01 · Levers you control
The inputs that decide how AI sees you
- ·Brand foundations
- ·Owned editorial
- ·Third-party signal
- ·Topic ownership
- ·Source mix
- ·Competitive presence
AuthorityOn.ai runs real prompts against the major LLMs every week, scores your brand on the Signal Five, and turns the result into a prioritised list of fixes. Here's how each piece works.
Most AI-visibility tools start with symptoms. We start with the inputs you can actually move, six levers that decide how models see you, measure them as the Signal Five, and hand back a prioritised plan. A causal chain, not a leaderboard.
The next ten things to fix, each tied back to a lever above and the signal it moves, ordered by impact. Refreshed every week as the measurement updates.
A working dashboard, not a one-off PDF audit. Every view updates weekly from real prompts run against the eight major LLMs, the same providers your buyers are using right now.
A composite Signal Score on a 0–100 scale, broken down by spontaneous recommendation, head-to-head win rate, discovery, source attribution and drift. Each provider scored separately so you see which models know you and which don't.
We cluster every model response into coherent stories, positive, neutral, critical, so you see the shape of the answer, not just the score. Mute, mark resolved, watch the critical ones drift.
Track real buyer questions in your category, “best AI brand monitoring tool”, “most cited ESG consultancies”. See your position, your competitors' positions, the citation sources behind both.
Every audit ends with a prioritised list of actions tagged by strategy (content / authority / discovery / earned media) with an estimated lift on the composite score. Done · Snooze · Mute, the same way you triage email.
Models retrain. Sources fade. Competitors ship. Set thresholds per metric per entity and we fire on the first breach, with the diff explained.
Recommendation rate dropped 14% on ChatGPT
Likely cause: new competitor citation on Forbes / TechCrunch in the last 72h.
Three companion audits explain WHY the AI scores move. Crawler access, schema, social presence, content quality, citation shape, scored 0–100, each with its own action list. The composite score on the dashboard rolls all four up.
We query up to eight major LLMs every week with a curated set of discovery, comparison and recommendation prompts. Real prompts. Real responses. Kept on file.
Most GEO tools hand you a leaderboard and walk away. We hand you the next ten things to do, in order.
Drop in your URL and the brands you benchmark against. We pick the prompt set automatically from your category. No tag, no SDK, no DNS change.
We query every major model with the prompt set, audit your crawler access, score citation sources, and benchmark against your competitors. Real prompts, real responses, kept on file.
One clear list: what to fix on the site, what to publish, where to earn coverage, what to monitor next. Sized by lift, ordered by what moves the needle first.
Starter is €49/mo, one brand, the full Signal Five, your first action plan ready the moment you sign in. Cancel any month, no notice.