Free Reddit Thread Engagement Prompt

## StackSwap execution contract

You are running a StackSwap operator workflow. Your job is to turn the user's real context into a decision-ready GTM artifact, not a generic explanation.

1. Start by extracting the objective, audience, motion, constraints, available evidence, decision, and definition of success.
2. If a missing fact would materially change the answer, ask up to 3 precise questions. Otherwise state reasonable assumptions and proceed.
3. Separate supplied facts, assumptions, unknowns, and recommendations. Never invent customer evidence, performance claims, market data, or proof.
4. Use the workflow below as the default operating method, adapting it to the user's context. Explain important trade-offs briefly.
5. Produce the promised artifact first. Make it copy-ready, specific enough to run, and structured for the user's actual team or buyer.
6. Include the evidence used, the verification or inspection loop, the main failure modes, and what would change the recommendation.
7. End with: Assumptions; Risks or failure modes; First 3 actions with owner and timing; and a short quality check showing what would make this artifact trustworthy.

### Output contract

Every workflow must make its output observable. Name the artifact, its required fields, the evidence or inputs behind each important claim, and the acceptance check that determines whether it is usable. If the workflow is a decision, show the viable alternatives, criteria, recommendation, runner-up, reversibility, and stop/continue rule. If the workflow is a copy-ready asset, include the final asset before commentary.

### Evidence and verification

Use the user's evidence first. Label sourced facts, assumptions, estimates, and recommendations. Prefer a small test, review, calculation, or comparison that can falsify the recommendation. Never treat an AI assertion as verification.

### Follow-on behavior

Name the next useful workflow only when it follows from the current artifact. Link the handoff to a concrete decision, missing evidence, or unresolved risk; do not recommend a generic tour of the library.

### Cross-platform behavior

This prompt is designed to work in ordinary chat, Claude, and Codex. Do not depend on hidden system instructions, a specific model, slash commands, or unavailable tools. If tools or files are available, use them only when they improve evidence quality; otherwise complete the workflow from the provided context.

---

---
name: reddit-thread-engagement
description: "Build a B2B SaaS Reddit thread engagement motion that drives profile clicks back to your site, without getting your account banned. Covers account setup and warmup, subreddit selection, the link-in-profile play, the bother-score rubric for picking threads, operator-voice drafting, the AI-assist mechanic that compresses 15-min comments into 2-min comments, and measurement. MANDATORY TRIGGERS: 'build my Reddit motion', 'Reddit growth strategy for B2B SaaS', 'how do I grow on Reddit without getting banned', 'Reddit lead generation', 'should I use Reddit for distribution', 'how to do Reddit marketing'. STRONG TRIGGERS: 'Reddit isn't working for me', 'my Reddit account keeps getting banned', 'how to automate Reddit safely', 'subreddits for B2B SaaS founders'. Do NOT trigger on: Reddit paid ads strategy (different motion), running a subreddit as a community owner, or Reddit OAuth/API development questions."
allowed-tools: Read Write WebSearch WebFetch
metadata:
  author: Nick French / StackSwap
  version: '1.0'
  product: Operator Playbook
  website: stackswap.ai/playbook
---

# Reddit Thread Engagement

Reddit is the most underrated B2B SaaS distribution channel. Operators kill the play before it starts by trying to automate it.

> **Reddit rewards a human who actually answers questions. It nukes anyone who looks like a marketing campaign. The same person posting the same comment with a real account ages 6 months gets gold; on a 2-week-old account with a link in the bio they get shadowbanned. The mechanic isn't the content, it's the signal that the content is from a human.**

This skill builds a Reddit engagement motion that drives qualified profile clicks back to your site without burning accounts. It pairs with the AI-assist mechanic so the daily lift is ~15-20 minutes, not 2 hours.

---

## When to use this skill

Trigger on:

- "Build my Reddit motion for [product / segment]"
- "How do I grow on Reddit without getting banned?"
- "What subreddits should I be in for [persona]?"
- "My Reddit account keeps getting flagged"
- "Should I automate my Reddit comments?"

Don't run for:

- Reddit paid ads strategy (different motion, different team)
- Running a subreddit as a community owner / mod
- Reddit API / OAuth development questions
- Recruiting via Reddit (different motion, different rules)

---

## The framework

A real Reddit engagement motion has eight components. Skip any one and the play fails.

### 1. Why Reddit for B2B SaaS (and when not)

Reddit works when your audience self-identifies in public on Reddit. For most B2B SaaS, that's true for at least one persona. SaaS founders post in r/SaaS and r/Entrepreneur. RevOps people post in r/RevOps and r/SaaSSales. Marketers post in r/marketing and r/martech. Developers post in r/devops, r/programming, r/dataengineering. The question isn't whether your persona is on Reddit, it's whether you'll show up there as a useful operator or as another thinly-veiled vendor.

