One loop. Visibility → Optimize → Publish → Distribute → re-measure.
Most tools sell you one stage. Kadriva is the only workspace that closes the loop — every signal from the AI Visibility Tracker flows into the Content Studio, ships through the Autopilot Publisher, and gets re-measured automatically.
The four-stage loop
Each stage hands a typed payload to the next. Nothing falls through the cracks.
Weekly prompt sweeps across ChatGPT, Perplexity, Gemini, Google AI Overviews, Grok and Copilot — per region. Each uncited prompt and competitor citation becomes a structured opportunity record.
- Citation gaps
- Striking-distance prompts
- Competitor co-occurrence
- Share-of-voice deltas
Opportunities flow into a brief queue with target prompt, intent, schema plan, internal-link slots, author and word-count. AI drafts respect your brand voice, entity graph and source preferences.
- Brief with H1/H2 outline
- Schema plan (FAQ, HowTo, Product)
- Draft with citations
- Author + E-E-A-T binding
Drafts schedule into your hub or push to WordPress / Webflow / Shopify on cadence. Every page ships with OG image, JSON-LD, canonical, breadcrumb and author byline — no manual checklist.
- Published page (hub or origin)
- OG + Twitter cards
- JSON-LD Article + Author
- Canonical + hreflang
New URLs auto-submit to Bing IndexNow and Google Search Console. The Internal Link Injector wires the new page into related pillar pages with anchor-text variation, then sends signals back to the tracker.
- IndexNow ping
- GSC URL Inspection request
- Internal links added on related pages
- Citation re-scan within 7 days
Data flow — what moves between stages
One typed graph, not five disconnected dashboards. Every payload is queryable via the MCP endpoint and the public API.
| From | To | Payload | |
|---|---|---|---|
| Tracker | Studio | opportunity_id · prompt · intent · competitors · region | |
| Studio | Publisher | draft_id · outline · schema · author · scheduled_at | |
| Publisher | Distribution | page_url · canonical · sitemap_entry · last_modified | |
| Distribution | Tracker | indexed_at · gsc_status · backlink_count · ai_recheck_at |
Why the loop wins
Point tools force humans to be the integration layer. Kadriva removes that tax.
Suite vs. stitched point tools
| Stage | Kadriva | Typical stack |
|---|---|---|
| Detect AI citations | AI Visibility Tracker (built-in) | Rankscale / Otterly / Profound |
| Plan & draft | Content Studio (auto-fed) | Frase / Surfer (manual brief) |
| Publish at cadence | Autopilot Publisher | Hand-off to CMS + writer |
| Submit to engines | IndexNow + GSC (automatic) | Manual submission |
| Internal linking | Link Injector on every publish | Link Whisper / manual |
| Re-measure | Auto re-scan in 7 days | Open another tab |
Run the whole loop in one workspace
14-day trial. Your first opportunity → draft → published page cycle completes inside week one.