Frequently Asked Questions

The real difference is where the engagement starts. A typical agency sells you a channel retainer first and diagnoses your problem later, inside the contract. Code Conspirators runs the C4 Score™ first, free, in 3 minutes, then builds the engagement around what it finds.

Note: "Typical agency" characteristics reflect general industry patterns observed across category-level research. Individual agencies vary significantly.

Most agencies lead with the service they sell. An SEO agency recommends SEO. An ads agency recommends ads. That's not necessarily wrong — but it means the diagnosis happens inside the scope of work, after you've signed, rather than before you've committed.

The C4 Score™ changes the sequence. Before we recommend anything, we identify which of the four growth layers — Convert, Compete, Capture, or Compound — is your biggest current leak. Sometimes it's SEO. More often it's conversion: the website that's getting traffic but not turning it into booked consultations.

Fixing the wrong layer first means paying for a campaign that drives traffic to a broken foundation. The C4 Score™ exists specifically to prevent that.

The C4 Framework is Code Conspirators' proprietary methodology for growing professional service firms. It sequences four growth layers in a specific order:

Convert. Fix the conversion foundation first. Turn the visitors you already have into booked consultations before adding more traffic.

Compete. Win the quiet comparison every prospect runs before they call. Reviews, GBP, and reputation signals that make you the obvious choice.

Capture. Scale visibility across search, local map results, and AI recommendations. Get found where your clients are already looking.

Compound. Connect the three layers into one system. Each one accelerates the others. The math changes from addition to multiplication: 2 × 1.4 × 5 = 14×.

The diagnostic itself is free and takes 3 minutes. It gives you a scored C4 assessment before any sales conversation happens.

The engagement cost depends on scope, and the scope is set by what the diagnostic finds, not by what we happen to sell. Published tier ranges are on our pricing page so you know the numbers before you talk to anyone.

We diagnose before we propose; most agencies propose first. A typical agency usually sells a channel retainer (SEO, ads, or content, etc.) before diagnosing the actual problem. We run the C4 Score™ first, free, then build your scope around what it finds.

Rarely, and when they do, it's usually not free or self-serve. Most agencies move from a sales call into a channel-specific proposal within days or weeks. Our diagnostic gives you a scored answer, your C4 Score™, in 3 minutes, before any sales conversation happens.

Because marketing and development often sit with separate vendors or separate internal teams. Handoffs between them are where work gets dropped. We run marketing and custom software development under one team, so nothing falls into a gap between two systems.

Ask what they diagnosed before they proposed anything. A vendor who leads with a specific channel often recommends what they sell, not necessarily your highest-value fix. A diagnostic-first approach names the actual leak (Capture, Convert, Compete, or Compound) before recommending a channel.

Quantified outcomes tied to named case studies, not vanity metrics like traffic alone. Some agencies report traffic or rankings without revenue context attached. Ask for revenue, caseload, or review-count numbers tied to a specific, named client result.

Nope. The C4 Score™ is free, takes under 3 minutes, and requires no credit card or sales call to see your results. You get a scored assessment of your Convert, Compete, Capture, and Compound gaps, and what fixing the biggest one is worth in revenue, before any conversation happens.

Yes. The C4 Framework (Convert, Compete, Capture, Compound) and the C4 Score™ diagnostic are proprietary to Code Conspirators. The methodology, the sequencing logic, and the scoring system were developed internally and are not licensed or offered through other agencies.

Answer Engine Optimization is the practice of structuring your website content, data, and architecture so that AI search systems — ChatGPT, Perplexity, Google's AI Overview, and others — can understand, parse, and cite your firm when generating answers to relevant queries.

When a potential client asks an AI assistant "best personal injury attorney near me" or "which financial advisor in Atlanta focuses on retirement planning," an answer comes back. That answer draws from structured data, content signals, review footprints, and authority indicators. AEO is the practice of making your firm's content easier for those systems to understand, trust, and surface when relevant. AI visibility is not guaranteed by any agency — the goal is to build the strongest possible foundation for it.

Traditional SEO optimizes for search engine ranking algorithms — keyword relevance, backlinks, technical performance, and page authority signals. AEO optimizes for AI comprehension and citation potential — structured data that AI can parse, content formatted to directly answer natural language questions, and authority signals AI systems use when evaluating sources.

The two are complementary. Strong traditional SEO creates the technical and authority foundation that AEO builds on. But AEO requires additional implementation steps — structured data markup, FAQ schema, comparison content, and answer-block formatting — that most SEO programs don't include yet.

No. AI visibility cannot be guaranteed by any agency — AI systems make their own determinations about which sources to surface and cite. What we build is the strongest possible foundation for it: structured data markup, FAQPage schema, comparison content, answer-block formatting, and the authority and review signals AI systems use to evaluate credibility.

Our goal is to make your content easier for AI search systems to understand, trust, and cite when relevant — not to promise specific placement outcomes we cannot control.

Your Google Business Profile is one of the primary data sources AI systems draw from when evaluating local professional service providers. Review volume and recency, category accuracy, NAP consistency, photo presence, and response patterns all feed into how AI systems assess your firm's credibility and relevance for local queries.

An unoptimized or incomplete GBP creates gaps in the data AI systems use — which means firms with better-optimized profiles are more likely to be surfaced in AI-generated answers for the same geographic and practice-area queries.

Based on our implementation experience, content that tends to be easier for AI systems to parse and cite includes: FAQ sections with clear question-and-answer structure, comparison pages that address "X vs. Y" queries directly, pages with FAQPage structured data markup, content that directly answers natural language questions in the first sentence, and pages with strong authority signals (reviews, citations, professional credentials).

This is why our CAPTURE layer includes structured data implementation, FAQ schema, and comparison content as standard components — not optional additions.

AEO visibility builds in parallel with content authority and structured data implementation — there is no fixed timeline because AI systems update their knowledge and citation patterns on their own schedules.

In our experience, technical fixes (structured data markup, schema implementation, crawlability) produce measurable search changes within weeks. AI citation visibility is harder to attribute directly but tends to build alongside the same authority signals that improve traditional search rankings — reviews, backlinks, content depth, and topic authority. We monitor leading indicators monthly and report what's measurable.

AEO is relevant across all professional service verticals. Consumer-facing queries like "best dermatologist near me," "workers' comp attorney Atlanta," and "financial advisor for retirement planning" are increasingly being answered by AI systems drawing from review profiles, structured content, and local authority signals — not just ranked search results.

For medical practices and law firms specifically, AI-generated recommendations are appearing in searches that previously went only to map pack and organic results. Early optimization for those queries creates an advantage that compounds as AI search behavior grows.