COMPETITIVE INTEL
Brand mention sweep
Everything said about you across the open web this month, themed and sourced, with the three items worth acting on.
Web ResearchRedditNotion
ONE MISSION · EVIDENCE ATTACHED
⟨ FOR BRANDS THAT WANT TO HEAR IT FIRST ⟩
Know what the internet says - and what the AIs repeat.
Mentions, reviews, communities and AI answers watched together, with alerts that fire on real movement and briefs that arrive with the evidence attached.
ALL SURFACES WATCHEDAI ANSWERS INCLUDEDALERTS EARN THEMSELVES
⟨ THE JOB TODAY ⟩
Where the week actually goes.
01 /
Reputation forms in places nobody staffs
Reviews, forums, social threads - themes form across them in days, and the first the team hears is a prospect quoting one.
02 /
AI answers are the new first impression
What ChatGPT and friends say about your brand is now the intro paragraph of your reputation - and almost nobody watches it.
03 /
Monitoring tools cry wolf
Keyword alerts fire on everything, so they get muted, so the one that mattered was in the muted pile.
⟨ BRAND RADAR ⟩MENTIONS · REVIEWS · ANSWERS
⟨ WITH ASTROFABRIC ⟩
What changes when agents carry the work.
One watch across every surface
Mentions, reviews, communities and assistant answers read together - because reputation is one thing that lives in many places.
web · reviews · forums · AI answers
Alerts only on durable movement
Standing missions diff against history and speak when something actually changed - a theme forming, a citation lost, sentiment bending.
diff-based · wobble filtered
Evidence attached, response drafted
Every alert carries the captures behind it and, where a response makes sense, a draft waiting for approval.
capture → alert → drafted move
⟨ MISSIONS YOU WOULD RUN ⟩
Described in plain language. Delivered end to end.
AI VISIBILITY
Assistant answer watch
What AI engines tell people about your brand, tracked weekly with displacement alerts.
AI VisibilitySlack
ONE MISSION · EVIDENCE ATTACHED
REPORTS & DECKS
Reputation monthly
The cross-surface reputation report - themes, movement, responses taken - as a deck for leadership.
Web ResearchGamma
ONE MISSION · EVIDENCE ATTACHED
Three of a hundred. The full playbook library ships in every workspace, and anything you can describe becomes a mission.
⟨ GOVERNED AUTONOMY ⟩
Safe enough to actually turn on.
⟨ CONTROL PLANE ⟩ENFORCED AT RUNTIME · NOT ADVISORY
Public responses stay human
Drafts arrive ready; posting waits for a named approver. Reputation moves are decisions, and the queue keeps them that way.
History that compounds
Every capture archives, so this quarter’s themes read against last quarter’s honestly.
Watch costs pinned
Standing watches meter predictably - always-on never becomes always-billing.
Questions, answered.
Which surfaces get watched?
Mentions across the open web, review platforms, communities like Reddit, and - the new one - what AI assistants say when people ask about you. Reputation is one thing living in many places; the watch reads them together so themes surface wherever they form.
How do alerts stay trustworthy?
By firing only on durable movement: standing missions diff against archived history and hold single-sample wobble until it persists. Weeks of silence are the normal, correct output - which is exactly what makes the alert that does arrive worth interrupting for.
What arrives with an alert?
The evidence and a move: captured excerpts behind the change, what specifically shifted, and where a response makes sense, a draft waiting for approval. An alert you can act on in five minutes, not a link pile to investigate. Five minutes from alert to action is the design target, and the drafts are why it holds in practice.
⟨ RELATED READING ⟩
⟨ DEPLOY ASTROFABRIC ⟩
Hear it while it is small.
Every surface watched, every alert earned, every response yours.