What results should I realistically expect from ORM in the first 90 days?
In the first 90 days of a reputation program, expect the diagnostic complete, strategy in active execution, initial entity-signal work delivered, content production launched, baseline monitoring live across search and the AI engines, early movement on priority branded queries, and AI narrative trend data beginning to form. Structural results compound over quarters; the 90-day measure is whether the foundation is solid and the leading indicators are pointing the right way.
Realistic expectations for the first 90 days center on foundation and leading indicators, not finished outcomes. A firm that promises dramatic results in a quarter is overpromising, the structural work compounds over quarters, not weeks. By day 90 you should reasonably have the following in place:
- Diagnostic complete
- The branded result set, AI narrative, Wikipedia and Knowledge Panel state, and entity signals have been mapped and a prioritization of gaps, most damaging first, quick wins identified, is documented and agreed.
- Strategy in active execution
- The prioritized roadmap is off paper and in motion. Work is underway, not still being scoped.
- Initial entity-signal work delivered
- Schema markup and structured data move relatively quickly through the technical pipeline. These foundational signals should be deployed and registering with search and the AI engines within the first quarter.
- Content production launched and building
- Owned content targeting the diagnosed gaps is in production. Early pieces are live or in final review; the pipeline is seeded for the coming months.
- Baseline monitoring active
- Continuous tracking of the branded result set across priority queries, geographies, and languages is live, using IMPACT™ for search and AIQ™ for the AI engines, so every subsequent data point measures movement against a defined starting line.
- Early movement on priority branded queries
- The highest-priority queries, especially those with quick-win potential, should show initial SERP composition shifts. These are leading indicators, not the finished result set.
- AI narrative trend data forming
- AIQ™ monitoring across the eight major AI engines: ChatGPT, Gemini, Copilot, Perplexity, Claude, Grok, Google AI Overviews, and Google AI Mode, is accumulating enough readings to show directional trends in how the entity is described, even if the narrative has not yet shifted materially.
What you should not expect is a fully rebuilt result set or a transformed AI narrative. The honest measure at 90 days is whether the foundation is solid and the leading indicators are pointing the right way. We report exactly that against the documented baseline from day one.
Last reviewed: 20/05/2026
