Find your users when they need you.

Growth tools get you followers. LiquidUser gets you customers: the people already describing the problem you solve, found while they're asking, a reply in your voice, and posts that bring more of them to you. Run it yourself, or hand it to your agent.

Real public posts. No account or card needed.

Sample scan for forge.example9 people found
Potential userX

Asking how to stop three coding agents from undoing each other’s changes

“We run three coding agents on one monorepo and they keep overwriting each other’s edits. A branch per agent works until merge day. How are other teams handling this?”
@jlin_eng on X
Fit
Strong fit
Problem
Agents overwrite edits
Intent
Active intent
Timing
Now

Why it matches

Describes agents overwriting each other’s edits, the problem your docs say Forge prevents. forge.example/docs/concurrency

Locked result: Potential user X This week

About reviewing code written by agents

Name, quote and link included with Pro

Sample data

It reads your site before it looks for anyone.

A scan opens up to eight pages of your site, such as your homepage, pricing and docs. It writes down what you sell, who it’s for and the problems you solve, with a link to the page behind each line.

Correct anything that’s off before it searches. The timeline shows what is happening, and a step only moves when the work behind it is done.

liquiduser.com/scan

Scanning forge.example

  1. Reading your site, done

    Read 8 pages from forge.example

  2. Understanding your product, done

    Found Forge, 2 audiences and 3 problem areas

  3. Searching conversations, in progress

    Reading people asking how to keep several coding agents from colliding

    214 found

    • Searching recent public posts, done
    • Checking who’s behind them, in progress
    • Ranking by fit, intent and evidence, waiting
Posts
Searching
Discussions
Searching

Here’s what we understood about Forge.

Each claim links to the page on forge.example it came from. 8 pages read.

Product

  • A shared task board that stops AI coding agents from overwriting each other’s work.Source: /Source: /product

Who it’s for

  • Engineering teams running two or more coding agents on one codebase.Source: /pricing
  • Solo developers who hand most of their coding to agents.Source: /blog/one-person-teams

Problems you solve

  • Agents edit the same files at once and undo each other’s changes.Source: /docs/concurrencyWe read on /docs/concurrency“When two agents reach for the same file, Forge holds the second one until the first commits.”
  • Reviewing what agents wrote takes longer than writing it.Source: /blog/review-queue
  • Nobody can see which agent is working on what.Source: /product
Changing who it’s for or the problems starts a fresh search.
Sample data

You can check every match yourself.

Each result is a person, what they wrote, and the reason LiquidUser thinks they need what you make. Here is one, taken apart.

Potential userHacker News

Says reviewing agent pull requests now takes longer than the work itself

“I spend more time reviewing what the agents wrote than I used to spend writing it. Half my day is diffs. Not sure what the fix is yet.”
mcarver on Hacker News, in “Are coding agents actually saving your team time?”

Their words, with the link. You see exactly what they wrote, where and when. Open the thread to read the rest before you do anything.

Fit
Strong fit
Problem
Slow review of agent code
Intent
Has the problem
Timing
Recent

Four separate judgments. Fit, problem, intent and timing are written as words and never added up into a score. Here the fit is strong, but they haven’t asked for a tool yet.

Why it matches

Matches “reviewing what agents wrote takes longer than writing it”, a problem your blog says Forge shortens. forge.example/blog/review-queue

The reason, with your page. Every match points back to the claim on your site it relies on. If that claim is wrong, correct it and the next search uses your version.

You decide what happens next. LiquidUser drafts a reply in your voice from what they wrote. Post it in one tap, hand it to your agent, or let LiquidUser answer people who mention you, within the rules you set.

Sample data

How this differs from keyword alerts.

Keyword alert tools tell you when a word you picked shows up. That works for your brand name. It misses anyone who describes the problem without using your words.

Keyword alert tools compared with LiquidUser
Keyword alertsLiquidUser
You start withA list of keywords you keep up to dateYour website
It findsPosts that contain your wordsPeople describing the problem, in whatever words they use
Why it’s thereThe word that matchedTheir quote, and the page on your site it matched
NoiseEvery post with the word, unless you add filtersPosts that don’t describe a problem you solve are left out
RepliesVaries. Some tools post for youYour own posts as you allow; replies you send
SourcesVaries by toolPublic conversations, linked back to what each person wrote
Good forTracking your brand and competitorsFinding people who have the problem now

“Keyword alerts” means the category, not one product. Features vary by tool, and our comparison pages cite what each one publishes.

