One-Time Diagnostic — No Retainer Required
Authority Audit

AI Citation Audits

Your content is invisible to ChatGPT, Perplexity, and Claude. We show you exactly why and how to fix it.

Entity Foundation Audit

Domains under 24 months OR businesses with under 20 articles

$199

What you get: Technical foundation validation + citation-ready content roadmap

Best for: Early-stage companies building AI visibility from scratch

Get Foundation Audit →
Citation Gap Analysis

Domains 24+ months with 20+ articles and off-site presence

$499

What you get: Complete citation architecture validation + competitive benchmark

Best for: Established companies publishing regularly but not seeing citations

Get Gap Analysis →
The Authority Audit applies our framework as a diagnostic lens to your current setup. The report shows you exactly where you stand — including what’s already working — whether you engage us for remediation afterward or not. You own the findings.
Choose Your Audit

Which Audit Do You Need?

Foundation Audit Gap Analysis
Domain Age Under 24 months 24+ months
Content Volume Under 20 articles 20+ articles
Off-Site Presence Minimal or building Established backlinks/mentions
Primary Focus Build citation infrastructure correctly Identify gaps in existing architecture
Competitive Benchmark Not included Shows where competitors capture citations you don’t
Price $199 $499
Delivery 3 business days 5 business days
Deliverables

What You Get

Entity Foundation Audit

$199

Core Focus: Validate your technical foundation before you build a content library

01

Entity Architecture Validation

Knowledge graph presence, schema markup, entity relationships.

02

Citation-Ready Content Roadmap

Which topics to write first and how to structure for AI retrieval.

03

Technical Infrastructure Checklist

Crawl setup, sitemap configuration, robots.txt validation.

04

Target Query Map

Buyer questions to target with your first 20 articles.

05

Implementation Guide

Step-by-step setup with code examples.

What’s NOT included:

Competitive analysis (not enough content to compare yet) — Existing content audit (you don’t have a library to audit)

Citation Gap Analysis

$499

Core Focus: Find exactly where you’re losing citations to competitors

01

Citation Architecture Audit

Complete validation across entity foundation, content infrastructure, retrieval optimization, and competitive positioning.

02

Competitive Citation Benchmark

Your visibility vs 3 competitors across key buyer queries in your niche.

03

Blocker Analysis

Every issue preventing citations, ranked by impact with estimated fix time.

04

90-Day Priority Roadmap

Sequenced action plan based on technical dependencies.

05

Citation Opportunity Map

Specific queries where you should be cited but competitors are instead.

06

Implementation Guide

Detailed fixes with code snippets and validation methods.

07

30-Minute Walkthrough Call

Review findings and answer implementation questions.

What Foundation Audit doesn’t include:

Full architecture validation — Competitive benchmark — Content library audit — Walkthrough call

Process

How It Works

1

Choose Your Audit

Fill out intake form with your domain, target topics, and competitive set (if applicable).

2

We Audit Your Citation Architecture

Foundation Audit → 5 business days Gap Analysis → 7 business days
3

Report + Implementation Guide

PDF report delivered via email with step-by-step fixes.

Gap Analysis tier includes 30-minute walkthrough call.

The Problem

You're Publishing Content. AI Platforms Aren't Citing It. Why?

Most companies treat AI citation like SEO circa 2005—throw content at the wall and hope Google (now ChatGPT, Perplexity, Claude) notices. But AI citation operates on a different stack entirely. You're not just competing for rankings. You're competing for retrieval, extraction, and accumulation across four interdependent layers.

The problem isn't your content quality. It's your signal architecture.

"We rank on Google but ChatGPT never cites us"

You have SEO but your content isn't structured for AI retrieval and extraction. The audit identifies the specific structural gaps.

"Perplexity cites our competitors, not us"

You lack citation-ready structure. Your content doesn't have extractable, parseable claims that AI systems can confidently reference.

"We don't even know where we stand"

You’re flying blind. No one’s measuring your citation architecture—from entity foundation to content structure to retrieval signals.

The Authority Audit analyzes your complete citation architecture—from entity foundation through content structure—and gives you a prioritized roadmap to fix what’s broken.

Ideal For

Who This Is For

Sub-$500K ARR SaaS founders

Invisible to AI engines right now. Building content but not seeing AI citation. Need to understand why before spending more.

Marketing teams with existing content

Already producing articles but not appearing in Perplexity or Google AI Overviews. Need a structural diagnosis, not more volume.

Founders evaluating AI Citation

Heard about AI Citation Engineering. Not sure if it applies to your category or domain. The audit answers that before you commit to a monthly programme.

FAQ

Common Questions

Citation Gap Analysis. Domain maturity + off-site presence matter more than hitting exactly 20 articles. If you have established authority and backlinks, you need competitive gap analysis, not foundation building.
Entity Foundation Audit. Domain age under 24 months means your entity is still establishing trust signals with AI systems. Get the foundation validated first, even with higher article count.
Yes. Citation Gap Analysis identifies technical blockers, content structure issues, and competitive gaps preventing AI systems from citing your work.
The competitive benchmark requires sufficient content to compare architecture differences. Under 20 articles, the comparison isn’t meaningful. Build your library first, then run Gap Analysis.
Yes. When you reach 20+ articles, run Gap Analysis and we’ll credit your $199 toward it. You pay $300 for the upgrade.

Yes. If you purchase either audit tier and sign a Foundation, Growth, or Authority retainer within 60 days of audit delivery, the full audit fee is credited against your first month. The audit becomes the onboarding diagnostic rather than a separate cost.

Miss the delivery deadline (5 or 7 days) — full refund. Audit doesn’t provide at least 10 actionable fixes — full refund.
No. The audit is diagnostic. For execution, see our monthly retainer packages (Foundation $899/mo, Growth $1,699/mo, Authority $2,999/mo).
Decision Guide

Still Not Sure Which One?

Choose Entity Foundation Audit if…

  • Domain is under 24 months old, OR
  • You have fewer than 20 published articles, OR
  • Minimal off-site presence (few backlinks, no industry mentions)
  • Want to build citation architecture correctly from day one
Get Foundation Audit →

Choose Citation Gap Analysis if…

  • Domain is 24+ months old, AND
  • You have 20+ published articles, AND
  • Significant off-site presence (backlinks, industry mentions, authority)
  • Publishing regularly but AI systems aren’t citing you
  • Competitors appear in AI responses but you don’t
Get Gap Analysis →

Still not sure? Email us your domain — we’ll tell you which audit makes sense.