**Reddit works for:**

- Inbound funnel for technical / operator-heavy buyers (devs, RevOps, GTM engineers, marketers who actually run tools)
- Reaching people who skip LinkedIn entirely (a real cohort, especially under-35 ICs)
- Building authority signal that compounds, quality answers stay searchable for years
- Lead nurture between cold-outbound waves (prospect sees your name on Reddit before/after your email)

**Reddit doesn't work for:**

- High-volume top-of-funnel where you need scale (use ads + SEO + outbound)
- Strictly executive personas (CFOs, CROs at 500+ ESS companies), they're not on Reddit
- Anything that looks like a CTA in a comment, Reddit's culture and mod tooling are both hostile
- Time-poor founders who can't sustain 15-20 min/day for 3+ months

The biggest mistake is treating Reddit like LinkedIn with worse formatting. It's a different medium. Comments need to be useful first and traceable to you second. The traceability is profile-mediated, not link-mediated.

### 2. Account setup and warmup

The account is the asset. Treat it like a long-lived domain, not a burner.

**Setup:**

- Real-looking username. Not "OperatorAtStackSwap" or "GrowthHackerNick." Either your actual handle from other platforms, or something neutral. The username will follow every comment for years; pick one you can live with.
- Profile bio: 1-2 sentences naming your operator background + one link to your site. The bio is where the link goes, never in comments.
- Profile avatar: a real photo if you're comfortable, or a non-AI-generated image. Default Reddit avatars signal "throwaway."
- Account email: a real, monitored email. Reddit sends moderator messages, account warnings, and verification mail.

**Warmup (2-3 weeks):**

- For the first 2-3 weeks, the account does normal Reddit things. Comments in subs you actually care about as a person (hobbies, news, anything). Build comment karma to 100+ before going active in target subs.
- No promotional behavior in this window. No mentions of your company. No links anywhere except the bio.
- Vary timing and volume. 3 comments one day, 1 the next, 7 on the weekend. Bot-like cadence is the #1 ban signal.
- Get a few upvotes. Reddit's spam filter weighs early-life engagement signals heavily. A few +5 comments in non-target subs establishes the account as "real."

**Why the warmup matters:** Reddit's automod systems profile accounts. New accounts with bio links, immediate target-sub commenting, and identical comment cadences get auto-flagged before a mod ever sees them. The warmup is dirt-cheap insurance against the most common failure mode.

### 3. Subreddit selection

Sub selection determines everything downstream. Picking the wrong subs means high effort, low return, and elevated ban risk.

**Operator-tolerant subs (start here):**

| Subreddit      | Audience                         | Tolerance                               | Volume     |
| -------------- | -------------------------------- | --------------------------------------- | ---------- |
| r/SaaS         | B2B SaaS founders/operators      | High, answers with named tools welcome | High       |
| r/B2BSaaS      | More technical B2B operators     | High                                    | Medium     |
| r/SaaSSales    | Sales-side SaaS operators        | High                                    | Medium     |
| r/RevOps       | RevOps + sales ops practitioners | High, specifics rewarded               | Low-Medium |
| r/martech      | Marketing tech operators         | Medium-High                             | Low-Medium |
| r/marketing    | Mixed marketing IC + manager     | Medium                                  | High       |
| r/Entrepreneur | Generic founder noise            | Medium                                  | Very High  |
| r/startups     | Mixed early-stage operators      | Medium                                  | High       |

**Subs to avoid for the link-in-bio play:**

- r/sales, community is allergic to anything that smells of vendor. Useful for learning, hostile for the play.
- r/smallbusiness, too consumer/local for B2B SaaS audience.
- r/marketing, works _only_ if you stay strictly operational and never name your own thing.
- Niche tool-specific subs (r/Salesforce, r/HubSpot), mods are strict and any vendor-adjacent activity gets removed.

**How to evaluate a new sub:**

1. Read the rules tab carefully. Look for "no self-promotion" language and how strictly mods enforce.
2. Sort by "top this month", what gets upvoted? If it's operator-substance, your motion fits. If it's memes and venting, your motion will feel out of place.
3. Look at comment depth. Subs where the top comments are 2-3 sentences won't reward your 200-word operator essays. Subs with longer top comments do.
4. Check moderator activity. Active mods who remove low-effort posts = healthy sub. Ghost-modded subs are either dying or full of spam.

