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As discovery shifts from search to agents proactively driving recommendations, we earn the upgraded positioning.
Just getting started. The winning team will sit at the center.
They owned “AI visibility” as the measurement story in 2025. Loud. Specific. Buyers know who they are. That brand momentum is a real asset — and they’re using it.
Now racing to move into a space we’re a year ahead on — workflows, plays, agents that act. They’re building toward what we already ship. The risk is they get there in the buyer’s mind before we lock in the story we already own.
Meet customers where they already are. Give them leverage inside Claude Code, Claude Cowork, and the next surfaces. The team that makes Claude users 10× more effective on AI search wins them long-term.
If we don’t build with enough opinion, far enough away from the model, we get replaced. Anthropic ships the next feature — and thin work disappears. We win on depth and a point of view only our product + data + customer relationship can provide.
Own the outcome narrative. The Growth Platform for AI Search.
Unmatched customer experience. Working with us is the easiest part of the buyer’s job.
An incredible end-to-end experience. The platform that takes you all the way to outcomes.
Quill takes the customer end-to-end through the platform — from problem identification to a play that runs and reports.
Plays are how we wrap the components of the platform — data, agents, services, brand context — into one thing that owns a number.
Plays run on a cadence. The team stays in the loop — Slack pings, inbox approvals. Every cycle deposits an outcome that compounds into the next play.
Every cycle deposits into all three. Each layer feeds the next. By the time the competition realizes what we’ve built — it’s too late.
The buyer who bet on us is the one telling the story to their CEO. They get the credit. They get the promotion. They keep winning — because the platform gets sharper every week they run on it.
Build the proof-point flywheel. Earn the 3–5× claim — and make it compound.
The value used to live in the workflows we built. That’s been commoditized. Now the value lives in the impact — and the environment your agents run in.
“The generic agents are good. The tuned ones are 6× better. In competitive markets, the gap between fine and great is the whole ballgame.” — adapted from Jamin Ball · on Stanford’s Meta-Agent research · April 2026
Through real outcomes. Numbers we move. Stories they tell their CEO. Their win is our win.
Every email. Every call. Every screen. Every line of code. Every Slack reply. Fine ships. Great renews.
Nobody outside this room can move the bar on us. We do that to ourselves.
Building AirOps with every one of you is the privilege of a lifetime. I mean that. I don’t say it enough.
Keynote · Fim · Now go enjoy Lisbon
Close the Slack. Close the laptop. Close the loop you’ve been running in your head since January.