Winnowhq
In-market buyer intelligence

Reddit signal, not Reddit noise.

In-market B2B buyers for your product, pulled from real Reddit threads this month. Every lead is a verbatim quote, a live source link, and an intent score - scoped to your category, delivered with a companion CSV in 72 hours.

~35 buyers per scan·100% quote-attested·Companion CSV·72-hour delivery
Hands at a backlit keyboard in the dark
01
Methodology

A small pipeline run by one researcher, for every cut.

For each cut, a fresh corpus of recent threads is pulled from the subreddits where your buyers actually talk. Every thread is de-duplicated, scored on six axes of intent, and read by a human before a single quote leaves the pipeline.

The model scores urgency, budget, vendor specificity, recency, role fit, and tool-stack disclosure from 0 to 100. A thread makes the report only above 65, and every quote links to its live source. Nothing is paraphrased, nothing invented.

Hands at a backlit keyboard in the dark
01
Step 01
Ingest

Your subreddits · recent threads · scored fresh per cut

02
Step 02
Score

Six-axis intent model · urgency, budget, recency, fit

03
Step 03
Read

Human researcher reviews · attests every quote

04
Step 04
Publish

12 pp PDF · cited URLs · CSV of qualified threads

Corpus, latest sample

20 buyers · 6 markets · 12 subreddits · last three weeks of May 2026.

Score threshold

Threads enter only at intent ≥ 65. Median accepted 78, rejection rate 71%.

Human in the loop

Every published quote is read end-to-end. Nothing paraphrased, nothing fabricated, URL-attested.

The feed, in motion

This is what a buyer looks like before they search for you.

Every line is a real Reddit thread from the last few weeks. The classifier scores intent on six axes as each scrolls past, and flags the few who are shopping right now. You get those few, in their own words, with the link.

Live r/SaaS feed·Six-axis score·In-market at 85+
r/SaaS/new · liveScanning
r/SaaS·2w

We're running Zendesk and Intercom and looking to consolidate. The driver is AI deflection.

Support
97In-market
r/CustomerSuccess·today

the apollo data quality has been rough latley, we're seeing like 15-20% bounce rates.

Prospecting
93In-market
r/smallbusiness·4w

five freaking tools, $350/mo for two people. I need one system that does all of it.

CRM
92In-market
r/smallbusiness·1d

I'm looking for a scalable CRM that doesn't cost a fortune.

CRM
87In-market
r/SaaS·1w

billing is this messy combination of Stripe, spreadsheets, and a lot of prayer.

Billing
87In-market
r/nocode·1w

retool was my first thought, but the pricing gives me pause for 25 people.

Internal tools
86In-market
r/analytics·1w

6 hours of copy paste and we still get typos that break dashboards.

Data/BI
84Watch
r/recruiting·3w

using Encore/Cluen, asked to see what else is faster, more modern, integrates AI.

ATS
80Watch
r/SaaS·2w

We're running Zendesk and Intercom and looking to consolidate. The driver is AI deflection.

Support
97In-market
r/CustomerSuccess·today

the apollo data quality has been rough latley, we're seeing like 15-20% bounce rates.

Prospecting
93In-market
r/smallbusiness·4w

five freaking tools, $350/mo for two people. I need one system that does all of it.

CRM
92In-market
r/smallbusiness·1d

I'm looking for a scalable CRM that doesn't cost a fortune.

CRM
87In-market
r/SaaS·1w

billing is this messy combination of Stripe, spreadsheets, and a lot of prayer.

Billing
87In-market
r/nocode·1w

retool was my first thought, but the pricing gives me pause for 25 people.

Internal tools
86In-market
r/analytics·1w

6 hours of copy paste and we still get typos that break dashboards.

Data/BI
84Watch
r/recruiting·3w

using Encore/Cluen, asked to see what else is faster, more modern, integrates AI.

ATS
80Watch
Sourced this month3 in-market, this view
02
What's inside

Twelve pages, eight sections, one CSV.

01Editorial · pp. 1–1

Executive summary

A one-page brief: the top three buyer patterns this week, with the strongest verbatim from each.

02Data · pp. 2–4

In-market buyer index

A ranked table of 24–40 qualified threads with intent score, role, sector, and a direct source URL.

