crowd·scope
Starta undersökning
Crowd Scope — investigative magazine collage of social profiles
AI-PUBLIKSÖKARE · UNDERSÖKANDE

Hitta din publik.

Riktiga användarnamn. Riktiga samtal. Beskriv ditt problem på vanligt språk så läser vår AI det offentliga webben, förstår avsikten och lyfter fram personerna som klagar, rekommenderar och söker. Gör social signal till en leadlista på fem minuter.

No card. 3 free investigations. Results in < 5 min.

Live signal

See the signal decrypt.

A live sample of what an investigation surfaces — real usernames, real quotes, real timestamps. Streaming in as the index updates.

Editorial annotated visualization of a Reddit thread — stacked cards with terracotta vote arrows, hand-drawn annotations and a magnifying glass
Real threads. Real frustrations. Indexed in 5 minutes.
investigation_07412.log LIVE INDEX
u/notion_struggles Honestly the search in Notion is unusable. I have 4K notes and cannot find anything. r/Notion · 14h
@priya_b Anyone else looking for a Calendly replacement that actually works with 3 calendars? X · 2d
/in/marc-fellow HubSpot reporting is a black box. We are paying $4.8K/mo for charts I cannot trust. LinkedIn · 3d
u/saas_curious_pm Looking for an actually-cheap SOC2 vendor — Vanta quoted us $28K, that is a non-starter for a 6-person seed startup. r/SaaS · 6h
@dev_ana Vercel pricing is mental. Anyone moved away successfully without breaking ISR? X · 11h
u/growthhacks_throwaway Asana is so slow now I can hear my laptop fan when I open it. Need a replacement. r/SaaS · 1d
@founder_jess My CRO and I have spent 14 hours this week trying to make Marketo dashboards make sense. What do people actually use? X · 4h
u/nx_struggles
@priya_b
marc-fellow
u/saas_pm
@dev.ana
u/gh_throw
@founder_jess
a-l-orozco
u/ops_mira
@devon_w
@ramp_curious
u/hn_lurker_
m-takahashi
@n_castillo
412M
offentliga inlägg indexerade på 8 plattformar
4,2 min
medianvärde till första lead
94 %
hittar en riktig lead i trial
11
källor per sökning
The premise

Sluta gissa vem som behöver det du säljer.

Någonstans på Reddit skriver en product manager 1 200 ord om Notions trasiga sök. Dessa människor finns.

See an investigation →
example query · 2 min ago
$ crowdscope investigate
"product managers complaining about Notion search, last 30 days"
› scanning 8 platforms…
› reddit: 218 posts (r/Notion, r/SaaS, r/productivity)
› x: 94 posts
› linkedin: 67 public comments
› hn + indie hackers: 33 threads
→ 412 named individuals · CSV ready
Where we listen

Eight platforms. Native grammar. One index.

Hover a column to expand. Each platform is parsed the way its users actually post — Reddit threads stay threaded, X posts stay timestamped, LinkedIn comments stay attached to the post they reply to.

r/
Reddit
128M indexed posts
The most candid signal on the internet. We parse r/SaaS, r/marketing, r/devops, r/productivity, and 240 industry subs — full thread context, not just the headline. "I have spent 4 hours rebuilding a HubSpot funnel chart in Google Sheets because the native one is wrong."
01
𝕏
X / Twitter
187M indexed posts
Real-time complaints, recommendations, and "looking for" tweets. We surface single tweets and full threads, ranked by recency × specificity, not virality. "Quitting Calendly for SavvyCal. Anyone done this? Drop me a DM I want to compare notes."
02
in/
LinkedIn
48M public posts
Comment threads where buyers vent. We focus on the public layer — company posts, public comments, articles — and respect the platform's gated content boundary. "Three months in with Salesforce Marketing Cloud. Honest take: I would not recommend it to a friend."
03
@
TikTok captions
24M captions parsed
Underrated source. Founders and PMs increasingly post product complaints as captions on talking-head videos. We index captions + transcripts of public videos. "POV: you are a Notion power user and the search just cost you a meeting. Again."
04
HN
Hacker News + Indie Hackers + Product Hunt + Discord
25M posts + 4K servers
The dev-led long tail. HN comment chains, IH revenue posts, PH ship logs, and public Discord servers where founders ask each other what tools they actually pay for. "Looking for a Mixpanel alternative for a 12-person startup. Budget: under $500/mo. Real recommendations only please."
05
Before & after

What changes when you stop guessing.

The same growth lead, same week, same target audience. Hand-rolled outbound on the left. A Crowd Scope investigation on the right.

Before · the rotation

Hand-rolled list, hand-read sources, hand-curated rows

  • Monday 9:00 — open 14 tabs: Reddit search, X advanced search, LinkedIn company filter, Indie Hackers, HN.
  • Monday 11:30 — 22 promising posts found, 4 are 18 months old, 2 are bots, 6 are not actually the ICP.
  • Tuesday — copy-paste usernames into a Notion doc. Manually find emails. 11 enriched of 22.
  • Wednesday — write 11 cold emails referencing each person's quote.
  • Thursday — pause for fires. Lose context. Restart Friday.
22 hours · 11 contacted · 1 reply
After · Crowd Scope

One natural-language query. 412 named individuals. CSV.

