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An operating system for answer-engine visibility.
Discover what ChatGPT, Perplexity, Gemini, and Google AI Overviews need to trust and cite you — then generate, review, publish, and measure it from one workspace.
Built for agencies running GEO at scale and B2B teams who are done duct-taping five tools together.
Most teams today run GEO through Notion docs, a CMS, ChatGPT, spreadsheets, SEO tools, and vibes. That workflow is fragmented and dumb. You know AI visibility matters — you don't have a system to operate it.
One closed loop — not six disconnected tools. Every step informs the next, so the work compounds instead of evaporates.
Entity coverage, competitor asymmetries, prompt clusters you're missing from.
Angle, persona, entities, claims, sources, schema, linking — all pre-assembled.
From your knowledge. Claims flagged. Facts traced. Hallucinations blocked.
Statuses, comments, redlines, legal gates. The thing real teams actually need.
WordPress, Webflow, Shopify, Ghost, APIs, markdown, MDX, PRs.
Did it work? Citation lift, share of voice, sentiment, rank among recommendations.
Each is opinionated, grounded, and operational. Together they replace the patchwork — and add the measurement layer nothing else gives you.
Identifies high-value prompt clusters, missing page types, and weak topical coverage — then tells you what to ship next, and why.
Takes an opportunity, your brand profile, source material, and output type. Produces a brief so sharp it's valuable even if you never use auto-draft.
Sitemap, docs, help center, PDFs, reviews, changelogs. Chunked, classified, embedded, tagged. The knowledge substrate for everything downstream.
Source-grounded. Page-type aware. Claims traced to origin, uncertain ones flagged, unsupported numbers blocked before they reach the editor.
Statuses, assignments, redlines, legal gates, scheduled publish. Non-negotiable for agencies. Where most AI tools fall apart.
As assets publish, the graph updates. Recommends hub/spoke structures, orphan fixes, authority flow, schema interconnections.
WordPress, Webflow, Shopify, Ghost, custom APIs, MDX, repo PRs. Slugs, metadata, schema payloads, scheduling — all handled.
Stale stats, outdated competitors, product changes, visibility drops — flagged automatically. Visibility is not one-and-done.
Shared topic gaps, page-type asymmetries, citation patterns, missing proof surfaces — with concrete actions, not vibes.
Track whether your brand actually appears — and how it appears — across ChatGPT, Perplexity, Gemini, Claude, and AI Overviews. Tie work to outcome. Stop guessing.
Enter competitor domains. We map page-type asymmetries, claim gaps, entity ownership, and the specific surfaces AI engines synthesize when your name doesn't come up.
Specific, ranked, and directly tied to AI-engine retrieval. Pick one — we'll brief it.
Each type ships with its own generation blueprint, schema recommendation, internal linking template, required source types, review checklist, and suggested CTA.
Head-to-head, structured for retrieval-ready synthesis.
schema: ComparisonPageCategory-level category-leader coverage.
schema: ItemListPersona × problem × outcome, with proof.
schema: SoftwareApplicationOne per tool. Retrieval catnip.
schema: HowToCanonical answers, grouped.
schema: FAQPageEntity-defining. Most undervalued surface.
schema: DefinedTermCite-bait, sourced, freshness-tracked.
schema: DatasetYour claims, proven.
schema: TechArticleDecision-framework content.
schema: HowToFree-tier surface, high retrieval.
schema: CreativeWorkCondensed, cite-friendly proof.
schema: ArticleBuyer-facing from docs.
schema: TechArticleEvery tier includes the full loop — discover, brief, draft, review, publish, track. Scale limits and governance depth grow with you.