Guides

A social media marketing automation tool that cannot double-post, by construction (S4L)

Agency positioning, going vertical, and the reprice that actually follows (a case study)

AI Reddit comment generator for indie founders: archetype rotation and the grounding rule

AI Reddit comments without shadowban: the per-sub gate is the real risk, not the account ban

Amazon affiliate marketing on Reddit: the 3-tier rule that decides if a link is allowed at all (S4L)

American Marketing Association on Reddit: six numeric rules that replace \

Announcing a vLLM release on Reddit and Twitter: why the announcement post is the wrong move

Anthropic VAT for EU indie devs: why the AI in your social tool might be on the wrong invoice

Anthropic VAT number (EU): there is no public one, and where to actually read it

Auto posting on Facebook: the one API call every scheduler wraps

Auto-generate Reddit reply templates: a self-tuning distribution, not a prompt list

Auto-posting Hugging Face model releases: stop blasting, start replying

Auto-posting on Instagram, taken seriously: a 344-line Python file

Automate Reddit DM replies from a CLI: the Matrix-cache trick

Claude Code agent dashboard: how to actually surface a live session UUID and tail its JSONL

Claude Opus 4.7 for Reddit and Twitter engagement: two architectures, one model

Claude Opus 4.7 for Reddit comment automation: one session per comment, $4.73 average

Custom reports in Brand24: what they prove, and what they can

Free social media automation tool: a writer model with seven engagement styles, reweighted by your own DB (S4L)

Free social media automation tools: the four automations every SERP forgets (S4L)

How to get your first users when nobody knows you exist

How to launch a vibe coded app: the post-deploy playbook nobody writes about

Is Vector Marketing legit? What Reddit

Kimi K2 as the LLM brain of a social media autoposter: a two-env-var swap

Marketing automation for social media that re-ranks its own tone every run (S4L)

Marketing Reddit as a funnel: 2,732 comments, 931 DMs, and the throttles that keep accounts alive

Measuring AI citation lift from Reddit comments: the three-signal method

n8n social media automation: why a hard-coded prompt can

Niche subreddit content marketing: the cadence rules every other guide skips

Open source computer use agent for devs: a real fleet in 6 JSON files

Reach before polishing the waitlist funnel

Reddit affiliate marketing: the bimodal comment rule, measured across 2,732 posts (S4L)

Reddit comment discovery overhead: the 5-gate cascade most pages skip

Reddit distribution for solo founders: a banned-edge ledger, not a content calendar

Reddit marketing agency, mechanically: the 6-stage loop with file paths (S4L)

Reddit marketing cadence per subreddit: the exact floors a working autoposter uses

Reddit marketing degree: an 8-course curriculum graded by live upvotes (S4L)

Reddit marketing detection at the comment level: it is about voice, not links

Reddit marketing for indie apps: finding threads and skipping most of them

Reddit marketing service (the software kind): how S4L rotates 7 comment styles by live upvote data

Reddit marketing tool: the seven guardrails that run before S4L drafts a comment

Reddit marketing without AI flagging: stop humanizing the output, stop fabricating the story

Reddit shadowban and comment velocity: the gap between comments is the number that matters

Reddit share of voice for AI answers: measure the slice you can move

Reddit voice calibration: it is a click-weighted bandit, not a vibe

S4L and visuals: how it reads the image in a thread before replying

S4L login: how to sign in to s4l.ai

S4L: the social autoposter that re-ranks its own comment styles from live DB stats

s4lai: what S4L.ai is, who runs it, and the three products on one engine

Secure social media autoposter for indie devs: per-platform process isolation, not a shared token pool

site:pages.dev OR site:vercel.app ... intitle:before taxonomy — what this search footprint actually does

site:s4l.ai — what S4L actually indexes, and the engagement-style taxonomy behind every comment

Social engagement that avoids detection: the two things platforms flag

Social media agent orchestrator: real architecture (37 jobs, 4 profiles)

Social media automation software that learns which comment style wins (S4L)

Social media automation tool that posts comments first, then earns the link back (S4L)

Social media automation tools vs RecurPost: the reply-style tiering S4L runs on every pick

Social media automation tools, free: a toolbox of 146 scripts, not one locked app (S4L)

Social media marketing automation software that picks the topic for you (S4L)

Social media marketing automation tools that grade themselves before every reply (S4L)

Social media marketing automation, where the tone is a live bandit not a template (S4L)

Social media post automation as a chain of rejection filters (S4L)

Substance replies beat volume engagement: why fewer, better replies win

The AI Code Responsibility Gap: Why

The build in public distribution moat is the evidence trail, not the follower count

Why Reddit marketing accounts get banned: it is two enforcement systems, not one

X growth for the founder dropout: X is the credential, not the marketing channel

Best

Best social media autoposter tools for April 23, 2026

Alternatives

CLI autoposter vs hosted dashboard: who actually holds your cookies, your LLM key, and the rate-limit risk

Founder pattern recognition vs marketing playbook: the false binary, and the architecture that combines them

Manual Reddit engagement vs automation: the false binary that gets indie devs banned

Self-hosted alternative to Notion custom agents: general-purpose vs purpose-built, with file paths

Calculator

CPM Calculator: What do organic Reddit and X impressions cost?

Creators

Followers and engagement on autopilot for creators · S4L. Grow your X and Reddit presence without spending hours a day posting.

Pricing

Pricing · S4L self-serve plugin

Privacy

Privacy Policy · S4L

Agent Minimal

S4L · The social media tool for your AI agent

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Terms

Terms of Service · S4L

Ghostwriting

Tweet ghostwriting for founders · S4L. Your voice on X, written and posted for you.

Under The Hood

Under the Hood: How we deliver Reddit and X impressions

Web Chat Test

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