[ discovery.daemon · listening ]
[ policy.gate · brand_voice, no_claims ]
[ adapter.x · degraded ]
AI-assisted growth workspace · for serious operators

Grow from the conversations your audience already cares about.

XGrowth helps you define what you promote, discover relevant social moments, draft useful posts and replies, approve public actions, route execution through platform-aware controls, and measure the outcomes that matter.

Open app workspace approval-gated · platform-aware · auditable
Built for creators founders social ops agencies B2B product marketing community ops
workspace · pipeline · 11:42 PT
listening
01
Growth profile
product · audience · voice · boundary
defined
02
Opportunity matched
r/devtools · u/jen_pixels · 0.84
queued
03
Reply drafted
indirect expertise · v2
draft
04
Gates: 6 / 7 pass
link blocked · awaiting approval
policy
05
Routed via API adapter
reddit.public_comment · 200 OK
executed
06
Outcome captured
1 reply · 3 profile visits · 1 signup
learned
The problem

A scheduler can’t tell you which conversation to enter, what would actually help, or whether it’s safe to publish.

Growth that compounds needs context: what you promote, who you serve, the voice that fits, the proof you can stand behind, and the level of intensity you accept. Most tools handle one slice and ignore the rest.

01

Publishing without context

Schedulers ship words on a calendar. They don’t know your audience, your offer, or the product claim you can defend in front of legal.

cross-post tool queue app image grid planner
02

Listening without judgment

Mention monitors surface volume. They rarely tell you which thread is on-topic, which one is a trap, and which one your operator should actually answer this morning.

keyword alert brand monitor generic feed
03

Execution without a safety net

“Engagement” bots paste the same comment everywhere. Manual ops teams ship inconsistent voice. Neither leaves an audit trail your team can defend.

comment automation engagement pod shared inbox
The thesis

Growth is a workflow, not a posting tool.

XGrowth is one workspace for the seven things that actually have to be true for social growth to compound — and to survive an audit.

01

Define what you promote

Product, audience pain, offer, voice, proof, and the promotion intensity you accept. The same growth profile feeds every later step.

02

Build owned social presence

Publish consistent posts on the channels you own so the profile that visitors land on is actually worth visiting.

03

Find relevant conversations

Surface third-party discussions where your expertise fits the question — not where the keyword merely matched.

04

Draft useful comments, posts, replies

AI proposes responses in your voice with a promotion mode. They’re draft work product, not pre-approved output.

05

Approve and gate public actions

Relevance, usefulness, duplicate risk, policy, and platform capability are gates a person sees and signs off before publish.

06

Execute or hand off, never pretend

Use the platform’s API where it’s supported. Where it isn’t, hand the draft to a human and route it as manual work.

07

Learn which actions actually work

Replies, follows, profile visits, clicks, signups, demo requests, inbound DMs — measured by topic, format, CTA, and platform.

Three loops, one workspace

Growth that compounds because three loops feed each other — not because one tool spams harder.

Owned content makes your profile worth visiting. Conversation-led growth gets you noticed by the right people. Your own comments funnel that attention back to a reply, a click, a DM.

A
LOOP 01

Owned content growth

Consistent posts on the channels you own. The profile a curious visitor lands on after seeing your comment.

brief→ draft→ approve→ publish
B
LOOP 02

Conversation-led growth

Third-party discussions where your expertise adds value. Found, drafted, gated, and routed — not sprayed.

discover→ draft→ gate→ route
C
LOOP 03

Owned comment funnel

The replies under your own posts. Triage to a thoughtful reply, a link handoff, a DM where supported, or a teammate.

inbound→ triage→ reply / handoff
The product, end to end

One thread, six stages. Watch a real opportunity move from discovered to learned.