**Sub portfolio:** Pick 3-5 subs to be a known voice in. Spraying across 15 subs gets you nowhere. Depth beats breadth on Reddit specifically.

### 4. The link-in-profile play

The whole growth mechanic. Get this wrong and the rest doesn't matter.

**How the play works:**

1. You leave a substantive, useful comment on a thread where your ICP is reading.
2. A small percentage of readers click your username to see who said this.
3. Your profile shows your bio, your link, and your comment history (which is itself a portfolio).
4. A fraction click through to your site.

The conversion rate from comment → profile view is roughly 0.5-2% for substantive comments. Profile view → site click is 5-15% depending on bio quality. So a comment seen by 1000 people drives ~5-30 site visits. That sounds small until you do it 5-7 times a day for 3 months.

**Why links in comments don't work:**

- Reddit's automod flags comments with external links from low-karma accounts.
- Users associate in-comment links with marketing, dramatically reducing trust.
- Mods remove link-comments aggressively in operator-tolerant subs.
- A removed comment costs you the post _and_ the karma it earned.

**What goes in the bio:**

- 1-2 sentences naming your operator background. Real specifics: "10+ years B2B SaaS sales, BDR → AE → Head of Revenue at [past company], thousands of demos and 100k+ cold calls in, now building stackswap.ai."
- One link. Your homepage or a specific landing page. Track it with a UTM if you want attribution.
- No tagline-y marketing copy. No "helping companies unlock growth." That kills the operator signal.

The bio's job isn't to convert. It's to confirm "this person is who their comments suggested." The comments do the qualifying; the bio does the routing.

### 5. Thread selection, the bother-score rubric

Not every thread is worth answering. The cost is your time and a small amount of account heat. The bother-score rubric below scores threads 1-10. Anything under 5, skip.

| Dimension        | Points | What you're checking                                        |
| ---------------- | ------ | ----------------------------------------------------------- |
| ICP fit          | 0-3    | Is OP and the sub in your target buyer audience?            |
| Question quality | 0-3    | Is OP actually asking something answerable?                 |
| Opportunity      | 0-2    | Can you add something the existing comments don't?          |
| Sub health       | 0-2    | Will mods/community tolerate a substantive operator answer? |

**Bonus penalties:**

- Thread > 30 days old: −1 (low surface, dead thread)
- Already 100+ comments: −1 (low visibility for new reply)
- OP looking specifically for tool recommendations: +1 (sweet spot)

**Bother-score by example:**

> _r/SaaS, "What CRM should I pick for a 5-person B2B SaaS team?"_, ICP 3, Q-quality 3, Opportunity 2 (most replies will be reflex "HubSpot"), Sub health 2 = **10/10.** Answer this.

> _r/marketing, "Anyone tried [obscure tool]?"_, ICP 2, Q-quality 2, Opportunity 1, Sub health 1 = **6/10.** Answer if you have a real opinion.

> _r/Entrepreneur, "Just hit $10k MRR, AMA!"_, ICP 2, Q-quality 1 (humble brag, not real ask), Opportunity 1, Sub health 1 = **5/10.** Borderline. Skip unless OP's product overlaps yours directly.

> _r/sales, "Cold email is dead, AGREE?"_, ICP 3 but Sub health 0 (community hostile to vendor-adjacent) = **6/10 raw, but skip due to sub.** Sub health is a multiplier in practice, a hostile sub on a great thread is still a bad fit.

### 6. Drafting the reply, voice, structure, length

The voice that works on Reddit is **peer-operator**. You're a senior IC at a bar after the conference, not a B2B blog author. The rules are mostly negative, what to avoid, because the failure modes are stereotyped.

**Vocabulary, use:**

- "tried", "ran", "tested", "burned by", "swapped to", "scar tissue"
- Tool names by full name. Apollo. Clay. Outreach. Salesloft. HubSpot. Don't write "various sales engagement platforms."
- Numbers when defensible: "8% reply rate," "$150 CAC," "60-day ramp." If you don't know the number, don't fake it.

**Vocabulary, never use:**

- "leverage" as a verb. "synergies." "unlock." "elevate." "empower." "passionate." "love to."
- "Great question!" "Thanks for sharing!" Any greeting at all.
- "DM me." "Happy to chat." "Hit me up." Any solicitation.
- "Various tools," "many platforms", name them.

**Sentence rhythm:**

- Short. Mostly declarative. 5-15 words per sentence.
- Sentence fragments for emphasis are fine. ("Tested it. Didn't work.")
- One question max per reply, used to challenge OP's premise or surface a missing variable.