03Editorial · pp. 5–6

Pain taxonomy

Grouped pains (list rot, first-touch fatigue) with weighted frequency and three verbatims each.

04Data · pp. 7–8

Vendor mentions, scored

Which tools buyers are abandoning, comparing, or shortlisting, with sentiment per mention.

05Editorial · pp. 9–10

Three letters to write today

Outbound drafts grounded in actual quotes from the report. Use as-is or as a template.

06Reference · pp. 11–12

Methodology & sources

Sampling method, intent-score rubric, rejection criteria, and every URL cited in the issue.

07Data · file

Companion CSV

Your working file: every qualified thread, its intent score, and the source link. For your own research, not a resale list.

04
Sample report

See the buyers before you order.

A full issue, free and ungated: 20 in-market buyers across six markets, every quote confirmed against its live Reddit link. No email required.

Read the full issue (PDF)
Winnowhq SampleP. 01

Six markets, one month.

What Winnowhq surfaced across six product categories, May 2026.

Customer support. A B2B SaaS running Zendesk and Intercom, around 1,900 tickets a month, shopping to consolidate on AI deflection. Intent 97.

Sales tooling. A founder paying $350 a month across five tools that will not sync, who wants one system that does all of it. Intent 92.

Billing. A SaaS founder whose billing is Stripe, spreadsheets, and a lot of prayer, who knows it needs fixing. Intent 87.

WINNOWP. 01 / 06

FIG. 3   Tap a page to preview. The full issue is free above, no email.

“The honest version of buyer intent is not a heat-map. It’s a paragraph someone wrote at 2 a.m. because their pipeline was broken and they couldn’t sleep.”
From the editor’s note
03
Versus

Three ways to find your next ten customers.

Hire a researcher

Cost per report
$4,800 – $9,000freelance, 60–80 hrs
Time to delivery
2 – 3 weeksscoping + research + edit
Verbatim quotes, attested
Sometimesdepends on the researcher
Companion CSV
Negotiableextra deliverable
Editorial point of view
Variableresearcher-dependent

DIY with ChatGPT

Cost per report
$20 + 18 hrs of your timetokens + opportunity cost
Time to delivery
1 – 2 weekendsif you finish at all
Verbatim quotes, attested
Rarelymodel hallucinates citations
Companion CSV
Build it yourselfprompt engineering
Editorial point of view
Nonemodel produces summary

Winnowhq

us
Cost per report
$497 – $2,997flat, one-time
Time to delivery
72 hoursfrom order to PDF
Verbatim quotes, attested
Always100% URL-attested
Companion CSV
Includedqualified threads, scored
Editorial point of view
One researcher, every issueconsistent voice
06
Order a cut

Three ways in. One researcher.

Most ordered
Tier 02 · Cut + call
$997/ one cut

Scoped to your specific product. We define your buyer on a call, then read the results together.

  • Buyers in-market for your productbespoke
  • We scope your ICP before the run
  • Deeper buyer index~60
  • One 30-minute strategy call30 min
Tier 01 · Category scan
$497/ one scan

A read of who is shopping in your category this month. The way to see the work before you commit.

  • 30 to 40 in-market buyers, scored~35
  • Scoped to your categorycategory
  • Every quote attested to a live link100%
  • Companion CSV + delivery in 72 hours72h
Tier 03 · Standing order
$2,997every 3 months

A per-product cut every month, scoped to you. Billed once every 3 months. Cancel before any cut.

  • Three bespoke cuts a quarter, one a month3 / qtr
  • Quarterly trend brief+brief
  • Direct line to the researcherSlack
  • Cancel before any cut, no lock-infree

After you order

The Category scan ships straight away. Cut + call and Standing order open with a 20-minute scope of your exact buyer, then the run begins.

What you get

A PDF brief and a companion CSV, every quote attested to a live Reddit link. Delivered within 72 hours of the scope.

How you reach a buyer

Reply with something useful in the public thread. If they engage, follow up by DM with their consent. We never scrape inboxes or enrich handles, and the file is for your outreach, not resale.

One engine · three lines

Public-record research, productized.

The same five-step loop, three raw materials. Harvest a public record, score it, verify every claim against the source, render a brief, deliver in 72 hours.

  1. 01Buyer Cuts
  2. 02Brand Defense
  3. 03Reddit Recovery