Content-optimisation platforms answer one question well: how should this document look compared with the current results? ContentGem answers a different one: across everything we have published, what should change next, on what evidence, and how do we undo it if we are wrong?
| Dimension | Content-optimisation platform | ContentGem 23.9 |
|---|---|---|
| Unit of work | One document or one target keyword. | The content portfolio: clusters, pillars, links, health, decay. |
| Primary output | An optimisation score and term guidance. | An ordered plan of prepared actions with dependencies and approvals. |
| Execution | Copy into the CMS, or a plugin bridge. | Native WordPress drafts, revisions, publishing states and scheduled processing. |
| Explainability | Score composition. | Why, why now, evidence, confidence, dependencies, risk, limitations, alternatives, verification. |
| Reversibility | Editorial undo. | Content-hash checks, WordPress revision, audit record, verified rollback, link snapshots. |
| AI cost model | Bundled credits per plan. | Bring your own OpenAI or Anthropic key; the provider bills you. |
| Search data | Proprietary managed datasets. | Your Search Console, plus competitor discovery through your own search API. |
| Not included | WordPress execution and rollback. | Backlink index, rank tracking, crawler suite, analytics platform. |