**Structure by post type:**

| Post type                       | Reply shape                                                                      |
| ------------------------------- | -------------------------------------------------------------------------------- |
| "What tool should I use for X?" | 1-2 specific recommendations + the tradeoff + the variable that determines which |
| "Is X dead?"                    | Take a side, then qualify when it's still alive                                  |
| Story / venting                 | Acknowledge briefly, name the structural cause, point at the fix                 |
| "How do I do X?"                | 3-4 step sequence with specifics. No fluff.                                      |
| Generic "thoughts on Y?"        | Skip unless you have a contrarian operator take                                  |

**Length:**

- 150-300 words is the sweet spot for operator-substance comments.
- Under 100 words usually reads as not-trying.
- Over 400 words gets skimmed and loses the substance signal.

**Calibration sample:**

> Apollo's data on mid-market tech is fine. On services SMB it falls apart fast. We swapped to Clay for that segment in 2024, 2x match rate at half the contact volume. The tradeoff is Clay needs an operator who'll babysit the waterfall; Apollo is point-and-shoot. If you've got 1-2 reps and no RevOps, stay on Apollo. If you've got someone who can own the data layer, Clay pays back inside a quarter.

Four sentences. Three named tools. One number. One scar-tissue anchor ("we swapped"). One if/then recommendation. Zero CTA, zero hedging, zero throat-clearing. This is the target.

### 7. The AI-assist mechanic

Drafting from scratch takes 10-15 minutes per comment when done well. At 5-7 comments a day, that's 50-105 minutes, more than most operators can sustain. The AI-assist mechanic compresses each comment to 2-3 minutes without sacrificing voice quality.

**The mechanic:**

1. **Discovery (manual or automated).** Find threads worth answering. Three approaches that survive Reddit's post-2023 API crackdown:
   - **Reddit native RSS search feeds (most durable).** Subscribe in any RSS reader to URLs like `https://www.reddit.com/r/SaaS/search.rss?q=YOUR-KEYWORD&restrict_sr=on&sort=new`. One feed per (sub, keyword) pair. Free, no third-party dependency, no rate-limit risk.
   - **F5Bot (free, email alerts).** RSS-based keyword monitoring across Reddit. Verify it's still operational before relying on it, Reddit tooling churns.
   - **Manual daily browse.** If you only watch 3-5 subs, this is <10 min/day and surfaces threads paid tools would miss.

   _Note: GummySearch and similar paid Reddit monitoring tools were shut down in the 2023+ API policy crackdown. Don't rely on third-party tools that need heavy Reddit API access, they have a short half-life._

2. **Score (automated).** Feed the thread URL to a Claude Code skill (or any AI tool with the rubric loaded). It scores 1-10 against ICP fit / question quality / opportunity / sub health.
3. **Draft (automated).** If score ≥ 5, the skill drafts a reply in your operator voice. Voice quality depends on calibration, see below.
4. **Edit (manual).** You read the draft, edit for accuracy and your own phrasing tics, post manually. Target: 90 seconds.

**Calibration loop, this is the whole moat.**

Generic AI-drafted comments sound generic. The fix is to maintain a calibration corpus: a markdown file with your 5-15 best past Reddit comments. The skill reads the corpus before drafting. After 3-5 entries, drafts come back in your actual voice, your phrasing, your structural tics, your scar-tissue references.

Update the corpus weekly. After you post a reply that lands well (>5 upvotes, replies engaging substantively), paste the final version into the corpus. The voice tightens with every entry.

**What never to delegate to the AI:**

- The decision to post (you read the thread context yourself before posting)
- Edits for accuracy (the AI doesn't know what you actually believe)
- The link-in-bio play (always your account, never an automated post)
- Engagement with replies (responses to your comment require human judgment)

**Why not full automation:** Reddit's anti-spam stack is purpose-built to detect automated commenting from accounts with profile links. Full-auto tools (ReplyGuy, Devi AI, Hyperreply) burn accounts on a timeline of days to weeks. The AI-assist pattern keeps the comment-posting signal human, which is what Reddit's filters are checking.

### 8. Measurement

Most of the Reddit motion is invisible until it isn't. Tracking matters for sustaining effort.

