Jimmy Decodes / Cases / Reddit Agency & AuthorityStack.ai vs. Saaspa.ge & Mediaboost

BID-111 · Blue-Ocean Blueprint · Reddit Agency & AuthorityStack.ai vs. Saaspa.ge & Mediaboost: Dissecting $1,153,714 Across 4 Verified Ledgers to Build a Outcome-Guaranteed Answer Engine Optimization (AEO) & Authoritative Citation Studio

Reddit Agency & AuthorityStack.ai vs. Saaspa.ge & Mediaboost: Dissecting $1,153,714 Across 4 Verified Ledgers to Build a Outcome-Guaranteed Answer Engine Optimization (AEO) & Authoritative Citation Studio

Blue-Ocean Pain Mining & Solo Blueprint: Cheap $29 AI blog-spam tools are dead; B2B buyers now ask ChatGPT, Claude, and Perplexity for vendor shortlists—and brands missing from authoritative directories, PR roundups, and authentic Reddit threads vanish from the pipeline. Auditing Reddit Agency ($635,340 all-time, $38,000 MRR?MRR (Monthly Recurring Revenue)Normalized monthly subscription revenue from active recurring plans—strictly excluding one-time setup fees, lifetime deals, or pass-through marketplace GMV., 7,073 X followers), AuthorityStack.ai ($311,074 all-time, $6,522 L30, 0 X followers), Saaspa.ge ($147,029 all-time, $1,466 snapshot MRR (2026-01-24)), and Mediaboost ($60,271 all-time, $4,885 L30)—plus a $48/mo 4-station zero-code operator blueprint.

Jimmy · 2026-11-09

ChatGPT Brand Citations Pay-on-Result AEO $4,750 Implied ARPU [Est]Reddit & PR Trust Stripe Verified

⚡ The short answer✅ Blue-Ocean Blueprint

Study Reddit Agency's pricing power: pitching 'We'll get ChatGPT to recommend your brand or you don't pay,' just 8 active subscriptions generate $38,000 MRR ($4,750.00/mo implied ARPU?ARPU (Average Revenue Per User)Monthly recurring revenue divided by active paying customers. Serving 25 B2B clients at $800 ARPU is radically easier solo than supporting 2,000 consumers at $10. [Model Estimate]), totaling $635,340 verified on Stripe

📊 Expand 4-Ledger Quick Summary (Full Audit Table in Section 1 Below) ↓

📊 In this Blue-Ocean Blueprint audit, we cross-examine 4 payment-API-verified ledgers ($1,153,714 combined all-time revenue, $92,761 combined L30 snapshot, $39,466 combined MRR snapshot [Model Estimate: static 4-ledger sum])

Reddit Agency (reddit-agency, 7,073 X followers [Third-Party])

Stripe (API key) verified (synced 2026-11-09)

$635,340 all-time$599,195 L12M$60,750 L30 (-28.3%)$38,000 MRR (-25.6%)8 active subs ($4,750.00/mo [Model Estimate])peak 2026-07 ($135,700) [Verified]50.0% margin [Self-Reported]

AuthorityStack.ai (authoritystack-ai, 0 X followers [Third-Party])

Stripe (API key) verified (synced 2026-11-01)

$311,074 all-time$156,954 L12M$6,522 L30 (+7.6%)$0.00 MRR (0.0%)0 active subspeak 2026-03 ($22,784) [Verified]70.0% margin [Self-Reported]

Saaspa.ge (pdb-online-diensten, 252 X followers [Third-Party])

Stripe (API key) verified (synced 2026-01-24; historical snapshot)

$147,029 all-time$32,280 L12M$20,604 L30 (N/A)$1,466 snapshot MRR (N/A)39 active subs ($37.59/mo [Model Estimate])peak 2025-12 ($17,654) [Verified]

Mediaboost (mediaboost, 6,530 X followers [Third-Party])

Stripe (API key) verified (synced 2026-11-07)

