Real teams. Real signals. Real pipeline.
How four teams, from a B2B demand-gen agency to fast-moving SaaS startups, use Hunch to find in-market accounts, track buying signals they couldn't see anywhere else, and book more meetings.
LeadSpot
A B2B lead-generation agency selling content syndication, HQL/BANT leads, and appointment setting to demand-gen teams.
1,400+
In-market accounts surfaced in the first 90 days
68
Qualified meetings booked from Hunch signals
$1.4M
New pipeline attributed to Hunch-sourced accounts
3.2x
More SQLs than their previous prospecting
The challenge
LeadSpot's whole pitch is reaching buyers who are actually in-market right now. But their reps were prospecting the same static lists as everyone else. The hard part wasn't sending outreach, it was knowing which companies had a live reason to buy content syndication this week: a new demand-gen leader with a pipeline number to hit, a fresh raise with budget to spend, a product launch that needs an audience.
That timing signal lived across press releases, job boards, funding announcements, and LinkedIn, in a dozen places no one had time to watch.
The signals they built
In plain English, LeadSpot defined the exact buying triggers that mean “this company needs pipeline now”:
How LeadSpot runs on Hunch
Discovery finds net-new in-market accounts
Instead of buying static lists, LeadSpot lets Hunch surface companies across their target verticals (Tech, Logistics, HCM, Crypto) that are showing a live buying trigger, then researches each one automatically.
One ICP, tuned to their best-fit buyers
Their ICP, built from their own knowledge base, keeps discovery focused on the company sizes, industries, and titles that actually convert to approved leads.
Real-time Slack alerts to the SDR pod
The moment a signal fires, the full brief, headline, why-now, and a drafted opener, lands in the team's Slack channel so a rep can act the same day.
Qualified accounts bulk-pushed to HubSpot
Every week the team selects the hottest accounts and pushes them into HubSpot in one click, deduped by domain, with the Hunch Score and signal context attached for the rep working the deal.
A daily digest that starts the morning
An 8am digest summarizes every new signal and recommended account, so the team walks in knowing exactly who moved overnight.
Drafted outreach grounded in the trigger
Each brief includes a first-touch message tied to the specific event, so reps open with the reason to talk, not a generic template.
“We sell being in front of buyers at the exact right moment, so we can't be the team prospecting stale lists. Hunch tells us which companies just gave us a reason to call. In the first quarter it found 1,400 in-market accounts we'd never have known were ready, and turned them into 68 booked meetings. It's the difference between guessing and knowing.”
Docsio
SaaS · Dev toolsAn AI documentation platform that turns a product site into a branded docs site in minutes.
Docsio sells to teams with a real, immediate documentation need. The strongest moment to reach them is right when that need appears, so Docsio built signals around it: a company launching a new API or developer product, hiring technical writers or DevRel, raising a seed or Series A, or publicly outgrowing GitBook, Readme, or Mintlify.
Hunch's discovery surfaces dev-tool and SaaS companies the moment they hit one of those triggers. Because Docsio's own team lives in the editor, they wired Hunch into their workflow over the MCP server, so their AI agent can pull the day's hottest accounts and draft first-touch messages without leaving their tools, with real-time Slack alertsfor anything that can't wait.
340+
Dev-tool & SaaS companies flagged launching new docs
27
Demos booked from launch-timed outreach
41%
Reply rate on signal-based first touches
“When a company ships a new API, they need docs that week. Hunch tells us the day it happens, and our agent drafts the outreach over MCP. We stopped guessing who to email.” — Founder, Docsio
outwrite.ai
SaaS · AEOA content & visibility platform that helps brands get cited inside AI search.
outwrite.ai targets founders, ecommerce brands, and agencies who care about being found in ChatGPT and Perplexity. Their buying triggers: a company hiring a Head of SEO, Content, or Growth, a brand losing AI visibility, a rebrand or product launch, or an agency taking on new clients.
As a product team, they took the developer path: outwrite.ai consumes Hunch's signed webhooks and REST API to pipe every new detection straight into their own system, scoring and routing accounts automatically. A daily digest keeps the founders in the loop without another dashboard to check.
900+
Brands surfaced showing a visibility trigger
3x
Growth in qualified pipeline quarter over quarter
52
Meetings booked from routed signals
“We don't even log into Hunch most days. Its webhooks feed our system directly, so the moment a brand shows a signal, it's scored and routed to the right rep automatically.” — Founder, outwrite.ai
Jottler
SaaS · ContentAn autonomous AI content agent that runs the whole SEO pipeline, from research to publishing.
Jottler's best prospects are companies about to spend on content, so it's cheaper to automate. Its signals catch exactly that intent: a company hiring content marketers or SEO leads, launching a blog or content initiative, an ecommerce brand scaling after a raise, or an agency growing its content team.
Jottler runs a saved search that re-runs daily, then uses the REST API to bulk-pull qualified accounts into their own outreach sequences, and pushes the highest scorers to their CRM. The recurring discovery means a steady flow of fresh, in-market companies with zero manual list-building.
1,100+
Companies flagged scaling content spend
44
Trials started from signal-timed outreach
$380K
New pipeline in one quarter
“A saved search runs every morning and the API drops fresh, in-market accounts into our sequences. We haven't built a prospecting list by hand since.” — Founder, Jottler
One platform, every workflow.
Between these four teams, every piece of Hunch is in daily use, from plain-English signals to the API and MCP. However your team works, Hunch fits into it.
Plain-English signals
Every team describes their own buying triggers in a sentence. No rules, no keywords.
Net-new discovery
Hunch surfaces in-market companies matching each ICP, not just accounts you already track.
Real-time Slack alerts
LeadSpot and Docsio act the same day a signal fires, straight from their channel.
HubSpot push
Qualified accounts flow into the CRM, single or bulk, scored and deduped.
Signed webhooks
outwrite.ai routes every detection into its own system automatically.
REST API
Jottler bulk-pulls fresh accounts into its sequences with no manual list-building.
MCP server
Docsio's AI agent reads signals and drafts outreach without leaving the editor.
ICP & saved searches
Recurring discovery keeps a steady flow of best-fit, in-market companies.
Daily digest
Everyone starts the morning knowing exactly who moved overnight.
Find your in-market accounts.
Whatever you sell, define the signal that means “ready to buy” and let Hunch find the companies showing it. Set up in under 10 minutes.