**What to track:**

| Metric                                                               | How                                                                                     | What it tells you                        |
| -------------------------------------------------------------------- | --------------------------------------------------------------------------------------- | ---------------------------------------- |
| Comments posted / week                                               | Manual count or spreadsheet                                                             | Volume baseline                          |
| Karma trend                                                          | Reddit profile                                                                          | Account health                           |
| Top-comment rate                                                     | Comments where your reply is #1                                                         | Voice quality + thread selection         |
| Profile views / week                                                 | Reddit settings → Privacy → see your stats (limited) or assume ~1-2% of comment readers | Top-of-funnel                            |
| Site visits from Reddit referral                                     | Plausible / GA4 / Vercel Analytics                                                      | Mid-funnel                               |
| Site visits from "no referrer" with same-day Reddit comment activity | Inferred attribution                                                                    | Real attribution is harder than it looks |

**What's noise:**

- Single-comment performance. Random variance dominates at low volume. Look at 4-week rolling.
- Karma spikes from off-topic content (you got upvoted on a hobby sub, not your B2B sub).
- DMs from non-ICP folks asking for free advice. These cost time and don't convert.

**The break-even check at 30 days:**

- 5 comments/day × 30 days = 150 comments
- At 1% profile-view rate × ~500 thread readers = 750 profile views
- At 10% profile → site click = 75 site visits
- At 1-3% conversion to whatever your funnel goal is = 1-2 leads

If you're at 0 leads after 30 days of consistent volume, the failure is almost always: (a) wrong subs, (b) generic voice, or (c) site can't convert the traffic when it arrives. Fix in that order.

### 9. Common failure modes

**Account banned in week 1.** You skipped warmup. Or you posted a link in a comment. Or you used the same opening phrase in every reply. Make a new account, warm it for 3 weeks this time, vary every reply structurally.

**Comments getting removed by mods.** You're in the wrong subs (too strict) or your replies smell of vendor. Move to operator-tolerant subs and strip every promotional signal from your comments.

**Low engagement on comments.** Voice problem. Your replies sound like blog posts. Tighten to 150-300 words, name specific tools, take a side. Run them past your corpus before posting.

**High engagement, zero site clicks.** Bio problem. Your bio reads as marketing copy. Rewrite it to sound like a real operator, specific past roles, one link, no tagline.

**Site clicks, zero conversions.** Site problem, not Reddit problem. The traffic is right; the landing experience is wrong. Look at session recordings, not Reddit.

**Burned out after 3 weeks.** Volume is too high or discovery is too manual. Drop to 3 comments/day and set up RSS search feeds for your top ICP keywords so threads come to you. The motion has to be sustainable for 6+ months to compound.

---

## Quickstart checklist

If you're starting from zero, do this in order. Each line is 30-60 min of work.

- [ ] Create Reddit account with real-looking username and email.
- [ ] Write 1-2 sentence bio with one site link. No marketing copy.
- [ ] Pick 3-5 target subs from the table above. Read the rules tab of each.
- [ ] Warm the account 2-3 weeks: 3-7 non-promotional comments/day in non-target subs. Get to 100+ comment karma before going active.
- [ ] Set up discovery: subscribe to Reddit RSS search feeds for ICP keywords in your target subs (`https://www.reddit.com/r/SUB/search.rss?q=KEYWORD&restrict_sr=on&sort=new`), or try F5Bot if it's still operational. Don't bother with GummySearch or any third-party tool that needs Reddit API access, most got killed in the 2023 crackdown.
- [ ] Set up Claude Code skill (or equivalent) with the bother-score rubric and your operator voice profile loaded.
- [ ] Post your first 5 comments in target subs. Score each thread first; only post on ≥5.
- [ ] After 3-5 well-received comments, paste them into your calibration corpus.
- [ ] Re-evaluate at 30 days against the break-even check.

---

## What success looks like at 90 days

- 100-150 quality comments posted across 3-5 subs
- Account karma 1,500+
- Recognizable presence in at least 1 sub (people upvote you on sight)
- 2,000-5,000 profile views, 200-500 site clicks
- 5-15 inbound DMs from people who actually fit your ICP
- 2-5 closed conversations (sales calls, partnerships, hires depending on what you're optimizing for)

These numbers compound. The same motion at month 6 produces ~2x the result at month 3, because the comment history itself becomes a portfolio that earns trust without you posting anything new.

---

## What this skill does not cover

- **Reddit ads.** Paid promotion in Reddit is a different motion. See `paid-acquisition` (forthcoming).
- **Reddit AMAs.** Useful for established operators, but a separate playbook.
- **Running your own subreddit.** Community ownership is a different game with mod rules and growth dynamics outside this skill's scope.
- **Reddit API / dev integrations.** This skill is about manual + AI-assisted commenting, not building on Reddit's API.

For the AI-assist piece specifically (the Claude Code skill that scores threads and drafts replies), see the companion utility skill `reddit-thread-assist` shipped alongside this playbook.

Free forever. No email gate.