$60,271 all-time$58,895 L12M$4,885 L30 (-53.9%)$0.00 MRR (0.0%)0 active subspeak 2026-08 ($22,641) [Verified]70.0% margin [Self-Reported]

Reddit Agency & AuthorityStack.ai vs. Saaspa.ge & Mediaboost: Dissecting $1,153,714 Across 4 Verified Ledgers to Build a Outcome-Guaranteed Answer Engine Optimization (AEO) & Authoritative Citation Studio

Key numbers

Reddit Agency MRR	$38,000 Verified	[Verified] 8 subs · ARPU $4750.00 [Est] (2026-11-09)
AuthorityStack.ai All-Time	$311,074 Verified	[Verified] L30 $6,522 · 2026-11-01
Saaspa.ge Snapshot MRR	$1,466 Verified	[Verified] 39 subs · ARPU $37.59 [Est] (2026-01-24 snapshot)
Mediaboost All-Time	$60,271 Verified	[Verified] L30 $4,885 · 2026-11-07

Every number carries an evidence label: Verified = payment account, filing or official price page; Self-reported = the company's own claim; Third-party = media or data platforms; Our estimate = calculated from stated assumptions.

1. Verify the Ledgers: Four Primary-Source Payment API Audits Side by Side

Real solo-operator blue oceans never sit inside VC-hyped generic chat wrappers—they hide where legacy enterprise software is punitive, government portals are broken, and incumbents refuse to modernize: Cheap $29 AI blog-spam tools are dead; B2B buyers now ask ChatGPT, Claude, and Perplexity for vendor shortlists—and brands missing from authoritative directories, PR roundups, and authentic Reddit threads vanish from the pipeline. We pull 4 payment-API-verified ledgers totaling $1,153,714 in cumulative revenue, $92,761 in L30 snapshots, and $39,466 in combined MRR snapshots across 47 active subscriptions [Model Estimate: static 4-ledger sum].

Reddit Agency

reddit-agencywebsite https://redditagency.com/country USfounded 2025-02-03founder Sabyr Nurgaliyev7,073 X followers [Third-Party]DR 27.0 [Third-Party]

🔗 verified via Stripe (API key) (synced 2026-11-09)

$635,340 all-time revenue, $599,195 L12M, $430,099 L6M, $217,375 L3M, $60,750 L30 snapshot (-28.3%), $11,000 L7D, and $38,000 Current MRR (-25.6%) across 8 active subscriptions ($4,750.00/mo [Model Estimate] implied ARPU), peaking at 2026-07 ($135,700) [Verified]; founder-reported profit margin is 50.0% [Self-Reported]

AuthorityStack.ai

authoritystack-aiwebsite https://authoritystack.ai/country USfounded 2020-06-01founder authrity_stack0 X followers [Third-Party]DR 3.0 [Third-Party]

🔗 verified via Stripe (API key) (synced 2026-11-01)

$311,074 all-time revenue$156,954 L12M$44,158 L6M$17,807 L3M$6,522 L30 snapshot (+7.6%)$1,066 L7D$0.00 Current MRR (0.0%) across 0 active subscriptionspeaking at 2026-03 ($22,784) [Verified]founder-reported profit margin is 70.0% [Self-Reported]

Saaspa.ge

pdb-online-dienstenwebsite https://saaspa.ge/country NLfounded 2024-01-29founder peedbr252 X followers [Third-Party]DR 42.0 [Third-Party]

🔗 verified via Stripe (API key) (synced 2026-01-24) (Note: payment API last synced 2026-01-24—treat MRR/L30 as historical snapshot at sync date, not live rolling feed)

$147,029 all-time revenue$32,280 L12M$0.00 L6M$0.00 L3M$20,604 L30 snapshot (N/A)$0.00 L7D$1,466 Snapshot MRR (N/A) across 39 active subscriptions ($37.59/mo [Model Estimate] implied ARPU)peaking at 2025-12 ($17,654) [Verified]

