Account briefs

Briefs that don't read like data dumps.

Mama reads every source she has on a company, ranks what matters by your ICP, and writes you a one-page brief — synthesized, not summarized.

Free forever · No credit card · Brief in 6 seconds
signalmama.com/brief/notion.so
Generated 12s ago
Notion Labs, Inc.
notion.so · Productivity SaaS · 4,200 employees · NY / SF
ICP fit
92
Active signals
7

Just closed Series C ($50M). Hiring 12 data engineers across NY/SF — building internal AI tooling. Switched from Mixpanel to Amplitude three weeks ago, suggesting analytics infrastructure is a live priority right now.

Funding
Series C closed — $50M led by Sequoia
Participation from Index Ventures, Coatue. Closes 18-month round.
2d
Hiring
12 senior data engineer roles posted (NY + SF)
All listed as "data infrastructure" or "ML platform" focus.
5d
Tech
Added Amplitude, dropped Mixpanel
Migration completed in third week of April.
3w
Exec
New Head of Data — Priya Shah, ex-Stripe
Joined April 24. Owns data platform & analytics.
3w
Amplitude Segment Fivetran dbt Mixpanel HubSpot Apollo Gong Vercel Datadog
"Performance has gotten noticeably worse since the AI features rolled out. Page loads taking 4-6 seconds."
G2 review · 1w ago
"Their analytics dashboards are great but we're hitting query limits hourly. Need something more elastic."
Reddit r/dataengineering · 2w ago
To: Sarah Chen, VP Data · Subject: Series C + data infra at Notion

Hey Sarah — saw Notion just closed Series C and is staffing up the data team in NY. With 12 engineer roles open and the recent move from Mixpanel to Amplitude, I'm guessing analytics infra is top of mind. We help teams in exactly this transition — happy to share what we've learned with Notion-stage companies if useful.

Inside the brief

Five sections. One decision.

Every brief Mama writes has the same shape — built from years of watching what actually converts in cold outreach.

01Why now

The one paragraph your AE was going to write anyway.

Mama scans every signal she has on the company, picks the two or three that matter most for your ICP, and writes the lead paragraph. Highlights what to anchor your pitch on. The first thing your eye lands on.

Three sentences. Two highlighted phrases. One clear reason to reach out today.

Notion Labs, Inc.
notion.so · 4,200 employees
ICP 92

Just closed Series C ($50M). Hiring 12 data engineers across NY/SF — building internal AI tooling. Switched from Mixpanel to Amplitude three weeks ago, suggesting analytics infrastructure is a live priority right now.

02Active signals

Ranked by ICP fit. Not by what's loudest.

Funding, hiring, tech changes, exec moves, product launches, customer voice — six categories of signals, scored against the ICP rubric you define. The signals that matter to you bubble up. The noise stays buried.

Every signal gets a date and a one-line context. No "company X did something." Specific or it doesn't ship.

Funding
Series C closed — $50M led by Sequoia
Participation from Index, Coatue. Closes 18-month round.
2d
Hiring
12 senior data engineer roles posted
All flagged "data infrastructure" or "ML platform" focus.
5d
Tech
Added Amplitude, dropped Mixpanel
Migration completed third week of April.
3w
Exec
New Head of Data — Priya Shah, ex-Stripe
Joined April 24. Owns data platform & analytics.
3w
03Tech stack

What they added. What they dropped.

60,000+ technologies tracked daily. Every added, removed, and upgraded change logged. The meaningful ones get annotated — why does dropping Marketo for HubSpot signal a budget shift? Mama tells you.

Inventory is table stakes. Changes are the news.

Amplitude Segment Fivetran dbt Mixpanel HubSpot Apollo Gong Vercel Datadog
Recent changes
Added Amplitude (analytics) 3w
Removed Mixpanel (analytics) 3w
Added Gong (sales intelligence) 5w
Upgraded Datadog plan — Enterprise 1m
04What they care about

Their customers wrote your opener. Mama just finds it.

G2, Trustpilot, Reddit, Hacker News, Capterra — Mama mines what the company's customers are saying about them. Pulls two or three quotes that signal a current pain or pattern. Direct ammunition for your pitch.

Their words, not yours. The most persuasive copy you'll ever write is the copy you didn't write.

"Performance has gotten noticeably worse since the AI features rolled out. Page loads taking 4-6 seconds."
G2 review · 1w ago
"Their analytics dashboards are great but we're hitting query limits hourly. Need something more elastic."
Reddit r/dataengineering · 2w ago
"Honestly the data team here is one of the strongest reasons we still use them. Whatever they're doing internally is good."
Hacker News thread · 3w ago
05Draft opener

Ready to send. Or to rewrite. Your call.

A three-to-five sentence cold opener generated specifically for this account — anchored on the why-now hook, referencing the highest-ranked signal, with their customer voice as ammunition. Copy it, send it, or regenerate until it sounds like you.

