Scout
AI competitive analyst
Hire the analyst that keeps working after you close the app.
Scout patrols competitor pages, remembers what changed, updates theories with confidence, and emails you only when a change actually matters.
How it works
Four steps, running quietly in the background.
Point Scout at your rivals
Add a competitor by URL and Scout auto-discovers their pricing, changelog, and careers pages — no manual page-hunting.
Scout waits for any change
Once pointed, Scout keeps watching competitor pages and diffs against fact memory. You hear when something actually moves — not on a schedule.
Theories form, confidence updates
Facts roll up into a working theory Scout keeps revising — confidence rises and falls as new evidence comes in.
You get briefed, not buried
Only changes that actually matter reach your inbox. Everything else waits quietly in the dossier until you ask.
Everything Scout does
One dashboard. No refreshing pricing pages at midnight.
Patrol
Every page becomes a paper trail
Scout diffs pricing, careers, and changelog pages against what it saw last time, keeping first-seen, last-seen, and a change count for every fact.
Real-time
A five-minute watch on anything that matters
Arm any URL and Scout checks it every 5 minutes, judging whether a change is meaningful before it ever reaches your inbox.
Beliefs
Scout keeps a theory, not just a log
Facts accumulate into a working theory about each rival, with a confidence score that moves as evidence comes in — never a bare guess.
Side-by-side
Line up 2–3 rivals on one chart
Pricing, hiring pulse, shipping cadence, and monthly active users, plotted together so a shift in context is obvious.
Agent
Ask a question, get a dossier back
Scout's agent pulls up evidence, opens comparisons, and drafts theories on request — the same command bar drives the whole dashboard.
Landscape
Where the traffic is actually going
Monthly visits and market share across your tracked set, refreshed on demand, so you know who's actually winning attention.
62% share
of tracked set
Northstar
rival hub
$79 → $89
×3 sightings
SOC 2 page
new
Pro tier
gone
3 eng hires
Q2
Changelog
+2 entries
Fact memory
Scout remembers, so you don't have to.
Every patrol writes to a memory built on four verbs. That's what turns a stream of page diffs into a record you can actually reason about.
Every new fact lands with a first-seen timestamp and the page it came from.
Ask about any rival and Scout answers from memory instantly — no fresh crawl needed.
Repeat sightings sharpen the record: change counts climb and theories gain confidence.
Facts that vanish are marked gone with a date. Nothing gets silently deleted.
A week with Scout
This is what a quiet week actually looks like.
Mon · 07:00 Briefing
Weekly briefing lands in your inbox
Everything that changed since last week, ranked by significance — not a firehose of every diff.
Wed · 14:32 Guard alert
Atlasly quietly hid its entry-level pricing
Scout Guard catches the change within 5 minutes and flags it urgent — this one couldn't wait for Monday.
Thu · 09:15 You asked
“How's Northstar's hiring trending?”
Scout answers from memory, pulling the hiring-pulse chart instead of running a fresh crawl.
Fri · 18:00 Theory updated
Security-launch theory climbs 0.41 → 0.68
Three corroborating facts came in this week — a new hire, a changelog entry, and a pricing tier rename.
128
Total changes
↗ 24% vs last week
3
Important alerts
↗ 50% vs last week
7
Questions answered
↗ 17% vs last week
2
Theories updated
↗ 100% vs last week
From the field
Teams that stopped refreshing rival pricing pages.
“Confidence scores on theories changed how we run roadmap reviews. When Scout says a security launch is 68% likely, we treat it as evidence — not a gut feeling from someone on Twitter.”
Daniel Park
Founder & CEO · Northbeam
“We used to have a shared spreadsheet nobody updated. Scout caught a pricing change at Atlasly before their sales team even announced it — saved us a board deck rewrite.”
Board deck saved
Maya Chen
Head of Product · Relaystack
“I asked Scout how Northstar's hiring was trending and got a chart in seconds — from memory, not a fresh crawl. That alone replaced two hours of manual LinkedIn stalking.”
2 hrs saved / ask
Sofia Alvarez
Competitive Intel Lead · Clearpath
“Scout Guard flagged Atlasly's pricing page at 2:14pm on a Wednesday. By 2:30 we had a counter-messaging doc out to sales.”
16 min response
Elena Vasquez
PMM · Stackform
“We used to have a shared spreadsheet nobody updated. Scout caught a pricing change at Atlasly before their sales team even announced it — saved us a board deck rewrite.”
Board deck saved
Maya Chen
Head of Product · Relaystack
“I asked Scout how Northstar's hiring was trending and got a chart in seconds — from memory, not a fresh crawl. That alone replaced two hours of manual LinkedIn stalking.”
2 hrs saved / ask
Sofia Alvarez
Competitive Intel Lead · Clearpath
“Scout Guard flagged Atlasly's pricing page at 2:14pm on a Wednesday. By 2:30 we had a counter-messaging doc out to sales.”
16 min response
Elena Vasquez
PMM · Stackform
“The weekly briefing is the only competitive email I actually read. Three rivals, four meaningful changes, zero noise. It feels like having a junior analyst who never sleeps.”
4 changes / week
James Okonkwo
VP Strategy · Parcelwise
“Confidence scores on theories changed how we run roadmap reviews. When Scout says a security launch is 68% likely, we treat it as evidence — not a gut feeling from someone on Twitter.”
68% theory confidence
Daniel Park
Founder & CEO · Northbeam
“We cut our competitive research standup from 45 minutes to 12. Scout's weekly briefing is the agenda now.”
33 min reclaimed
Marcus Webb
COO · Driftline
“The weekly briefing is the only competitive email I actually read. Three rivals, four meaningful changes, zero noise. It feels like having a junior analyst who never sleeps.”
4 changes / week
James Okonkwo
VP Strategy · Parcelwise
“Confidence scores on theories changed how we run roadmap reviews. When Scout says a security launch is 68% likely, we treat it as evidence — not a gut feeling from someone on Twitter.”
68% theory confidence
Daniel Park
Founder & CEO · Northbeam
“We cut our competitive research standup from 45 minutes to 12. Scout's weekly briefing is the agenda now.”
33 min reclaimed
Marcus Webb
COO · Driftline
Get started
Stop refreshing their pricing page.
Point Scout at 3–4 rivals and let the patrol, memory, and briefings run while you do literally anything else.