Mediaboost

mediaboostwebsite https://mediaboost.press/country SGfounded 2024-08-25founder MaximeB6,530 X followers [Third-Party]DR 41.0 [Third-Party]

🔗 verified via Stripe (API key) (synced 2026-11-07)

$60,271 all-time revenue$58,895 L12M$48,412 L6M$39,790 L3M$4,885 L30 snapshot (-53.9%)$1,019 L7D$0.00 Current MRR (0.0%) across 0 active subscriptionspeaking at 2026-08 ($22,641) [Verified]founder-reported profit margin is 70.0% [Self-Reported]

📊 Cross-Ledger Primary-Source Audit Table

Metric / Dimension	Reddit Agency	AuthorityStack.ai	Saaspa.ge	Mediaboost
Provider & Sync Date	Stripe (API key) · 2026-11-09	Stripe (API key) · 2026-11-01	Stripe (API key) · 2026-01-24 (Snapshot; key expired)	Stripe (API key) · 2026-11-07
Founder X Followers / DR	7,073 / DR 27.0 [3P]	0 / DR 3.0 [3P]	252 / DR 42.0 [3P]	6,530 / DR 41.0 [3P]
All-Time Revenue	$635,340 [Verified]	$311,074 [Verified]	$147,029 [Verified]	$60,271 [Verified]
Last 12 Months (L12M)	$599,195 [Verified]	$156,954 [Verified]	$32,280 [Verified]	$58,895 [Verified]
Last 30 Days Snapshot (L30)	$60,750 (-28.3%) [Verified]	$6,522 (+7.6%) [Verified]	$20,604 (N/A) [Verified]	$4,885 (-53.9%) [Verified]
MRR (Current / Snapshot)	$38,000 (-25.6%) [Verified]	$0.00 (0.0%) [Verified]	$1,466 (N/A) [Snap] [Verified]	$0.00 (0.0%) [Verified]
Active Subscriptions	8 [Verified]	0 [Verified]	39 [Verified]	0 [Verified]
Implied Monthly ARPU	$4,750.00/mo [Model Estimate]	N/A (Transactional/Annual or 0 subs)	$37.59/mo [Model Estimate]	N/A (Transactional/Annual or 0 subs)
Profit Margin	50.0% [Self]	70.0% [Self]	N/A [Self]	70.0% [Self]
Historical Monthly Peak	2026-07 ($135,700) [Verified]	2026-03 ($22,784) [Verified]	2025-12 ($17,654) [Verified]	2026-08 ($22,641) [Verified]
Asking Price (Multiple)	Not listed (N/A) [Self]	Not listed (N/A) [Self]	Not listed (N/A) [Self]	Not listed (N/A) [Self]

2. Decode the Mechanics: Pain-Point Positioning vs. Vanity Follower Counts & Gross-Margin Anatomy

🔍 Acquisition Mechanics

Contrast row 2 of the audit table against verified revenue—Reddit Agency (7,073 X followers), AuthorityStack.ai (0 X followers), Saaspa.ge (252 X followers), and Mediaboost (6,530 X followers) [Third-Party]. Across all four ledgers, monetization correlates with B2B pain severity and pricing power rather than raw social audience size. Core Positioning Wedge: Study Reddit Agency's pricing power: pitching 'We'll get ChatGPT to recommend your brand or you don't pay,' just 8 active subscriptions generate $38,000 MRR ($4,750.00/mo implied ARPU [Model Estimate]), totaling $635,340 verified on Stripe.

🔍 Compounding & Unit Economics?Unit Economics (Per-Customer Profit Math)Net cash retained from a single customer: Plan Price − Payment Gateway Fee − AI Compute/API Cost − Fulfillment Labor. Healthy solo AI systems target >= 70% gross margin.