One click to Smartlead, Instantly, Lemlist, Apollo, Outreach, or HubSpot Sequences. Lands in the right field, ready to go.

To: Sarah Chen, VP Data · Subject: Series C + data infra at Notion

Hey Sarah — saw Notion just closed Series C and is staffing up the data team in NY. With 12 engineer roles open and the recent move from Mixpanel to Amplitude, I'm guessing analytics infra is top of mind. We help teams in exactly this transition — happy to share what we've learned with Notion-stage companies if useful.

Why Mama writes, not exports

Synthesized, not summarized.

Other tools surface signals. Mama writes you the brief that uses them — the why-now paragraph, the ranked signals, the customer voice, the opener. One artifact. Six seconds.

What others hand you
signals_notion_so.csv
Date Type Detail Source
2026-05-19fundingSeries C — $50M led by SequoiaCrunchbase
2026-05-16hiringSenior data engineer · NYLinkedIn
2026-05-16hiringSenior data engineer · SFLinkedIn
2026-05-14hiringStaff data engineer · NYLinkedIn
2026-05-12hiringML platform engineer · SFLinkedIn
2026-04-30tech_addAmplitudeBuiltWith
2026-04-30tech_rmMixpanelBuiltWith
2026-04-24execHead of Data: Priya ShahLinkedIn
2026-04-14voiceG2 review · performanceG2
2026-04-08voiceReddit r/dataengineeringReddit

Raw signal exports across six tools. You stitch them together. You write the opener.

What Mama writes
Notion Labs
notion.so · synthesized in 6.2s
ICP fit
92

Just closed Series C ($50M). Hiring 12 data engineers across NY/SF — building internal AI tooling. Switched from Mixpanel to Amplitude three weeks ago, suggesting analytics infrastructure is a live priority right now.

7 ranked signals
3 voice quotes
4 tech changes

One brief. The why-now hook, the ranked signals, the customer voice, the opener. Six seconds.

01

Narrative, not list.

A paragraph has cause and effect. A CSV is just sorted facts. Mama writes you the cause-and-effect story — what changed, why it matters, what to say about it.

02

Ranked by ICP, not by recency.

Mama scores every signal against your ICP rubric. A Series A at a target-fit company outranks a Series C at a misfit. The signals that matter to you bubble up.

03

Ready to send, not study.

Every brief ends with a draft opener — anchored on the why-now hook, sequencer-ready. Copy it, regenerate it, send it. No "now what do I do with this CSV" moment.

Where the data comes from

Every brief is built from 1,000+ sources.

Mama doesn't wrap somebody else's API. She owns the pipeline — continuously monitoring funding, hiring, tech changes, exec moves, customer voice, and company activity across every signal that matters.

1,000+
Data sources
Continuously monitored
10+
Tech crawlers
Indexing the web daily
6
Signal categories
In every brief
Funding & financial

When money moves, intent moves.

Mama tracks funding rounds, valuations, and public filings from the moment they hit the wire — and weights newer raises by recency against ICP fit.

Crunchbase SEC EDGAR Pitchbook AngelList Wellfound PR Newswire Press wire RSS
+ 12 funding-announcement feeds
Hiring & role changes

A hiring spike is a buying signal.

12 senior data engineer roles posted in one month? Mama notices, weights by role-relevance to your ICP, and flags the spike — not just the listings.

LinkedIn Indeed Wellfound Glassdoor BuiltIn Y Combinator jobs Careers RSS
+ 27 board feeds & spike detection
Tech stack changes

Added Amplitude. Dropped Marketo.

Mama detects every tech change across 60,000+ technologies, daily. The ten crawlers we built are the only ones that do this at this depth — that's the real moat.

10+ Mama crawlers BuiltWith data StackShare GitHub signals DNS records HTTP headers JS fingerprinting
+ taxonomy of 60K technologies
Customer voice mining

Their customers wrote your opener.

What their customers say about them — straight ammunition for your pitch. Surfaced from five review platforms and fifty subreddits, ranked by relevance to your offer.

G2 Trustpilot Capterra TrustRadius Reddit Hacker News Product Hunt Software Advice
+ 50 subreddits monitored continuously
Exec moves & leadership

New VP. New buying committee.

New CFO. New Head of Data. New VP RevOps. Mama flags every leadership change at companies in your workspace, the day it happens — and tells you who they came from.

LinkedIn (exec) Twitter / X Press releases Company About pages Glassdoor sentiment Layoffs.fyi
+ org-chart change detection
Company activity

The "they're up to something" signals.

Product launches, blog posts, sitemap diffs, conference talks. The signals that pre-figure a buying window before anyone's calling it one yet.

Company blog RSS Press releases Sitemap diffs Product Hunt Conference speakers Changelog feeds Social monitoring
+ webhook integrations for custom feeds
How teams run briefs

Three workflows. One brief.

Same product, three different shapes. Pick the workflow that sounds like your week.

For SDRs · solo

The SDR sending 50 today.

