Build the public evidence layer AI engines trust.
We map where buyers ask, publish credible category evidence across Reddit and search-visible communities, and track how ChatGPT, Perplexity and Google cite your brand.
30-day pilot. Measured prompts. No spam, bots, or fake reviews.
AI Answer Coverage
68%
+14pp vs 30 days ago
Reddit Evidence Map
142
high-value threads
Sentiment Risk
22/100
medium, monitored
Prompt Share
15.7%
+2.6pp of tracked prompts
AI Answer Coverage Over Time
+18ppCited Threads
Last cited
Best SOC 2 automation for lean security teams
r/sysadmin - 312 upvotes - 180 comments
Alternatives to Datadog for smaller teams
r/devops - 254 upvotes - 97 comments
Monitoring costs are out of control
r/finops - 189 upvotes - 73 comments
Open source APM that actually works
r/webdev - 156 upvotes - 62 comments
The problem
AI engines cite what the public web can prove.
Your buyers are already asking AI and search for best tools, alternatives, risks and implementation advice. If the public evidence is incomplete, old or competitor-owned, the answer gets shaped without you.
Buyer prompts
Best tools, alternatives, pricing risks and migration questions happen before your sales team sees the account.
Public evidence
Reddit threads, comparisons and community answers become the source layer AI systems can discover.
Citation gaps
Competitors win when they have more recent, useful and search-visible evidence around the category.
Reputation risk
One unresolved thread can travel from Reddit to Google to AI answers faster than internal teams notice.
Proof
Reddit Agency proved the demand. We build the safer system.
Their verified revenue shows buyers will pay for AI-era Reddit visibility. Satellite Hub adds prompt tracking, evidence quality controls, risk scoring and transparent reporting.
Last 30 days
$42,750
public revenue signal
Verified MRR
$24,429
Stripe-verified listing
All-time revenue
$288,815
category demand proof
Source: TrustMRR public listing, updated July 7, 2026.
What works
Reddit Agency proves the market responds to a clear AI-era visibility promise.
- Clear promise
- Simple pricing
- Visible market proof
What we improve
Satellite Hub adds the operating layer buyers need before this can scale safely.
- Prompt-level measurement
- Subreddit risk map
- No fake reviews or spam
- Executive reporting
Method
The evidence engine
A repeatable operating system for finding where AI answers come from, improving the public source layer and measuring whether the answer actually changes.
01
Map buyer prompts
We test category, alternative, problem-aware and risk-aware prompts across ChatGPT, Perplexity, Gemini and Google AI Overviews.
02
Score community risk
Every target subreddit and thread type is scored for moderation risk, search visibility, buyer intent and long-term citation value.
03
Publish credible evidence
We ship useful, defensible community evidence: comparisons, implementation notes, answer assets and founder-level context.
04
Track AI answer coverage
You see prompt share, citations, Reddit rankings, sentiment changes and evidence gaps in an executive-ready reporting loop.
Deliverables
Built for teams that need signal, not activity reports.
Every deliverable is designed to make public evidence more useful, more discoverable and easier to measure.
AI prompt tracking
Prompt sets, citation snapshots and competitor share across the questions buyers actually ask.
Subreddit risk map
Community fit, moderation sensitivity, ranking opportunity and escalation notes before anything is published.
Evidence briefs
Specific briefs for threads, answers, comparisons and supporting pages that models can discover and cite.
Community publishing
Human-led distribution with account health rules, no bots, no fake reviews and no astroturfing playbook.
Sentiment alerts
Monitoring for negative search-visible threads and AI answers before they become boardroom surprises.
Executive reporting
A weekly readout that connects activity to prompt coverage, risk reduction and influenced pipeline assumptions.
Calculator
Model the upside without pretending attribution is magic.
Use conservative, base and aggressive scenarios to estimate influenced pipeline from better AI and community visibility.
Estimated influenced pipeline
$124,416
Expected new customers
10.4
Payback range
2-4 months
This model estimates influenced pipeline, not guaranteed revenue. It is meant to size the opportunity before a measured pilot.
Pricing
Start with measurement. Scale what proves out.
Simple packaging for a first audit, a measured growth system or category-level ownership.
Audit Sprint
A fixed-scope visibility audit before committing to a channel buildout.
- 50 buyer prompts audited
- Competitor answer map
- Reddit and Google evidence gaps
- Risk and opportunity scorecard
- 30-minute founder readout
Growth System
The operating system for credible AI and Reddit visibility.
- Everything in Audit Sprint
- Monthly evidence brief pipeline
- Community publishing and monitoring
- AI answer coverage tracking
- Weekly reporting dashboard
- Results review every 30 days
Category Ownership
For teams that need to own the answer across a competitive category.
- Everything in Growth System
- Unlimited prompt clusters
- Priority risk response
- Custom reporting views
- Founder-led strategy calls
- Quarterly category review
Secure checkout is powered by Stripe. For procurement, invoices or wire payments, use the contact form and we will handle payment manually.
FAQ
Designed to be measurable and defensible.
Is this compliant with Reddit rules?+
The system is built around useful participation, source-quality evidence and moderation risk controls. We do not use bot farms, fake reviews or throwaway spam accounts.
How do you measure AI mentions?+
We track stable prompt sets across AI engines and record whether your brand appears, how it is framed, which public sources are cited and which competitors are included.
What happens if results do not move?+
The first 30 days are designed to prove signal quality. If the measured prompt set does not improve, we revise the evidence plan before scaling spend.
Do you remove negative posts?+
No. We monitor risk, help teams respond with credible context and build better public evidence. We do not promise deletion or reputation manipulation.
How long until AI answers change?+
Some prompt movement can show up in 30 days, but durable answer coverage usually compounds over 60 to 90 days as evidence is indexed and cited.
Who owns the content and reporting?+
You own the approved briefs, reporting exports and source research created for your account. We keep the measurement framework, QA process and internal operating templates.
How do payments and subscriptions work?+
Checkout is handled by Stripe. Audit Sprint is a one-time payment; Growth System and Category Ownership are monthly subscriptions with billing handled through Stripe.
Own the evidence before competitors own the answer.
Start with a visibility audit. We will map your prompt exposure, public evidence gaps and the first 30-day plan for measurable AI answer coverage.