your brand clearly and currently, the LLM will piece it together from whatever it can find. You're not just invisible. Someone else is writing your brand's narrative for you.

— BOL Senior Strategist

Most agencies responding to this shift are doing one of two things: treating GEO as a minor extension of their existing SEO work (it isn't), or chasing broad AI consulting that sounds impressive but doesn't connect to pipeline. Neither addresses the actual problem — and your buyers are making decisions right now.

How BOL Does GEO

Three Ways We Help

Top of funnel

New Business Visibility

Are you showing up when potential buyers ask AI for recommendations in your category?

  • Identify the 20–30 prompts your buyers actually use
  • Monitor visibility daily across ChatGPT, Perplexity, Gemini, Claude, Copilot
  • Track consistency over weeks and months — not rank position
  • Build query-fan-out content aligned to AI retrieval patterns
  • Citation opportunity roadmaps with competitor benchmarking
Mid funnel

Brand Accuracy

When buyers ask AI about your brand specifically, is it getting the story right?

  • Audit what LLMs are currently saying about your brand
  • Correct outdated pricing, positioning, and capability gaps
  • Digital PR on the third-party sites LLMs cite most
  • LLM-centric technical SEO — fix what blocks correct interpretation
  • Don't let Reddit define you
Post-purchase

User Experience

Are LLMs giving your existing customers correct guidance on how to use your product?

  • Monitor what AI says about your product how-tos
  • Flag outdated docs being surfaced as current
  • Publish current use cases, version-labeled clearly
  • Reduce support load and protect the trust you've earned
  • Keep AI helping your customers — not confusing them

When a buyer asks an AI, "Who does this well?" your brand appears by name.

How we measure it (honestly)

Ranking is the wrong metric.

LLM results are non-deterministic — the same prompt can produce different answers on different days. That breaks every assumption SEO measurement is built on, and most agencies don't have a real answer for it.

BOL's measurement is built for this reality. Rather than tracking rank position, we monitor consistent visibility across large prompt sets over time. The question isn't "are we #1?" It's: are we showing up reliably and accurately across the prompts our buyers and customers are most likely to use — and is that visibility improving?

What we report on instead

Citations and mentions across major AI platforms
Direct traffic from AI-generated summaries
Conversion and pipeline from LLM traffic
AI Overview rankings and share of AI voice

Tangible, measurable signals of influence.

Why BOL

GEO is the entry point.
It's not the whole story.

GEO addresses the most urgent gap in B2B marketing right now. Its real value shows up when it connects to the full go-to-market motion.

01

Technical depth few agencies have

Query fan-out, vectors, chunking, cosine similarity, schema, retrieval patterns. Not buzzwords — the new table stakes. BOL is one of the first agencies to operationalize them.

02

GEO + SEO as one system

Good GEO is good SEO with important additions. They can't be executed in separate silos. We run them as a single, integrated discipline — which is how the work actually compounds.

03

An AI-led growth marketing architecture

GEO connects to BOL's full Accelerated Confidence and AI Maturity Model — so you can move from early AI wins to differentiation to a full AI-led GTM motion.

04

Industry-leading AI agents and RAG framework

From daily competitor monitoring to search agents that surface category movements, BOL applies cutting-edge AI infrastructure to content and search strategy — not just consulting decks about it.

GEO is where the urgency is. Your go-to-market is where the value compounds. BOL connects both.

BOL has spent 25 years building integrated B2B growth capabilities — creative, media, SEO, ABM, demand, brand, measurement, all under one team. GEO is the newest expression of the same instinct: seeing what's coming, building real expertise before the market catches up, and connecting it to pipeline, revenue, and the confidence to prove it to the board.

What confidence looks like

Walk into your next board meeting
knowing exactly how you show up.

Knowing your narrative is accurate. Knowing you're on the shortlist before the first sales call. Knowing your AI strategy is connected to real business outcomes — not floating in a vacuum. That's what GEO delivers when it's done right. Not hope. Not theory.

Buyers are shifting
From search queries to conversational prompts
Visibility is shifting
From SERPs to AI-generated summaries
Authority is shifting
From backlinks to citations by intelligent systems

If you don't train the machines,
someone else will.

That's BOL. Accelerated Confidence.

What confidence looks like

Walk into your next board meeting knowing exactly how you show up.

Knowing your narrative is accurate. Knowing you're on the shortlist before the first sales call. Knowing your AI strategy is connected to real business outcomes — not floating in a vacuum. That's what GEO delivers when it's done right. Not hope. Not theory.