Run a batch of 50 domains in the morning. Mama writes 50 briefs in parallel. You spend the afternoon sending, not researching.

1 Paste 50 domains from your target list, or pipe them from your sequencer.
2 Mama generates briefs in parallel — ~6 seconds each, all done in a minute.
3 Open each brief, copy the opener, regenerate the line that's off.
4 Send. Repeat tomorrow with a new batch.
100 briefs / month included
~3–4 hours saved per day
Copy / regenerate / manual send
For outbound teams · 5+ reps

The team running four ICPs.

Each rep gets their own workspace. ICP rubric defined per workspace. Critical signals push to Slack. Shared brief library — no duplicate research across the team.

1 Define ICP rubric per workspace (Enterprise EU, Mid-Market NA, etc.).
2 Reps run briefs against their workspace's target accounts.
3 Critical signals (Series A+, hiring spikes) push to your Slack channel.
4 Push briefs straight to Smartlead, Instantly, HubSpot — one click.
1,000 briefs / month included
5 workspaces & 5 seats
Sequencer push & Slack alerts
For consultancies · 5+ clients

The consultancy serving eight clients.

Each client is a workspace. Their ICP, their brand. White-label briefs export as branded PDFs. API integration means the workflow scales without manual handoffs.

1 New client → new workspace with their ICP definition & brand.
2 Run briefs against their target list, or upload via the API.
3 Briefs export as branded PDFs (your client's logo, your client's domain).
4 Hand off the report, or push into the client's own sequencer.
Unlimited briefs & workspaces
White-label PDF & API access
Dedicated onboarding & support

Not sure which fits? Talk to us — we'll suggest the plan that matches your volume.

Briefs by plan

More briefs as you scale.

Volume scales with the plan. The brief itself stays the same — synthesized, ranked, ready to send.

Solo
$49 / month
100
Briefs / month
  • 30-day brief history
  • Copy to clipboard / manual send
  • All 6 signal categories
  • Email support, 48h response
Start free
Pro
$599 / month
Unlimited
Briefs forever
  • White-label branded PDF exports
  • Full API access & webhooks
  • Priority data refresh
  • Dedicated onboarding & priority support
Talk to us

Need annual billing, startup discount, or a custom volume? See the full pricing page →

Brief questions

What everyone asks about briefs.

Specifically about brief generation — pricing, integrations, and general questions live on the pricing page and main FAQ.

Every fact in a brief is traceable to its source signal — funding rounds cite Crunchbase / SEC, hiring numbers cite LinkedIn / Indeed, tech changes cite our crawlers, voice quotes cite G2 / Reddit / HN. The synthesis layer summarizes and ranks, but doesn't invent. About 0.5% of briefs flag a "low confidence" warning when Mama can't verify a signal across at least two sources — those flags are visible in the brief itself.
On Solo, the five brief sections are fixed. On Team and Pro, you configure your ICP rubric per workspace — Mama uses it to weight which signals bubble up to the "Active signals" section. On Pro, you can also define custom signal categories (e.g., compliance-related events for fintech-only workflows). The brief template itself stays consistent across all plans — synthesis quality is the same.
Funding signals are near-real-time via Crunchbase API + press-wire RSS. Hiring and exec moves refresh every 24 hours. Tech-stack changes refresh every 7 days for tracked accounts, or on-demand when you run a fresh brief on a domain. Customer voice refreshes every 24–72 hours depending on the source. When you paste a domain, Mama auto-refreshes any cached signal that's older than the freshness threshold.
Click Regenerate. Mama writes a new opener anchored on the same why-now hook but from a different angle (different signal as the lead, different voice quote referenced, different tone). You can regenerate up to 5 times per brief on the same brief credit — same data, different framing. After 5 regens we suggest editing manually; by that point you've seen every angle Mama can take.
Yes. Mama pulls from international sources — UK, EU, Canada, Australia, India, Brazil, Singapore have good coverage. Funding-data coverage is strongest for US and EU. Tech detection and voice mining work globally. Briefs are written in English for now; non-English brief generation is on the roadmap for late 2026.
You define your ICP rubric per workspace — company size, industry, geography, tech stack patterns, recent activity signals. Mama scores every brief against this rubric and surfaces the ICP fit number (0–100) at the top of the brief. The signals inside the brief are ranked by ICP relevance, not by recency. Solo plans use a default ICP rubric; Team and Pro plans get full custom configuration with multiple ICPs per workspace.
Yes — Team and Pro plans export briefs as PDFs. Pro plans add white-label branding (your logo, your colors, your domain in the PDF header), which is the primary use case for consultancies forwarding briefs to clients. Solo plans can copy brief content to clipboard or share read-only links, but no PDF export.

More general questions? See the glossary or talk to us.

Try it on a company you know

One paste. One brief.
Six seconds.

Pick a domain you know well. See what Mama writes about it. Decide if it's the brief you'd have written yourself.

Free forever · No credit card · Brief in 6 seconds