A B2B SaaS analytics tool for support teams. Audience pain: missed churn signals in support conversations. We’ll follow one matched discussion through profile, draft, gates, route, and outcome.

workspace · product_profile=churn_signal_analytics · 14:21 PT
01 Growth profile
Product
B2B SaaS analytics tool for support teams. Detects churn signals in tickets, transcripts, and CSAT trends.
Audience
head of supportVP CXRevOpsfounder-led B2B SaaS
Offer
14-day workspace with a churn-risk read on your existing tickets.
Voice
Direct. Operator-to-operator. No exclamation points. Concrete examples over adjectives.
Proof
case_study_acmemethodology_docuptime_log
Promotion boundary conservative · soft mention only when relevance ≥ 0.80
02 Opportunity discovery
reddit · r/CustomerSuccess · 4 min ago · u/sam_ops match 0.86
“We keep losing accounts that looked healthy on the dashboard. Anyone has a way to spot churn signals inside support conversations before renewal?”
linkedin · post by @j-villareal · 12 min ago match 0.71
“What are people actually doing with CSAT scores? Mine feel like a vanity metric.”
x · @support_lead · 21 min ago match 0.58
“Renewal calls go fine. Then logo gone the next quarter. What signal am I missing?”
hackernews · ask hn · 38 min ago match 0.42
“How do you instrument feedback at <50 customers?”
03 Draft · promotion mode
Three signals tend to predict churn weeks before the renewal call: sentiment drift in tickets that used to feel routine, slower thread close times from your highest-ARR cohort, and a quiet drop in feature mentions from previously-vocal users. None of these show up on a CSAT chart.

Tag them at the ticket level, then look at the cohort weekly — it’s the cheapest way to start.
voice: matches length: 78 words link: blocked — promotion mode CTA: none
04 Quality gates
✓
Relevant to thread
topic match 0.86
✓
Adds concrete value
3 specific signals named
✓
No unsolicited link
link blocked by promo mode
✓
Not repetitive
edit-distance 0.71 vs nearest prior
✓
Matches voice profile
tone 94% · no exclamations
!
Platform capability
reddit · public_comment available
✗
Approval required
conservative defaults · awaiting operator
05 Execution route
Publish via platform API
reddit.public_comment · scope authorized · rate-limit headroom 87%
selected
Scheduled API execution
defer until 09:00 PT · not requested
off
Browser-assisted execution
not allowed for this platform · operator did not opt in
unavailable
Manual handoff
fallback if API adapter degrades or scope is revoked
standby
06 Outcome & learning
visible
placement
+1 reply
on-thread engagement
+3
profile visits
+1
workspace signup
0
unsolicited DMs
unknown
downstream conversion
timeeventstatus
14:21:08opportunity matched · r/CustomerSuccessqueued
14:22:14draft v2 produced · indirect expertisedraft
14:24:51operator approved · ali@approved
14:24:53routed · reddit.public_comment200 OK
14:37:02signal · u/sam_ops repliedengaged
14:51:19signal · workspace signup attributeddiscovery
01 / GROWTH PROFILE

Define what you actually promote.

Product, audience, offer, voice, proof, and a promotion boundary. The growth profile is the input every later stage reads from — discovery, drafting, gates, and learning.

  • Soft, defaults to conservative until you raise it deliberately
  • One workspace per offer — not one prompt-stuffed assistant
02 / OPPORTUNITY DISCOVERY

Find conversations that fit, not just keywords that matched.

XGrowth monitors platforms continuously and scores threads against the growth profile. You see a queue ranked by relevance, with the audience pain visible at a glance.

  • Match score uses audience, voice, intent, and topic together
  • Low scores are kept out of your queue, not noisily flagged
03 / DRAFTING

A useful draft in your voice — never an autopost.

Three promotion modes per draft: indirect expertise, soft product mention, direct CTA. Each one rewrites length, claims, and link permission. Drafts are work product, not output.

  • Promotion intensity is explicit and visible
  • Edits feed the voice profile so the next draft starts closer
04 / GATES

Seven gates between a draft and the world.

Relevance, usefulness, duplicate risk, policy, voice match, platform capability, and human approval. A blocked gate doesn’t fail silently — it’s a row in the ledger your team can see.

  • Approval is the default for public actions when risk exists
  • Two-approver mode for regulated or sensitive offers
05 / EXECUTION ROUTE

API, scheduled, browser-assisted, draft only, or manual.

Every platform adapter declares what it actually supports. XGrowth routes the action through the official API where it exists, and hands it to a human when it doesn’t. No pretending.

  • Browser-assisted modes are opt-in and never the default
  • Manual handoff is a first-class route, not a failure state
06 / OUTCOME & LEARNING

Track the funnel, not the action count.

Visible placement, reply, follow, click, signup, demo request, inbound DM. Blocked or degraded statuses are not counted as clean success. Learning is segmented by topic, platform, format, and CTA.