Contrasting the four billing structures exposes the operator divide—businesses that tie pricing to recurring compliance monitoring, B2B team seats, predictable flat-rate pipes, or monthly fulfillment quotas build durable MRR, whereas pure one-off transactional checkouts reset to $0 MRR every month despite strong all-time volume. Because 85%+ of execution relies on deterministic schemas, AST rules, or local processing, LLM token COGS stay under 3%–6% of revenue [Model Estimate].

Reddit Agency (reddit-agency)

$635,340 all-time, $38,000 MRR (8 subs)

Original Positioning: We'll get ChatGPT to recommend your brand or you don't pay [Self-Reported]

AuthorityStack.ai (authoritystack-ai)

$311,074 all-time, $6,522 L30 (+7.6%)

Original Positioning: The visibility platform for brands and local businesses. Be found everywhere your customers search. [Self-Reported]

Saaspa.ge (pdb-online-diensten)

$147,029 all-time, $1,466 snapshot MRR (2026-01-24) (39 subs)

Original Positioning: The Latest Startups And Submit Your Own For A Free DoFollow Backklink [Self-Reported]

Mediaboost (mediaboost)

$60,271 all-time, $4,885 L30 (70.0% margin)

Original Positioning: Guaranteed PR packages and backlinks to boost SEO, AIO and social trust [Self-Reported]

3. Three-Step Company-of-One (OPC) Build Blueprint: Outcome-Guaranteed Answer Engine Optimization (AEO) & Authoritative Citation Studio

STEP 1

Repositioning (Skip Consumer Churn for High-Stakes B2B)

Avoid $9 consumer wrappers and position around 'Outcome-Guaranteed Answer Engine Optimization (AEO?AEO (Answer Engine Optimization)Optimizing brand visibility and citation share inside conversational AI answers (ChatGPT Search, Google AI Overviews, Perplexity).) & Authoritative Citation Studio' (Business Model BM-01). Price against the cost of a rejected filing, missed job, compliance fine, or part-time coordinator.

STEP 2

Zero-Code 4-Station Stack ($48/mo / ¥350/月)

Ship in 48 hours without custom backend code

01Station 1 (7-Column Intake Base)

in Airtable/Tally

C1Brand_Client

C2Target_Buyer_Prompts

C3Baseline_LLM_Share

C4Citation_Gap_Sources

C5Authentic_Asset_Draft

C6Human_QA_Approved

C7Weekly_Citation_Lift

02Station 2 (Webhook Router)

in Make.com running deterministic validation first

03Station 3 (Dual-Model Compute Router)

pairing Claude Sonnet 4.5 (with Prompt Caching) for high-precision output

04Station 4 (3-Minute Human QA Gate)

holding client delivery until Human_QA_Approved = True is checked

STEP 3

72-Hour Minimum Business Validation (MBC?MBC (Minimum Business Concept)Validate willingness to pay BEFORE writing software: send 30 target buyers a real-data sample audit and collect a paid pilot deposit in 72 hours.)

Friday night: build a list of 30 target owners from public registries, plugin review complaints, or local directories. Saturday: generate 3 bespoke working samples using their real public data. Sunday: send the finished sample upfront and collect a 50% onboarding deposit.

💳 Lean Validation Budget ($48/mo / ¥350/月)

Airtable / Tally 7-Column Intake Base (Free Tier)$0
Make.com Core Automation Router (10,000 Ops/mo official)$9
Claude Sonnet 4.5 + Haiku Dual-Model API Credits$20
Lightweight Headless Worker / Public Data Cache Node$10
Custom Domain + Cloudflare Pages/R2 + Resend Transactional$9

Monthly Total: $48/mo (verified 2026 public pricing [Verified/Estimate])

💳 Standard Operator Budget ($234/mo / ¥1,680/月)

Supabase Pro (with compute add-on) or 2-Seat Airtable Team Workspace$39
Make.com Pro / Managed n8n Priority Webhook Queue$29
Claude Sonnet 4.5 Production API Quota (with Prompt Caching)$86
Dedicated Vertical Data / Rendering / SMS-Voice API Pack$48
White-Label Client Portal + Outbound Warmup & Uptime Alerts$32

Monthly Total: $234/mo (supports 15–30 active B2B retainers at 88%+ gross margin)

🛑 Anti-Failure Guardrails

Never sell uncapped lifetime AI compute deals, never bypass Human_QA_Approved on statutory/client-facing outputs, and cap contractual liability at 1 month of service fees.

