# Google Docs + Confluence + Citekit: the schema deployment stack (2026) Build a schema deployment stack with Google Docs, Confluence and Citekit: architecture, data flow, setup order, costs and the reports to ship first. Canonical: https://citekit.apps.antelligen.com/stacks/google-docs-confluence-citekit-schema-deployment A schema deployment stack is only as good as the handoffs. Google Docs and Confluence usually own two different halves of the picture; Citekit is the layer that turns what they know about your audience into what an AI engine says about your brand. The short answer Connect Google Docs first, then Confluence, then Citekit. Build one dashboard and one alert before adding a second workflow. The stack below is deliberately small: three tools, two syncs and one weekly review. ## The architecture Google Docs supplies the behavioural or operational signal. Confluence supplies the context — content, CRM or distribution. Citekit supplies the answer layer: which prompts matter, which sources are cited, and which pages need to change. The data flows in one direction, which is what keeps the stack debuggable. Three layers, one direction. Layer Tool Owns Sync Signal Google Docs The raw event or record Native or API Context Confluence The content, customer or campaign record Native or webhook Answer layer Citekit Prompts, citations, briefs, reporting API + saved views ## Setup order - 1 Connect Google Docs Use the native integration. Map one workspace and one brand first; do not import everything. - 2 Connect Confluence Limit the sync to the fields you will report on. A smaller sync is easier to trust. - 3 Define the prompt set Start with 50 prompts that map to revenue. Freeze the wording before the first run. - 4 Build one dashboard Visibility, citations, one competitive share-of-voice chart. Resist adding more. - 5 Add one alert Alert on a drop in share of answer, not on every mention. Noise kills adoption. ## Three workflows worth automating - Weekly gap brief. When a citation gap appears, create a task in Confluence and a draft in the CMS. - Launch watch. When a product launches, add ten launch prompts to Citekit and route changes to the launch channel. - Executive digest. Send one Monday summary to Google Docs's dashboard and a Slack digest to the leadership channel. ## Cost and effort Item Monthly Notes Google Docs Existing contract No incremental cost if already deployed. Confluence Existing contract No incremental cost if already deployed. Citekit from $49 Growth is usually the right starting plan. Build effort 2–3 days One developer, one marketer, one review. ## Where these stacks break - Two sources of truth for the same metric. Pick one owner per number. - A sync that silently drops records. Log row counts daily for the first month. - A dashboard nobody opens. Tie the review to an existing meeting, not a new one. ## Frequently asked questions Do I need Google Docs and Confluence both? No. Start with the one that already holds the signal you trust. The second tool earns its place only when a decision depends on it. How long does setup take? Two to three days for the first workflow, including a review. The integrations themselves take minutes. Can I run this without a developer? Yes for the native integrations; a developer helps for custom field mapping and alert routing. ## Methodology and sources - Citekit product and pricing data, 9 November 2026. - Vendor pricing pages and product documentation, checked November 2026. Verify current pricing with each vendor before purchase. - Public documentation for schema.org, llms.txt and the AI engines named on this page. What Citekit does - Six-engine visibility tracking. Daily checks across ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude and Microsoft Copilot. - Citation intelligence. Every answer is broken into the sources it cites, the claims it makes and the pages it ignores. - Competitor share of voice. Track how often each competitor appears in the same answer set and where they are cited. Prices Starter $49/mo · Growth $149/mo · Scale $399/mo. Enterprise from $1,200/mo. Compare every plan → ## How Citekit compares Citekit is measured against Profound, Scrunch AI, Otterly.AI and nine other tools in the category. The table is the short version; every comparison has a full, sourced page. Entry pricing checked November 2026. Full comparisons are linked below. Tool Entry price Engines Best fit Profound from $499/mo 4 Enterprise teams with a dedicated analyst Scrunch AI from $250/mo 5 Mid-market content teams Otterly.AI from $29/mo 4 Small teams testing AI visibility Full comparisons: Profound · Scrunch AI · Otterly.AI · all 12 competitors Cite this page Citekit Research. “Google Docs + Confluence + Citekit: the schema deployment stack (2026).” Citekit, updated 17 March 2025. https://citekit.apps.antelligen.com/stacks/google-docs-confluence-citekit-schema-deployment Copy citation ## Keep reading Integrations Google Docs + Citekit: pipeline attribution workflow (2026) Integrations Google Docs + Citekit: agency reporting workflow (2026) Integrations Google Docs + Citekit: executive reporting workflow (2026) Stacks Close + X + Citekit: the SEO audits stack (2026) Stacks Slack + Capterra + Citekit: the competitive research stack (2026) Stacks Slack + Capterra + Citekit: the llms.txt publishing stack (2026)