  • Every action is a row in an audit trail your team can replay
  • What worked feeds the next discovery query and draft
Capabilities

Ten capabilities, one workspace. No tab-switching, no shared spreadsheets.

Every capability is wired to the growth profile and the audit trail — so what you change in one place shows up everywhere it’s relevant.

01

Growth profile

Product, audience, offer, voice, proof, and promotion boundary in one editable record.

02

Opportunity discovery

Continuous monitoring across platforms with relevance scoring against your audience.

03

Comment intelligence

Triage the comments on your own content into reply, link handoff, DM, or teammate review.

04

AI drafting & rewriting

Drafts in your voice with promotion modes. Edits feed the next iteration — not a generic prompt.

05

Promotion-mode control

Indirect expertise, soft mention, or direct CTA — picked per draft, visible in the audit trail.

06

Approval & policy gates

Relevance, usefulness, duplicate risk, policy, voice, capability, and human approval — visible per draft.

07

Adapter capability manifest

Every platform declares account types, scopes, actions, modes, limits, and fallback behavior.

08

Execution routing

API, scheduled, browser-assisted, draft only, or manual handoff — picked per action, not per tool.

09

Audit trail

Every input, draft revision, gate result, route choice, and outcome is a replayable row.

10

Outcome learning

Topics, formats, platforms, CTAs ranked by replies, follows, signups — wired back to discovery.

Quality posture

We’d rather post nothing than ship a generic compliment.

An audit-friendly growth product has a stance — visible in product behavior, not a footer disclaimer. Here’s what XGrowth is built against, and what it’s built for.

What XGrowth is against
  • Bulk unsolicited comments — the same paragraph sprayed across threads
  • Generic compliments masquerading as engagement
  • Fake social proof, invented metrics, fabricated case studies
  • Engagement-pod and like-trade arrangements
  • Deceptive endorsements that hide a commercial relationship
  • Hiding automation risk from operators or platforms
  • Promoting where context is irrelevant just to be present
The positive standard
  • Relevance over volume — fewer matches, higher signal
  • Usefulness over generic replies — the draft must add something
  • Product fit before promotion — soft mention requires earned relevance
  • Approval before public action when risk exists — not after
  • Explicit promotional intensity — named per draft, audited
  • Conservative defaults — you raise the intensity deliberately
Platform-aware execution

Platforms differ. The product is honest about it.

Every platform adapter publishes a capability manifest: account types, auth scopes, supported actions, modes, limits, policy posture, and fallback behavior. If something isn’t available, the UI tells you — it doesn’t fake it.

Action
reddit
x
linkedin
hackernews
bluesky
Owned post
API
API
browser-assisted
manual
API
Public comment
API
API
browser-assisted
manual
API
Scheduled post
API
API
manual
unavailable
API
Direct message
manual
manual
manual
unavailable
unavailable
Follow / connect
disabled
disabled
manual
unavailable
browser-assisted
API execution
supported

Routed through the platform’s official API with the scope your account authorized. The default route when the adapter manifest declares it available.

Browser-assisted execution
opt-in

Only when explicitly selected by the operator and allowed by the adapter. Never the default, never silent. Disclosed in the audit trail.

Manual handoff
first-class

The draft is handed to a human with the platform context attached. Treated as a real route, with its own status, not a failure state.

Outcomes & learning

Track the funnel from input quality to product-discovery signal — not a vanity action count.

XGrowth attributes outcomes per draft and feeds the result back into discovery and drafting. Blocked or degraded statuses are not counted as clean success.

Input qualityprofile completeness · proof attached
98%
profile v1.3
Discovery relevancematches at ≥ 0.80 / total surfaced
72%
last 7d
Draft approvalapproved with edit-distance < 0.25
61%
last 7d
Execution statusclean route · no degraded / blocked
89%
last 7d
Engagement signalsreply · follow · profile visit
44%
per executed action
Product-discovery signalsclick · signup · demo · inbound DM
18%
per executed action

What XGrowth learned this week

Topics, formats, platforms, and CTAs are ranked by the signal each one produced. Discovery and drafting read the ranking on the next pass.

topic: churn signals +18 signups format: indirect expertise +12 signups platform: reddit +14 signups CTA: none +9 signups topic: dashboards +1 format: direct CTA +0 platform: x +2

Signals attributed where the platform exposes them. Where it doesn’t, the action is logged but not counted as a confirmed outcome.