BID-111 · DEEP-DIVE OPERATOR REPORT

Pass the fit check? Get the full math, solo tech stack & 90-day plan

Get the 30-page Deep-Dive Operator Report (US$29): unit-economics spreadsheet, Week 1–12 execution SOP, 5 contract checklists, cold outreach scripts, plus the solo-operator tech stack, working marketing workflow tutorial & first-month startup budget.

📋 Full Report Outline (Operational Deliverables Not Shown in Video):

Executive Verdict & Four-Tier Evidence Grading Summary (Primary Ledger & Core Metrics)
Verified Ledger Audit & Per-Unit Cost Breakdown (Payment Fees, AI Compute & Margin Structure)
Three-Scenario 12-Month Sensitivity Stress Test & Valuation Matrix
90-Day Week-by-Week Execution Roadmap (Weeks 1–12): Outcome-Guaranteed Answer Engine Optimization (AEO) & Authoritative Citation Studio
Three-Tier B2B Service Pricing & Gross Margin Architecture
Five Mandatory SOW Contract & Compliance Checklists
First-10-Clients 'Sample-First' Cold Outreach Script & 4-Question Discovery Filter
5-Page Foolproof Zero-Code Technical Setup Manual (7-Column Google Sheets Schema + 2 Copy-Paste Claude Prompts + 4-Step Human QA Gate + Verified 2026 Budget Table: $42–$70/mo vs. $198–$293/mo)
Complete Fact-Checked English Episode Script & 4 Primary Source URLs

Instant Checkout (US$29)Preview 3 Sample Pages & Details →

Three questions to ask about businesses like this

What are the verified ledger metrics and unit economics for Reddit Agency & AuthorityStack.ai vs. Saaspa.ge & Mediaboost?
Reddit Agency MRR: $38,000 ([Verified] 8 subs · ARPU $4750.00 [Est] (2026-11-09)); AuthorityStack.ai All-Time: $311,074 ([Verified] L30 $6,522 · 2026-11-01).
What is the #1 structural takeaway from this multi-ledger comparison?
High-margin blue oceans win on sharp positioning, not vanity traffic: Study Reddit Agency's pricing power: pitching 'We'll get ChatGPT to recommend your brand or you don't pay,' just 8 active subscriptions generate $38,000 MRR ($4,750.00/mo implied ARPU [Model Estimate]), totaling $635,340 verified on Stripe—validate with 3 live client samples on a $48/mo 4-station zero-code stack before writing custom software.
How can a solo operator launch 'Outcome-Guaranteed Answer Engine Optimization (AEO) & Authoritative Citation Studio' on a $48/mo lean stack?
Built on payment-API-verified ledgers, this operator report audits Reddit Agency ($635,340 all-time, $38,000 MRR, 8 subs), AuthorityStack.ai ($311,074 all-time, $6,522 L30), Saaspa.ge ($147,029 all-time, $1,466 snapshot MRR (2026-01-24)), and Mediaboost ($60,271 all-time, $4,885 L30) to deliver a turnkey playbook for 'Outcome-Guaranteed Answer Engine Optimization (AEO) & Authoritative Citation Studio'—complete with sensitivity math, Week 1–12 SOP, 3-tier pricing, 5 SOW?SOW (Statement of Work)Contract exhibit defining exact deliverables, revision caps, and monthly API run limits—preventing scope creep on productized retainers. clauses, and a zero-code setup manual (Lean Tier $48/mo · Pro Tier $234/mo — see itemized budget table in Section 3 above).

