94%
of B2B buyers use AI tools during vendor research.
Source: WebFX
Own the Topic. Get Cited. Drive Revenue.
The goal isn't to publish more content. It's to become the source that ranks and gets cited. We engineer content designed for both.
Build Your Topical Authority
The Problem
More Content Won't Save You. That's the Problem.
Volume doesn't win anymore. Owning the topic does, the specific questions buyers ask Google and AI, answered with depth competitors can't replicate.
58%+
of searches end without a click.
Source: abmagency
+22–37%
visibility boost for content with structured elements.
Source: The Digital Bloom
The Solution
Content Engineered to Rank on Search and Get Cited by AI
A continuous engine for building the authority that drives rankings, citations, and qualified pipeline.
PHASE 1
Find What's Worth Creating
Topical authority starts with knowing what to own. Map buyer intent, structure topics, identify gaps, and prioritize by business impact.
PHASE 2
Build Content That Owns the Topic
Create comprehensive, interconnected content that signals deep expertise. Every piece strengthens your cluster, builds internal links, and compounds authority over time.
PHASE 3
Optimize for Search & AI
Fine-tune every piece for maximum visibility across traditional search and AI-powered discovery. Ensure your content is the answer engines surface first.
Phase 01
Find What's Worth Creating
Topical authority starts with knowing what to own. Map buyer intent, structure topics, identify gaps, and prioritize by business impact.
01
Map What Buyers Ask AI
The engine analyzes real prompts across ChatGPT, Perplexity, and Claude, the exact questions your buyers ask, mapped to your category and buying journey.
02
Build Your Topical Map
Questions clustered into topic groups, mapped to your buying journey, and structured into the topical architecture needed to own each conversation.
03
Get Your Mention Confidence Score and Prioritize by Impact
Each topic is scored with a Mention Confidence Score (MCS): the probability that AI will cite your content when buyers ask. The engine audits your existing coverage, flags what's missing or thin, and prioritizes every gap by business impact.
01
Map What Buyers Ask AI
The engine analyzes real prompts across ChatGPT, Perplexity, and Claude, the exact questions your buyers ask, mapped to your category and buying journey.
02
Build Your Topical Map
Questions clustered into topic groups, mapped to your buying journey, and structured into the topical architecture needed to own each conversation.
03
Get Your Mention Confidence Score and Prioritize by Impact
Each topic is scored with a Mention Confidence Score (MCS): the probability that AI will cite your content when buyers ask. The engine audits your existing coverage, flags what's missing or thin, and prioritizes every gap by business impact.
Phase 02
Build Content That Owns the Topic
From detailed briefs to expert-verified content. Depth and structure that proves you own the subject.
01
Content Structure Brief
Every piece starts with a detailed brief covering target queries, semantic structure, depth required, and how it fits your topical architecture. Writers execute, they don't guess.
02
Expert Interview
No writing required from your team. The platform interviews your subject-matter experts, extracts their unique insights, and turns conversations into content that reflects real experience AI can't replicate.
03
Publish & Export
Content created from briefs and expert insights, built on semantic relationships for comprehensive coverage. Every piece passes SME review for accuracy, depth, and brand voice before publishing.
01
Content Structure Brief
Every piece starts with a detailed brief covering target queries, semantic structure, depth required, and how it fits your topical architecture. Writers execute, they don't guess.
02
Expert Interview
No writing required from your team. The platform interviews your subject-matter experts, extracts their unique insights, and turns conversations into content that reflects real experience AI can't replicate.
03
Publish & Export
Content created from briefs and expert insights, built on semantic relationships for comprehensive coverage. Every piece passes SME review for accuracy, depth, and brand voice before publishing.
Phase 03
Optimize for Search + AI
Internal linking, schema markup, and dual-algorithm optimization. Content engineered to rank and get cited.
01
Internal Linking Strategy
Automated internal linking recommendations based on topical relationships. Every new piece strengthens your cluster, builds context for search engines, and helps AI understand topic ownership.
02
Schema Markup & Structured Data
JSON-LD structured data engineered for SERP features and AI citations. Markup that tells search engines and AI platforms exactly what your content covers and why it's authoritative.
03
Dual-Algorithm Optimization
Content fine-tuned for both traditional search ranking and AI-powered discovery. Ensure your content is the answer engines surface first, whether through a SERP result or an AI citation.
01
Internal Linking Strategy
Automated internal linking recommendations based on topical relationships. Every new piece strengthens your cluster, builds context for search engines, and helps AI understand topic ownership.
02
Schema Markup & Structured Data
JSON-LD structured data engineered for SERP features and AI citations. Markup that tells search engines and AI platforms exactly what your content covers and why it's authoritative.
03
Dual-Algorithm Optimization
Content fine-tuned for both traditional search ranking and AI-powered discovery. Ensure your content is the answer engines surface first, whether through a SERP result or an AI citation.
Topical Authority Gets You Seen. Getting Cited Takes More.
Visibility earns attention, but retrieval and trust determine if you get cited consistently across AI systems. Our engines ensure both.
Crawl Assurance Engine
Engineers content that gets ranked and cited. Builds the topical authority that drives visibility signals to conversion.
Learn more
Trust Signal Engine
Builds authority signals AI platforms use to rank sources. Powers credibility signals through trust and sentiment.
Learn moreSee Where Your Topical Authority Breaks Down
Get a prioritized view of the gaps in your topic coverage, entity depth, and content structure — along with exactly what to build next.
Build Your Topical AuthorityLearn More
Frequently Asked Questions
Each pillar measures a distinct dimension of your ability to capture demand across search and AI.
We already publish a lot of content. Why do we need this?+
Volume doesn't equal authority. Publishing more content without strategic structure often dilutes your topical authority rather than building it. The Topical Authority Engine maps buyer questions, identifies gaps, and creates content engineered to own topics, not just fill a calendar.
How does the engine know what buyers are asking AI?+
We analyze real prompts and queries across ChatGPT, Perplexity, Claude, and other AI platforms. This gives us insight into the actual questions buyers ask during their research process, mapped to your specific category and buying journey.
We already have a content team. How does this fit?+
The engine works alongside your team. We handle the strategic architecture, topic mapping, gap analysis, brief creation, and optimization, while your team focuses on execution and brand voice. For expert interviews, we extract insights directly from your SMEs without requiring them to write.
What about our existing content?+
The engine audits your existing content against the topical map. We identify what's working, what needs updating, and what's missing. No wasted effort recreating content that already covers a topic well.
How do you prevent AI slop?+
Every piece goes through subject-matter expert review before publishing. AI assists with drafting, but humans verify accuracy, depth, and brand voice. Real authority requires real expertise, we never ship content that hasn't been verified.
How long until we see results?+
Most clients see measurable improvements in AI visibility within 60-90 days. Full topical authority development typically takes 4-6 months depending on the scope of your category and existing content foundation.
What do I see in the platform?+
The dashboard shows your AI Visibility Score, citation tracking, content performance, and progress over time. You'll see exactly which content is getting cited, where you rank for buyer questions, and how your authority is growing.