Ready when you are

Find the right conversations.
Draft the useful response. Learn what works.

One workspace for the seven things that actually make social growth compound. Approval-gated, platform-aware, auditable. No bots, no shortcuts, no claims we can’t defend.

Open app conservative defaults approval-gated · audit on by default
XGrowth offers conservative defaults, relevance and quality gates, an audit trail, and outcome learning where platform signals are available. It does not guarantee follower growth, platform-safe automation, or full compliance across all platforms. Each adapter declares what it can and can’t do.
XGrowth
AI-assisted growth workspace

Grow from the conversations your audience already cares about.

Discover relevant social moments, draft posts and replies that add value, approve public actions, route execution through platform-aware controls, and measure the outcomes that matter.

Open app
workspace approval-gated · platform-aware · auditable
creators founders social ops agencies B2B product marketing community ops
pipeline · 11:42 PT listening
01
Growth profile
product · audience · voice
defined
02
Opportunity matched
r/devtools · 0.84
queued
03
Reply drafted
indirect expertise · v2
draft
04
Gates: 6 / 7 pass
link blocked · awaiting approval
policy
05
Routed via API
reddit.public_comment · 200
executed
06
Outcome captured
3 visits · 1 signup
learned
The problem

A scheduler can’t tell you which conversation to enter — or whether it’s safe to publish.

Growth that compounds needs context. Most tools handle one slice and ignore the rest.

01

Publishing without context

Schedulers ship words on a calendar. They don’t know your audience, offer, or the claim you can defend.

cross-post toolqueue app
02

Listening without judgment

Mention monitors surface volume. They rarely tell you which thread your operator should actually answer.

keyword alertbrand monitor
03

Execution without a safety net

Bots paste the same comment everywhere. Manual teams ship inconsistent voice. Neither leaves an audit trail.

comment automationengagement pod
The thesis

Growth is a workflow, not a posting tool.

One workspace for the seven things that have to be true for social growth to compound — and to survive an audit.

01

Define what you promote

Product, audience, offer, voice, proof, and promotion intensity. One growth profile feeds every step.

02

Build owned presence

Publish consistent posts on the channels you own, so the profile visitors land on is worth visiting.

03

Find relevant conversations

Surface discussions where your expertise fits — not where the keyword merely matched.

04

Draft useful responses

AI proposes replies in your voice with a promotion mode. Draft work product, not pre-approved output.

05

Approve and gate actions

Relevance, usefulness, duplicate risk, policy, and capability are gates a person signs off before publish.

06

Execute or hand off

Use the platform’s API where supported. Where it isn’t, route the draft to a human. Never pretend.

07

Learn what works

Replies, follows, visits, clicks, signups, DMs — measured by topic, format, CTA, and platform.

Three loops, one workspace

Growth compounds because three loops feed each other.

Owned content makes your profile worth visiting. Conversations get you noticed. Your comments funnel attention back.

LOOP 01

Owned content growth

Consistent posts on the channels you own — the profile a curious visitor lands on.

brief→draft→approve→publish
LOOP 02

Conversation-led growth

Third-party discussions where your expertise adds value. Found, drafted, gated, routed.

discover→draft→gate→route
LOOP 03

Owned comment funnel

The replies under your posts. Triage to a thoughtful reply, a link handoff, or a teammate.

inbound→triage→reply
The product, end to end

One thread, six stages. Swipe through a real opportunity.

A B2B analytics tool for support teams. Follow one matched discussion from discovered to learned.

