SaaS founders sourcing prospects
Find people explicitly describing the problem your tool solves — by industry, role, and recency.
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.
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
4.12억
8개 플랫폼에서 색인된 공개 게시물
4.2분
첫 리드까지의 중앙값
94%
가 트라이얼 중 실제 리드 발견
11
검색당 교차 참조 소스
The premise
당신이 파는 것이 누구에게 필요한지 추측하는 것을 멈추세요.
Reddit 어딘가에서 프로덕트 매니저가 Notion 검색이 망가진 이유에 대해 1,200단어의 글을 쓰고 있습니다. 이 사람들은 존재합니다.
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.
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.
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.
Editorial
가장 정직한 시장 조사는 이미 공개되어 있습니다.
사람들은 설문 조사에 답하지 않습니다. 그들은 트윗합니다.
30일 동안 Notion 검색에 대해 불평하는 218명의 PM을 찾았습니다. 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.
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.
PMMs doing competitor research
"People leaving Asana for…" "Frustrations with HubSpot…" — discover the real switching reasons, not the survey-curated ones.
Founders testing product hypotheses
Before building the feature, find the 50 people on Reddit and X who already asked for it. Validate, then ship.
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.
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.
What it does
조사가 작동하는 방식.
키워드 알림 도구가 아닙니다. 감정 대시보드가 아닙니다. AI로 자동화된 진짜 연구 방법입니다.
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
문제 중심 쿼리
제품이 아닌 고통을 입력합니다. AI가 의도를 이해하고 그 위에 쿼리를 만듭니다.
02
플랫폼 네이티브 파싱
Reddit, X, LinkedIn, TikTok, Hacker News, Indie Hackers.
03
사용자명 수준 해상도
모든 결과는 한 사람입니다.
04
최신성 가중 순위
지난 7일, 30일, 90일.
05
CSV 출력, CRM 입력
쿼리당 50, 500 또는 5,000개의 리드를 내보냅니다.
→
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
세 단계. SQL 없음.
01
문제를 설명하세요
자연어로. AI가 의도, 동의어, 슬랭을 이해합니다.
02
우리는 공개 웹을 스캔합니다
여덟 개의 플랫폼.
03
내보내고 연락하세요
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."
"I ran a search for 'people who built their own RAG and regret it' on a Sunday. Found 47. Booked 9 demos that week."
"We replaced our 'social listening tool' with this and saved $14K/year. The honest comparison is they are not the same product."
Pricing
실제로 작업하는 사람을 위한 가격.
"세일즈에 문의" 티어 없음.
노트북
무료
For trying it out.
- 3 investigations / month
- 500 results per investigation
- All 8 platforms
- CSV export
필드 키트
$49/월
For weekly outbound rhythm.
- 50 investigations / month
- 5,000 results per investigation
- Clay + Apollo + HubSpot + Notion integrations
- Saved searches with weekly digest
- API access (read-only)
뉴스룸
$199/월
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
FAQ
자주 묻는 질문.
이것이 합법인가요?
우리는 공개적으로 접근 가능한 게시물을 색인합니다.
Brandwatch와의 차이점은?
그들은 브랜드 언급 시 경고합니다. 우리는 그 반대를 합니다.
경쟁사 이름으로 검색할 수 있나요?
네.
일반적인 조사 비용은?
30일 동안 500개의 결과 = 1 크레딧.
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.