  • Monday 9:00 — type the problem into Crowd Scope. Pick recency window. Hit go.
  • Monday 9:06 — 412 rows. Username, quote, source URL, date, platform.
  • Monday 9:30 — push to Clay. Enrich emails on the 412. ~340 valid.
  • Monday afternoon — first 40 sequenced. Each references the exact quote each person wrote.
  • Tuesday — 8 replies. 3 booked calls. Pipeline started.
2 hours · 40 contacted · 8 replies · 3 calls
Editorial

Den ärligaste marknadsundersökningen är redan offentlig.

Människor fyller inte i enkäter. De tweetar.

Vi hittade 218 PMs som klagade på Notion-sök på 30 dagar. Anaïs L., Head of Growth, Reflect AI
Use cases

Six ways teams are using it.

Crowd Scope is not a category — it is a method. Here is how four different roles run investigations on the same index.

01

SaaS founders sourcing prospects

Find people explicitly describing the problem your tool solves — by industry, role, and recency.

avg: 412 named leads / search
02

GTM teams running outbound

Replace cold-list scraping with high-intent named individuals. Every row has a quote you can reference in your first message.

4.2× higher reply rate vs Apollo lists
03

PMMs doing competitor research

"People leaving Asana for…" "Frustrations with HubSpot…" — discover the real switching reasons, not the survey-curated ones.

used by 38 PMM teams
04

Founders testing product hypotheses

Before building the feature, find the 50 people on Reddit and X who already asked for it. Validate, then ship.

avg: 5 min to first signal
05

Content marketers finding what to write

Index real frustrations to inform a 12-week editorial calendar. Every post is a real question a real person asked, on a real day.

avg: 90 topics per investigation
06

Agencies pitching new accounts

Walk into the pitch with 80 named individuals from the prospect's target ICP, each posting publicly about the prospect's problem.

used by 16 growth agencies
What it does

Så fungerar en undersökning.

Inte ett varningsverktyg. Inte en sentiment-dashboard. En riktig forskningsmetod, automatiserad med AI.

Overhead investigator's desk — notebook with sketched portraits, brass magnifying glass, social-profile-shaped cards, fountain pen, magenta sticky note
Field notes from a Crowd Scope investigation.
Method

Built like an investigation, not a dashboard.

Every search starts with a person, not a metric. We surface the username, the platform, the day they posted — and the exact words they used. You read the case file before you write the first message.

Username · quote · source URL · date · platform.

01

Problemorienterade sökningar

Du skriver smärtan, inte produkten. AI:n förstår avsikten och bygger sökningen.

02

Plattformsnativ parsning

Reddit, X, LinkedIn, TikTok, Hacker News, Indie Hackers.

03

Upplösning på användarnamnsnivå

Varje resultat är en person.

04

Aktualitetsvägd rankning

7, 30, 90 dagar.

05

CSV ut, CRM in

Exportera 50, 500 eller 5 000 leads.

Built by people who used to do this manually

We come from a growth team where three of us spent every Monday morning reading Reddit. We are the team most likely to feel embarrassed if it does not work.

Process

Tre steg. Ingen SQL.

Three-step investigative process — magnifying glass over a feed, username tags being filtered, envelope in tray — connected by terracotta arrows
Search · Filter · Export.
01

Beskriv problemet

I naturligt språk. AI:n förstår avsikt, synonymer och slang.

02

Vi scannar det offentliga webben

Åtta plattformar.

03

Exportera och kontakta

CSV, Clay, Apollo, HubSpot.

From the field

What people who used it said.

"It took our cold outbound reply rate from 1.4% to 6.2% in eight weeks. Same SDR, same product. Just better lists."
Anaïs L. Head of Growth, Reflect AI
"I ran a search for 'people who built their own RAG and regret it' on a Sunday. Found 47. Booked 9 demos that week."
Devon W. Founder, Threadlight (vector infra)
"We replaced our 'social listening tool' with this and saved $14K/year. The honest comparison is they are not the same product."
Mira S. CMO, Pleo
Pricing

Priser för den som gör jobbet.

Ingen "kontakta säljteamet"-nivå.

Anteckningsbok

Gratis

For trying it out.

  • 3 investigations / month
  • 500 results per investigation
  • All 8 platforms
  • CSV export
Starta undersökning

Redaktion

$199/mån

For teams running multiple plays.

  • Unlimited investigations
  • Up to 25,000 results per query
  • 5 seats included
  • Full API + webhooks
  • Priority indexing on new platforms
  • Slack + ICP coaching
Starta undersökning
FAQ

Vad folk frågar.

Är detta lagligt?

Vi indexerar offentligt tillgängliga inlägg.

Skillnad mot Brandwatch?

De varnar när ditt varumärke nämns. Vi gör motsatsen.

Kan jag söka på en konkurrent?

Ja.

Vad kostar en typisk undersökning?

500 resultat, 30 dagar = 1 kredit.

About

For founders who'd rather read the conversation than guess at it.

Crowd Scope is a quieter way to do go-to-market. No spray-and-pray. No invented personas. You sit with the actual words your future customers wrote, the day they wrote them — and then you reply.

Slow research · fast outreach.

Over-the-shoulder portrait of someone reading profile cards in a cozy nook with a terracotta blanket and bookshelves
Reading the case before writing the email.

Your next 100 customers are already complaining about something.

Gratis trial. Inget kort.

Starta undersökning