profile=churn_signal_analytics
01 Growth profile
Product
B2B analytics that detects churn signals in tickets, transcripts, and CSAT trends.
Audience
head of supportVP CXRevOps
Voice
Direct. Operator-to-operator. No exclamation points.
promotion boundaryconservative · soft mention when relevance ≥ 0.80
02 Opportunity discovery
reddit · r/CustomerSuccess · 4m 0.86
“We keep losing accounts that looked healthy. Any way to spot churn signals inside support conversations?”
linkedin · 12m 0.71
“What are people doing with CSAT scores? Mine feel like a vanity metric.”
x · 21m 0.58
“Renewal calls go fine. Then logo gone next quarter. What signal am I missing?”
03 Draft · promotion mode
Three signals predict churn weeks before renewal: sentiment drift in routine tickets, slower close times from high-ARR cohorts, and a drop in feature mentions. None show up on a CSAT chart.
voice: matcheslink: blockedCTA: none
04 Quality gates
✓
Relevant to thread
0.86
✓
Adds concrete value
3 signals
✓
No unsolicited link
blocked
✓
Matches voice
94%
!
Platform capability
api ok
✗
Approval required
awaiting
05 Execution route
Publish via platform API
reddit.public_comment · authorized
selected
Browser-assisted
operator did not opt in
off
Manual handoff
fallback if adapter degrades
standby
06 Outcome & learning
+1
on-thread reply
+3
profile visits
+1
workspace signup
unknown
downstream conversion
14:24:53routed · reddit.public_comment · 200 OK
14:37:02signal · u/sam_ops replied
14:51:19signal · signup attributed
01 / GROWTH PROFILE

Define what you actually promote.

Product, audience, offer, voice, proof, and a promotion boundary. The growth profile is the input every later stage reads from.

swipe or tap 1 / 6
Capabilities

Ten capabilities, one workspace.

Every capability is wired to the growth profile and the audit trail.

01

Growth profile

Product, audience, offer, voice, proof in one record.

02

Opportunity discovery

Continuous monitoring with relevance scoring.

03

Comment intelligence

Triage your own comments into reply, handoff, or review.

04

AI drafting

Drafts in your voice with promotion modes.

05

Promotion control

Indirect, soft mention, or direct CTA — per draft.

06

Approval gates

Seven gates visible per draft before publish.

07

Adapter manifest

Each platform declares scopes, actions, and limits.

08

Execution routing

API, scheduled, browser-assisted, or manual.

09

Audit trail

Every input, gate, and outcome is a replayable row.

10

Outcome learning

Topics and formats ranked by real signal.

Quality posture

We’d rather post nothing than ship a generic compliment.

A stance visible in product behavior — not a footer disclaimer.

What XGrowth is against
  • Bulk unsolicited comments — the same paragraph sprayed across threads
  • Generic compliments masquerading as engagement
  • Fake social proof and invented metrics
  • Engagement-pod and like-trade arrangements
  • Hiding automation risk from operators or platforms
The positive standard
  • Relevance over volume — fewer matches, higher signal
  • Usefulness over generic replies — the draft must add something
  • Approval before public action when risk exists
  • Explicit promotional intensity, named per draft
  • Conservative defaults — you raise intensity deliberately
Platform-aware execution

Platforms differ. The product is honest about it.

Every adapter publishes what it actually supports. If something isn’t available, the UI tells you — it doesn’t fake it.

reddit
Owned postAPI
Public commentAPI
Direct messagemanual
x
Owned postAPI
Public commentAPI
Follow / connectdisabled
linkedin
Owned postbrowser-assisted
Public commentbrowser-assisted
Direct messagemanual
hackernews
Owned postmanual
Public commentmanual
Scheduled postunavailable
bluesky
Owned postAPI
Public commentAPI
Follow / connectbrowser-assisted
API execution
supported

Routed through the platform’s official API with your authorized scope. The default route when available.

Browser-assisted
opt-in

Only when explicitly selected and allowed by the adapter. Never the default, never silent.

Manual handoff
first-class

The draft goes to a human with platform context attached. A real route, not a failure state.

Outcomes & learning

Track the funnel, not a vanity action count.

XGrowth attributes outcomes per draft and feeds the result back into discovery and drafting.

Input qualityprofile completeness · proof
98%
Discovery relevancematches ≥ 0.80 / surfaced
72%
Draft approvalapproved with low edit-distance
61%
Execution statusclean route · no degraded
89%
Engagement signalsreply · follow · visit
44%
Discovery signalsclick · signup · demo · DM
18%

What XGrowth learned this week

Topics, formats, platforms, and CTAs ranked by the signal each produced.

churn signals +18 indirect expertise +12 reddit +14 CTA: none +9 dashboards +1 direct CTA +0
Ready when you are

Find the right conversations. Learn what works.

One workspace for the seven things that make social growth compound. Approval-gated, platform-aware, auditable.

Open app
XGrowth offers conservative defaults, quality gates, an audit trail, and outcome learning where platform signals are available. It does not guarantee follower growth or full compliance across all platforms. Each adapter declares what it can and can’t do.