The Topic Intelligence platform brings several distinct capabilities together into an integrated content intelligence operating system. Each capability addresses a specific layer of the content marketing challenge — AI search visibility, attribution, topical authority analysis, competitive intelligence — and the integration between them is where the strategic value emerges. This 2026 guide walks through the Topic Intelligence platform features in detail.
For background, see what is topic intelligence.
GEO Search: AI Visibility Tracking
GEO Search tracks the brand’s visibility across AI search systems — ChatGPT, Claude, Gemini, Perplexity, and the AI-driven layers of Google. The capability answers:
- For the topics that matter to our brand, are AI systems citing us?
- When AI systems answer questions in our category, what sources do they cite?
- How is our citation footprint changing over time?
- Where are our biggest citation gaps relative to competitors?
- What characteristics of cited sources distinguish them from non-cited sources?
The data structure includes prompt-level analysis (specific prompts representative of category queries), citation tracking by AI platform, source comparison across the brand and competitors, and topical breakdown of citation patterns.
For brands operating in categories where AI search is becoming a meaningful traffic source, GEO Search is the primary visibility tracking system.
Attribution Without Chaos
Content attribution has been a perpetual content marketing challenge — connecting specific content investment to specific outcomes despite multi-touch, multi-channel, long-time-horizon complications. Attribution without chaos is the platform’s approach to making attribution operationally useful rather than abstract.
The attribution layer connects:
- Content pieces to traffic outcomes. Which specific content drives traffic, segmented by source (organic search, AI search, direct, referral, social).
- Content pieces to engagement outcomes. Time on page, conversion event correlation, downstream content engagement.
- Topical investment to authority signals. Sustained content investment in a topic area correlates with measurable authority signals — citation count, ranking improvement, AI citation pattern shift.
- Brand activity to competitive position change. Specific content programs map to specific changes in topical position relative to competitors.
The attribution data is most useful for prioritization decisions — given finite content investment, where does the next dollar produce the most measurable return.
Topical Authority Analysis
The topical authority layer maps the brand’s coverage across its topic universe with specific structure:
- Pillar and cluster identification. Topics that warrant pillar-level investment vs. topics that fit cluster positions vs. topics that are too peripheral for current investment.
- Coverage depth scoring. Per-topic depth measurement based on content volume, structure quality, and competitive comparison.
- Gap identification. Topics that competitors cover and that audience interest signals support, but where the brand has no or thin coverage.
- Overcoverage identification. Topics where the brand has more content than the topical value justifies — opportunity to consolidate, redirect, or reprioritize.
- Authority trajectory. Topic-level position changes over time, both absolute and relative to competitors.
Competitive Intelligence
Topical position is inherently relative. The competitive intelligence layer maps:
- Competitor topical coverage at the topic level
- Competitor content velocity (publication frequency, depth investment patterns)
- Competitor citation patterns across search and AI search
- Strategic moves competitors are making that affect the brand’s topical position
- Topical battlegrounds where multiple brands are competing for authority
Content Brief Generation
The platform translates topical analysis into specific content briefs — what to write, how to structure it, which sub-topics to cover, what internal linking to include, what schema and structured data to apply. The briefs operationalize the topical strategy at the content-piece level.
Content briefs include:
- Target topic with strategic context
- Sub-topic coverage requirements
- Word count and structure recommendations
- Internal linking targets within the brand’s existing content
- External citation patterns to support
- Schema markup recommendations
- FAQ structure for AEO
- GEO-specific signals to include
Workflow Integration
Topic Intelligence integrates with existing content workflows:
- CMS integration. WordPress, Contentful, Sanity, and other major CMS platforms — content data flows in, briefs and analysis flow back.
- Analytics integration. Google Analytics, Adobe Analytics, GA4, server-side analytics. Outcome data feeds attribution and authority analysis.
- SEO tool integration. Complements Ahrefs, SEMrush, Moz with the topical and AI-search layer those tools don’t cover.
- Content production tool integration. Briefs and outlines flow into content production workflows — content team’s drafting tools, agency workflow, in-house production.
- Reporting integration. Executive reporting, board reporting, marketing dashboard integration.
Reporting and Dashboards
The platform produces reports tailored to different stakeholder needs:
- Executive reporting. High-level topical position summary, AI visibility trend, competitive position, ROI summary.
- Strategic reporting. Topical opportunity map, investment prioritization, gap analysis.
- Operational reporting. Per-piece performance, content production velocity, brief-to-publication tracking.
- Authority signals. Citation counts, AI citation patterns, ranking distributions, backlink quality.
- Competitive intelligence. Per-competitor activity, market share by topic, competitive move alerts.
Use Cases by Team Type
Different content teams use different feature combinations:
- Publishers. Heavy use of topical authority and competitive intelligence; GEO Search for AI citation tracking; attribution for content performance.
- B2B SaaS. Heavy use of content brief generation; competitive intelligence on category competitors; GEO Search for category-defining authority.
- Enterprise marketing. Heavy use of topical authority across product lines; reporting integration with marketing dashboards; attribution for budget allocation conversations.
- Agencies. Multi-client use of the platform; reporting templates for client deliverables; brief generation at scale.
Getting Started With the Platform
For the operational guide on scaling content authority through structured platform use, see building topical authority at scale.
Starting points:
- Sign up to begin platform access.
- Initial brand and topic configuration. Map the brand’s primary topics and competitors.
- Run the initial analysis. Platform produces the baseline topical coverage map and authority assessment.
- Strategic planning. Use the analysis to prioritize investment.
- Ongoing tracking and reporting.
Frequently Asked Questions
What’s the difference between GEO and SEO?
SEO targets traditional search engine results (rankings, click-through, organic traffic). GEO targets AI search system results (citations, AI Overview inclusion, AI-driven referral traffic). Both matter; both have different optimization signals.
Does the platform produce content, or just analysis?
Topic Intelligence produces content briefs and structured guidance. Actual content production happens in the customer’s content workflow (in-house writers, agencies, freelancers). The platform supports the content production rather than replacing it.
How does pricing work?
Tiered based on brand scale, competitor set, and feature use. See pricing or request specifics.
What CMS platforms does TI integrate with?
WordPress, Contentful, Sanity, Webflow, and other major CMS platforms. Integration scope varies by stack.
How long does initial setup take?
Typically 1-2 weeks from signup to operational use, depending on integration scope and team configuration.
What about agencies serving multiple clients?
The platform supports multi-client agency use with appropriate workspace and reporting separation.
Talk to Topic Intelligence
Sign up, view pricing, or contact TI directly. Feature-specific pages: GEO Search, Attribution Without Chaos, platform overview.