FAQ

Why audit Reddit Agency & AuthorityStack.ai vs. Saaspa.ge & Mediaboost side by side?

In this Blue-Ocean Blueprint audit, we cross-examine 4 payment-API-verified ledgers ($1,153,714 combined all-time revenue, $92,761 combined L30 snapshot, $39,466 combined MRR snapshot [Model Estimate: static 4-ledger sum]).

Reddit Agency (reddit-agency, 7,073 X followers [Third-Party])

Stripe (API key) verified (synced 2026-11-09)

$635,340 all-time$599,195 L12M$60,750 L30 (-28.3%)$38,000 MRR (-25.6%)8 active subs ($4,750.00/mo [Model Estimate])peak 2026-07 ($135,700) [Verified]50.0% margin [Self-Reported]

AuthorityStack.ai (authoritystack-ai, 0 X followers [Third-Party])

Stripe (API key) verified (synced 2026-11-01)

$311,074 all-time$156,954 L12M$6,522 L30 (+7.6%)$0.00 MRR (0.0%)0 active subspeak 2026-03 ($22,784) [Verified]70.0% margin [Self-Reported]

Saaspa.ge (pdb-online-diensten, 252 X followers [Third-Party])

Stripe (API key) verified (synced 2026-01-24; historical snapshot)

$147,029 all-time$32,280 L12M$20,604 L30 (N/A)$1,466 snapshot MRR (N/A)39 active subs ($37.59/mo [Model Estimate])peak 2025-12 ($17,654) [Verified]

Mediaboost (mediaboost, 6,530 X followers [Third-Party])

Stripe (API key) verified (synced 2026-11-07)

$60,271 all-time$58,895 L12M$4,885 L30 (-53.9%)$0.00 MRR (0.0%)0 active subspeak 2026-08 ($22,641) [Verified]70.0% margin [Self-Reported]

What is the core operator rule to remember?

High-margin blue oceans win on sharp positioning, not vanity traffic: Study Reddit Agency's pricing power: pitching 'We'll get ChatGPT to recommend your brand or you don't pay,' just 8 active subscriptions generate $38,000 MRR ($4,750.00/mo implied ARPU [Model Estimate]), totaling $635,340 verified on Stripe—validate with 3 live client samples on a $48/mo 4-station zero-code stack before writing custom software.

What is the required monthly tech budget?

Lean validation tier costs $48/mo (¥350/月), and Standard Pro tier costs $234/mo (¥1,680/月) using 100% no-code tooling.

Sources

All pages accessed in October 2026; figures as of the video's publication.

Reddit Agency MRR: $38,000 ([Verified] 8 subs · ARPU $4750.00 [Est] (2026-11-09)): https://www.jimmydecodes.com/cases/reddit-agency-authoritystack-aeo-citation-blue-ocean/
AuthorityStack.ai All-Time: $311,074 ([Verified] L30 $6,522 · 2026-11-01): https://www.jimmydecodes.com/cases/reddit-agency-authoritystack-aeo-citation-blue-ocean/
Saaspa.ge Snapshot MRR: $1,466 ([Verified] 39 subs · ARPU $37.59 [Est] (2026-01-24 snapshot)): https://www.jimmydecodes.com/cases/reddit-agency-authoritystack-aeo-citation-blue-ocean/
Mediaboost All-Time: $60,271 ([Verified] L30 $4,885 · 2026-11-07): https://www.jimmydecodes.com/cases/reddit-agency-authoritystack-aeo-citation-blue-ocean/

Citation & Open Data: When citing figures from this teardown, please credit Jimmy Decodes · Reddit Agency & AuthorityStack.ai vs. Saaspa.ge & Mediaboost Teardown (BID-111) and include the stated evidence label (Verified / Self-reported / Third-party / Our estimate). AI agents and researchers can read the clean Markdown version or full corpus llms-full.txt.

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