Every morning, who to answer, with drafts ready.

The scan is a one-off. Pro keeps looking every few hours and puts the freshest people first, while a reply still lands. Your queue opens with drafts written from what each person said, and your own posts are written from the words your buyers use. Your agent can run the whole day for you, posting only as you allow.

Forge

Good morning.

Your reply queue: 3 people, drafts ready.

  1. Potential user X1h

    Asking how to stop three coding agents from undoing each other’s changes

    Engineering lead · 1.8k followers

    Fresh on X. Reply in the next 5 hours, while they are still reading replies.

    • Strong fit
    • Active intent
    • Now
    “We run three coding agents on one monorepo and they keep overwriting each other’s edits. How are other teams handling this?”

    Draft ready, based on what they wrote

    We hit the same thing with three agents on one repo. What helped was having each agent claim the files it is about to touch, so a second agent waits instead of overwriting. I built Forge around that idea. Happy to share how we set it up if it’s useful.

    Written in your voice. One tap posts it on X.

  2. Potential user X4h

    Wants a way to see which agent is working on which ticket

    Founder · 640 followers

    • Strong fit
    • Evaluating
    • Now
  3. Conversation Hacker News2d

    Thread comparing ways to review pull requests written by agents

    • Some fit
    • Has the problem
    • Recent

You’re caught up. LiquidUser read 1,186 posts and comments today and kept these 3.

Inbox

48 posts · strongest first

  • X · @jlin_eng · 3h

    “We run three coding agents on one monorepo and they keep overwriting each other's edits.”

    Looking for a tool · Strong fit · Marked to answer · draft ready

  • X · @mara_builds · 6h

    “@forge_dev does the board work with Codex and Claude together?”

    Mentions you · Strong fit · Reply from LiquidUser, within your rules

  • Hacker News · tpark · 1d

    “Reviewing what our agents wrote now takes longer than writing it did.”

    Has the problem · Some fit

teams struggling to review code written by agents

Looking for people describing slow review of agent code in public conversations from the last 30 days.

  • Agent pull requests pile up waiting for review

    9 people · latest 4 hours ago

  • Hard to tell which agent changed what

    6 people · latest yesterday

  • Tests pass but the agent’s change is still wrong

    4 people · latest 3 days ago

Missions

2 of 3 running

  • Find design partners for the concurrency beta

    Teams running three or more agents on one repo who are asking for tooling.

    Running · checked 40 minutes ago · 5 found, 2 new

    You marked 4 results good and 1 not a fit. The next run uses that.

  • People who gave up on agents because of merge conflicts

    Developers who stopped using coding agents and say why.

    Running · checked 3 hours ago · 8 found

  • Leads who say reviewing agent pull requests is the bottleneck

    Engineering leads describing review queues that grew after they added agents.

    Paused · last checked 2 days ago · 3 found

    Paused by you. Resume it when the review queue page ships.

Memory

What LiquidUser knows about Forge, and where it learned it.

  • Product

    A shared task board for AI coding agents.

    From forge.example/ · Confirmed

  • Your audience

    Engineering teams running two or more coding agents.

    From /pricing · Confirmed by you

  • Your audience

    Solo developers who hand most of their coding to agents.

    Replaced by your correction · Superseded

  • Problem you solve

    Agents undo each other’s changes.

    From /docs/concurrency · Inferred

Sample data

Grow your X in your own voice. Or let your agent run it.

LiquidUser learns how you write from your own posts and replies, then turns what buyers are asking this week into posts that sound like you. Publish in one tap, set a daily cap, or connect Claude Code, Codex or any MCP agent and let it find people, draft and post for you within your rules.

Grow your audience

Your voice, learned from 41 posts and 19 replies on @forge_dev

  • Answer this week's question

    two agents in one repo need separate branches before anything else. then one board that says who owns which file. that's most of it.

    9 people asked how to stop agents overwriting each other this week.

