Welcome, Shannon!
Research to run
The agent tracks how stale each discovery motion is against what's riding on the answer, and flags the gap before someone has to notice it by hand.
CSAT · Education segment
58 days since last pulse, district renewal season starts in 6 weeks.
RECOMMENDATION → Launch CSAT ahead of the renewal window
High confidence
NPS · Enterprise
71 days stale, against 2 renewal conversations open right now.
RECOMMENDATION → Targeted NPS pulse this week
High confidence
Feature reaction · Magic Studio v3
Shipped to all Teams accounts 12 days ago; no structured reaction captured yet.
RECOMMENDATION → In-app micro-survey on next session
High confidence
Win-loss · Agencies segment
3 lost deals this month cite "chose Figma," no follow-up logged.
RECOMMENDATION → Schedule win-loss calls
Medium confidence
Ready for review
Content Snappy assembled from the evidence itself, reviewed by a person before anything ships or sends.
Release notes · Magic Studio v3
Drafted from the shipped feature list and the first wave of in-app reactions.
RECOMMENDATION → Review and publish to Changelog
Draft ready
Feature brief · Brand Kit governance controls
Summarized for the Commercial team ahead of the Northwind Digital renewal conversation.
RECOMMENDATION → Review and send to Commercial
Draft ready
See 4 more tasks →
Who's talking, what they're leaning into, which segments are pulling hardest, and who's at risk, assembled the moment each signal lands, not reconstructed after the fact.
What we know about them
In-app comments · 38%
Support tickets · 26%
Sales & CS call notes · 21%
Survey / NPS · 15%
+15 ptsPositive sentiment on "Magic Studio speed," quarter over quarter
+9 ptsNegative sentiment on "Brand Kit consistency across exports," QoQ
Top requested theme: reusable brand templates across Teams workspaces
Mentioned in 61 signals across 4 tools: in-app comments, support, and 2 sales calls.
Who's actually leaning in
Inbound signal volume weighted against each segment's expected share.
Teams (SMB / mid-market)
Inbound feedback volume up 24% quarter over quarter.
Outperforming
Enterprise
4th-largest inbound source this quarter, up from 9th.
Outperforming
Education
Steady engagement, tracking the back-to-school cycle as expected.
Steady
Agencies / Pro creators
Inbound flat this quarter, below expected share.
Lagging
Who's at risk
Sentiment clusters mapped against ARR and renewal proximity.
Northwind Digital · Enterprise · $210K ARR
6 negative signals in 10 days: "brand governance controls not enforced across sub-teams."
RENEWAL IN 38 DAYS
Critical
Fairview School District · Education · $38K ARR
4 signals, "approval workflow too slow for classroom use."
RENEWAL IN 21 DAYS
Watch
Brightloop Studios · Teams (mid-market) · $64K ARR
3 signals, "Magic Studio credits exhausted faster than expected."
RENEWAL IN 52 DAYS
Watch
Flagged across 3 accounts, 1.4% of tracked paid ARR$312,000
How the product is actually performing against the metrics that matter, including the goals nobody's gotten around to setting yet.
North star metrics
to
Active design creators
428K+6% vs last 90 days
Teams + Enterprise segments
Goal: 450K by end of Q376%
Designs published / active creator / week
3.4flat vs last 90 days
Depth of engagement, not just reach
Goal: 4.0 by end of Q358%
Magic Studio adoption
34%+9 pts vs last 90 days
Share of eligible accounts using it
No goal set. Snappy suggests one
Target 45% by end of Q4, based on the current adoption trend and rising Enterprise interest.
Adoption
Magic Studio
- Overall 34%
- Enterprise 58%
- Teams 27%
- Trend +9 pts QoQ
Growing
Brand Kit
- Overall 44%
- Enterprise 61%
- Teams 22%
- Trend Flat QoQ
Stalled
Team collaboration (comments & approvals)
- Adoption 52%
- Trend +4 pts QoQ
Growing
What's driving conversion
Trial accounts that touch Magic Studio in week one convert 2.3x more often
Strongest single signal found so far, consistent across Teams and Enterprise trials.
Brand Kit setup in the first 7 days correlates with 41% higher trial-to-paid conversion
Adoption is flat overall though, see Adoption above, so this is an activation gap, not a product gap.
What's driving retention
Accounts with active Brand Kit governance show 94% gross retention, vs. 81% without it
All 3 accounts flagged in Customers → Who's at risk lack active governance controls today.
Support first-response time under 4 hours correlates with meaningfully lower churn risk
Holds across every segment, strongest in Education where renewal cycles are tightly seasonal.
Public sentiment across G2, Trustpilot, Reddit, and social, read against what Canva actually says about itself, plus which theme is swinging each competitive deal.
Competitor Tracker
Point an agent at a competitor and let it watch continuously: pricing pages, changelogs, review sites, job postings, and report back only when something moves.
Figma · Pricing & packaging watch
Last scan 6 hours ago: new "Figma Sites" tier bundled into Professional, no price change.
Monitoring
Adobe Express · Feature-launch watch
Last scan 1 day ago: Generative Fill quality update shipped to the free tier.
Monitoring
+ Deploy an intelligence agent on another competitor
Where you're strongest
vs. Figma8 / 10 deals
Theme: non-designers ship without a learning curve
vs. Adobe Express9 / 11 deals
Theme: template depth and Brand Kit maturity
vs. Microsoft Designer6 / 8 deals
Theme: team collaboration and workflow, not just single-image generation
vs. Miro5 / 9 deals
Theme: output is publish-ready, not just a working session, closest contest of the four
How the market describes you
Unprompted language pulled from public reviews and social mentions, not from Canva's own support or in-app channels.
Stated positioning
"The visual suite for everyone."
Market language · 23 mentions
"My whole team can just use it, no onboarding."
Direct match. The "everyone" claim is earning itself in the wild, safe to keep leaning on it.
G2Reddit
Stated positioning
"Magic Studio: your AI creative partner."
Market language · 17 mentions
"It's fast, but I still redo half of what it generates."
Partial gap. Speed lands, quality trust doesn't, yet. Worth watching before pushing this claim harder in messaging.
G2Trustpilot
Stated positioning
"Enterprise-grade brand control."
Market language · 0 mentions
Not yet echoed back anywhere public.
Open gap. Matches the risk theme on Northwind Digital in Customers, the claim is ahead of the product experience right now.
Sources orchestrated: support tickets, sales call transcripts, in-app comments, survey & NPS responses, CSAT, and email replies, tagged and scored on arrival across every tab.