The Virtuous Seeding Cycle

Most businesses stay invisible because they skip the cycle. AI needs fresh, structured, distributed facts to cite you. One-off fixes rarely work. Iteration does.

High-authority AI visibility is not set-it-and-forget-it. It requires a deliberate, repeating process: create or fix content, build the technical foundation, distribute widely, verify results—then repeat.

The 5 Steps

1. Track gaps — Run queries on ChatGPT, Gemini, Claude. Know where you disappear.
2. Create/Fix content — Add entity-rich Q&A, definitive answers. AI extracts facts safely.
3. Technical fix — Organization/FAQPage schema, canonical. Machines ingest without guessing.
4. Distribution — List on G2/Capterra, engage Reddit/YouTube. Multiply citation surface area.
5. Verify — Re-run queries, track mentions. Measure progress per LLM.

Takeaway: One pass is progress. Multiple passes compound visibility. The virtuous seeding cycle turns invisibility into top-3 recommendations through deliberate, repeated action.