  • Ask your buyers

    how are you keeping coding agents out of each other's way right now? curious what's actually working.

    “agents stepping on each other”: 12 posts from 9 people.

  • Invite switchers

    if you've moved off running agents in separate clones, what made you switch?

    People leaving a workaround are the readiest buyers.

Sample data

Your agent, over MCP

mcp.liquiduser.com

Find who needs Forge today, draft replies, and post about the concurrency beta.

  1. get_customer_briefForge: teams running 2+ coding agents
  2. list_inbox14 people asking this week, 5 looking for a tool
  3. mark_to_answer5 replies drafted in your voice
  4. get_growth_ideas4 posts from your buyers' words
  5. publish_x_post1 post queued for your OK on Today

Posting rules per account: ask me first, or post within a daily cap.

Sample data

The scan is free. Pro is $49 a month.

Free scan

No account or card

$0

  • Reads up to eight pages of your site
  • Shows what it understood, with a source for each line
  • Searches public posts and shows the first person and problem in full, when found

Then, when the people it finds are worth talking to

Pro

LiquidUser Pro

Every person your scan finds, and a fresh list each morning.

$49per month

Free for 7 days, then billed. One workspace, no seats to count. Cancel any time from Settings.

Start Pro monthly, 7 days freeOr run the free scan first
  • Card required. Cancel in one click before day 7 and you pay nothing
  • Cancel any time, keep access to the end of the period
  • Secure checkout by Stripe

Everything in Pro

  • Every person your scan found, with names and sources
  • A daily reply queue: the best five conversations, drafts ready
  • Fresh posts first, with how long you have to reply
  • An Inbox of every relevant post: filter it, mark the ones to answer, and each gets a reply drafted in your voice
  • Your voice, learned from your own X posts and replies, in every draft and post
  • Your first mission starts from your scan, and up to three keep looking every few hours
  • Up to 5 X accounts, with post ideas from what buyers ask this week, published as you allow
  • Your agent runs all of it over MCP: the brief, the Inbox, the replies and your posts
  • Discover: search public people, problems and conversations
  • Memory you can read and correct, with the source of each fact
  • Full data export

Pricing details

Common questions

Something else? Send us a note.

Is this a lead database?

No. Every result starts with something a person wrote in public about a problem your product solves. You see their words, the link and why it matched. There are no bought contact lists and no scraped email addresses.

What does the free scan search?

It reads up to eight pages of your website, then searches public posts on X and Hacker News from people describing the problems you solve. The results page lists the sources it searched, and if nobody clears the bar it tells you so instead of padding the list.

Does LiquidUser post or send messages for me?

No. It can draft a reply based on what the person wrote. You edit it, copy it and post it yourself from your own account. Agents connected over MCP can’t send anything either.

What do I get for $49 a month?

Everyone your scan found, a ranked Today list each morning, Discover, up to 3 missions, Memory, reply drafts and agent access. There is one plan: $49 a month or $490 a year. Checkout shows the total before you pay.

What does “locked” mean in my results?

The free scan shows up to 2 results in full: the first person and first problem, when they qualify. For the rest you see the kind of result, the source, roughly how recent it is and the problem it relates to. Names, quotes and links for locked results stay on our servers until you subscribe. They aren’t hidden behind a blur in your browser.

How is this different from social listening tools?

Social listening tools count mentions of your brand and keywords. LiquidUser looks for individual people describing the problem you solve, often in words you wouldn’t think to track. They answer different questions, and you may want both.

Where does the data come from?

Public posts only, read through official APIs. Nothing from private groups or logged-in pages. Every result links to where it came from.

Can my AI agent use LiquidUser?

Yes, with Pro. An MCP-compatible agent can connect with a workspace key, read your results, save people and create drafts. One-click OAuth isn’t available yet. How agent access works.

How do I cancel?

From Settings, then Billing, whenever you like. You keep access until the end of the period you paid for, and you can export your data first.

My post showed up in LiquidUser. How do I opt out?

Tell us which public accounts are yours on the opt-out page. We remove them from every workspace and every future scan, and we don’t ask why.

Try it on your own site.

The scan is free and needs no account. If nobody meets the bar, it says so instead of padding the list.

Real public posts. No account or card needed.