Visibility split in two. Your workflow should not.
Google can surface your site while ChatGPT ignores it. AI can cite your domain while search traffic barely moves. RankTwig exists to put both realities in one place, then keep the evidence attached when you decide what to do next.
Observe → explain → act.
A useful score should open into evidence. A useful recommendation should show where the evidence ends and interpretation begins.
Observe
Start with authorized Search Console performance, public page facts and reproducible AI Visibility checks. Keep source, freshness and coverage visible.
Explain
Separate observed metrics, deterministic findings and model inference. A Search Score or AI Visibility Score should never become a black box.
Act
Use the result to choose the page, query, competitor comparison or content move worth doing next.
Search Score tells one story. AI Visibility tells another.
RankTwig treats both as first-class signals. Search Score summarizes search health and movement. AI Visibility checks a bounded prompt baseline across ChatGPT and Gemini and keeps mentions, citations, competitors and prompt evidence attached.
Search Score
A transparent RankTwig signal built from the search evidence available in your workspace.
AI Visibility
A RankTwig-managed research workflow. Your own AI key is not required for the initial baseline.
Evidence workflows
Investigator, Page Battle, Briefs and Opportunities help you follow the signal instead of staring at it.
BYOK + MCP
Optional. Bring your own AI when you want deeper reasoning or want compatible AI clients to query authorized RankTwig evidence.
No fake certainty. No ranking or citation promises.
Search Console is observational. Crawls can be blocked. AI answers change. A finite prompt baseline cannot represent every question on the internet. RankTwig should expose those limits instead of hiding them behind a confident number.
Read-only Search Console
RankTwig does not modify your Google Search Console property.
Sampled AI visibility
The score summarizes the saved prompt baseline; it is not a claim about every possible AI answer.
Bounded crawling
Page facts are observed within explicit crawl and network safety limits.
Evidence-backed recommendations
The evidence remains visible beside the conclusion.
Explicit no-data states
If RankTwig cannot support a claim, the product should say so.
Built around your evidence. Not owned by Google or an AI provider.
Google, Google Search Console, ChatGPT, Gemini and other third-party names belong to their respective owners. References describe interoperability and measured surfaces, not sponsorship or endorsement.