AI Visibility Score
A weighted score across the five signals AI engines actually use to decide who gets cited - with a category breakdown your team can defend in a board meeting.
A free AI Visibility Audit combining automated technical analysis with a human strategist review - delivered to your inbox in 48 hours.
See your preview instantly. Email required for the full strategist-reviewed report.
What tracking tools give you
Visibility dashboard
…and that's it.
What we give you
Delivered in 48hStrategist-reviewed audit
Score · gaps · sequenced fix list
Top recommendations
The market is full of dashboards. They watch ChatGPT, Claude and Perplexity, count how often your brand shows up, rank you against competitors, and surface the queries you're missing from. Useful, in theory. Then they stop.
You're left with a screen full of red numbers and no answer to the only question that matters: what do I actually fix, and in what order? A score without a strategy is just a slower way to lose.
A visibility score without a fix list is vanity.
No dashboards. No vanity metrics. The exact same audit format we use with paying clients.
A weighted score across the five signals AI engines actually use to decide who gets cited - with a category breakdown your team can defend in a board meeting.
Competitive gap
best {your category} for {your audience}
cited: Competitor A
how to choose a {your category} platform
cited: Competitor C
alternatives to {category leader}
cited: Competitor B
{your brand} vs {competitor}
cited: Competitor B
{your category} pricing comparison
cited: Your brand
See exactly where competitors are being recommended and you're not - by query, by engine, with the citation context behind every miss.
From your strategist
A ranked, sequenced action list written by our team - not auto-generated checklist output. Each item includes effort, impact and the strategist's notes.
The audit framework is the same one we apply on paid engagements. You get the proof of work first; the engagement is optional.
Refined across the Serendipity client portfolio. Weighted by what actually moves citation rate - not what's easy to measure.
40+ technical checks run in seconds. Then a strategist layers in competitive context, market nuance, and the order things should ship in.
Every finding ships with a concrete recommendation. If we can't tell you what to do about it, we don't include it.
“Tracking tools tell you you’re invisible. We tell you why - and what to do about it.”
- Serendipity
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Sample audit preview