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AI Playbook Hub

The B2B Marketer's Guide to AI-Driven Growth

Benchmarks, frameworks, and tools — everything you need to win in the age of AI search and answer engines.

~15%Avg B2B agency AI citation rate (industry)
42Queries tracked monthly across ChatGPT, Gemini & Perplexity
30%Where AI citation rates are headed by end of 2026
7Standalone playbook modules — each actionable on its own
Playbook Modules

Pick Your Growth Play

Each module is a standalone resource — benchmarks, frameworks, or deep-dives you can act on immediately.

Benchmark Report
AI Citation Benchmark

AI Citation Benchmarks for B2B Marketers

How does your brand appear when buyers ask ChatGPT, Perplexity, or Gemini? See how you stack up against the industry.

Read benchmark →
Framework
GrowthMap Framework

GrowthMap™ — The 90-Day Digital Growth Framework

O8’s structured system for identifying and capturing your highest-leverage growth opportunities in 90 days.

Explore the framework →
SEO Guide
AEO Playbook

Answer Engine Optimization: The Complete Playbook

How to get your content cited in AI tools. Covers entity optimization, structured data, source authority signals, and more.

Read AEO playbook →
Comparison
Agency Comparison

O8 vs Traditional Agencies: What the Data Shows

Side-by-side comparison of AI-enhanced vs. traditional agency approaches — speed, ROI, AI visibility, and reporting transparency.

See the comparison →
Free Download
Starter Kit

AI Marketing Starter Kit: Templates + Checklists

AEO checklist, content audit template, AI visibility scorecard — all free to download, no gate.

Get the kit →
Case Studies
Case Study Library

Case Study Library: Proof Over Proclamation

Real engagements, real outcomes — browse O8 work by category across SEO, demand gen, CRO, and higher ed.

Browse case studies →
Free Tool
AI Audit Tool

AI Search Visibility Audit

See how visible your brand is in AI-generated search results. Enter your domain for an instant snapshot — powered by O8 Intelligence.

Run your audit →
AI Citation Share of Voice — B2B Agency Category
Live data • 44 queries • 5 AI engines • August 2026
O8 Agency5.0%
IronPaper2.7%
WebFX2.3%
SmartBug Media2.3%
OuterBox1.8%
Ignite Visibility1.8%
Sagefrog1.8%
Revenue River0.9%
Brafton0.5%
Directive0.5%
Data: O8 AEO monitoring system, scan of 11 August 2026 — 44 tracked queries across ChatGPT, ChatGPT Web, Gemini, Perplexity, and AI-powered web search. Composite share of voice = average citation rate across all 5 engines. Two consecutive scans (30 July and 11 August 2026) show the same pattern: engines now name far fewer vendors per answer, so category-wide citation density is materially lower than in earlier snapshots. Figures are comparable across these two scans but not to pre-July measurements.
O8 Engine Breakdown

Where AI Engines Cite O8 Today

We track our own citation rates across every major AI platform — the same system we deploy for clients. Here’s where O8 shows up right now, and where the gaps are.

Perplexity
11.4%
Web Search (AI)
9.1%
ChatGPT Web
4.5%
ChatGPT & Gemini
0.0%

Search-connected engines cite us most often, because they can read what we publish. ChatGPT and Gemini answer from training data alone, so newer and regional brands take longer to surface there — we’re building citation history on both as our content authority compounds.

44
Queries tracked
5
AI engines
11
Citations won
Comparison

AI-Enhanced vs. Traditional Agency Approach

We built this table because buyers asked. Here is an honest look at how the models differ.

Capability O8 (AI-Enhanced) Traditional Agency In-House Team
AI citation tracking✓ Monthly monitoring✗ Rarely offeredSometimes
GrowthMap 90-day system✓ Proprietary✗✗
Automated reporting✓ Weekly + real-timeMonthly PDFsVaries
AEO / Answer Engine Optimization✓ Core offeringNot yet mainstreamEmerging
Transparent pricing✓ Fixed-scope SOWsVaries✓ Salaries
Digital PR automation✓ HARO + outreachManual only✗ Capacity limits
Time to first results✓ 4–6 weeks3–6 months6–12 months