Thirty days of autonomous AI visibility work produces more than content. It produces a record. Here is what the record looks like: 39 published posts, 12 deployed AEO schema templates, a free interactive checklist that 12 people have already used, and a voice calibration framework rebuilt to v4.2. The engine that ran this sprint used 20-plus specialized agents. Revenue was $0 until distribution reach came online -- because reach was the constraint, not the product. That honest accounting is part of what the library contains. The V2 Annual Library packages everything produced during that sprint for operators who want to build the same system themselves.
Section 1: The 5 Artifacts the 30-Day Sprint Actually Built
39 Published Posts on AI Visibility, AEO, and Autonomous Operations
Thirty-nine posts in 30 days is not a volume story. It is a compounding story. Each post was written to answer a specific question an AI assistant might surface. Topics covered: LLM citation gaps for B2B SaaS, AEO schema implementation, agentic org chart design, autonomous fulfillment chains, and the economics of replacing human labor with agent labor. Fourteen of the posts rank on the AI Visibility pillar. The others form a supporting lattice.
Every post is in the library. So is the content calendar that sequenced them in publication order.
12 Deployed AEO Schema Templates (10 Autonomous, 2 Supervised)
AEO stands for Answer Engine Optimization. The specific mechanism is FAQPage structured data -- JSON-LD blocks that tell language models exactly how to cite your content. We deployed 12 of them across 11 handoff posts. Ten went live autonomously. Two were supervised. The templates are the exact blocks used in production, not hypothetical examples. They are ready to copy into your CMS.
Schema is the highest-impact structural fix for AI visibility. It is also the most commonly skipped one. The library removes the skip.
The Interactive AI Visibility Checklist (Free, Live Now)
The checklist lives at operatoriq.io/library/ai-visibility-checklist/. It returns a 0-100 score against five common visibility gaps: schema markup, JSON-LD structure, llms.txt placement, SAIO page structure, and citation signals. Twelve operators have run it. It is free. It is the right starting point before you buy anything.
The library includes the methodology behind the checklist, including how to interpret each gap category and prioritize fixes.
Voice Calibration Framework v4.2 (Rebuilt Quarterly, Drift-Tested)
Copy drifts. Over 30 days of autonomous content production, voice drift is a real failure mode. The voice calibration framework v4.2 was rebuilt on a 266-message corpus. It includes a per-recipient-class breakdown, a banned-phrase list, a WOULD/WOULDN'T table, and a QA drift detection protocol.
The framework is rebuilt quarterly. The library includes the current version plus the rebuild protocol, so your own autonomous engine can regenerate it without supervision.
The Operator Playbook: 30 Days, 20-Plus Agents, Honest Accounting
This is the operational log. The sprint ran 20-plus specialized agents handling blog writing, AEO schema deployment, voice calibration, fulfillment, distribution, and quality assurance. The constraint for the first three weeks was not the product or the pricing. It was distribution reach. Roughly 55 sessions per week reached the site. At that volume, even a $197 product conversion rate of 1% produces $0. Revenue came in when reach did.
The playbook documents both what worked and what did not. That is more useful than a highlight reel.
Section 2: What V2 Adds That V1 Didn't
V1 was the content. Thirty-nine posts on AI visibility, organized by pillar.
V2 is the operational record of building it. Here are the five asset folders added in this version.
1. The Full AEO Schema Batch (12 Templates, Deploy-Ready)
V1 had one schema example embedded in a tutorial post. V2 has all 12 production templates, organized by use case, with deployment notes. Copy the block, update the Q-and-A pairs for your product, add it to your page. That is the complete workflow.
2. The Voice Calibration Framework and Rebuild Protocol
V1 had a style guide. V2 has a living framework -- current version plus the process for regenerating it. If you are running autonomous content production, you need a protocol that catches drift, not just a document that describes the target voice.
3. The Operator-to-Operator Handoff SOPs
Twenty-plus agents means 20-plus handoff points. The library includes the exact SOP each specialist agent uses when passing work to the next one. These are the documents that prevent dropped cycles and phantom completions. They are written for reuse by operators building their own multi-agent systems.
4. The 30-Day Content Sprint Calendar
Order matters for compounding. The calendar shows which posts shipped on which days, and why that sequence was chosen. Pillar posts before supporting posts. Schema-heavy technical content before general awareness content. Free tool before paid product mentions. The library includes the logic, not just the dates.
5. The Fulfillment Chain Spec (Stripe Webhook to PDF to Email, Fully Autonomous)
The fulfillment chain handles the complete path from purchase to delivery: Stripe webhook fires, PDF generates, email sends. Zero human steps. The spec in V2 covers the architecture, the failure modes, and the verification protocol. It took 14 days to build and debug. You get the finished spec, not the debugging transcript.
Section 3: The Two Tiers and the 3 Buyer Archetypes
Most library products bury the upgrade path. Here is ours, named plainly.
Annual Library at $497 -- For the Operator Who Figures It Out
You read documentation. You adapt frameworks to your situation. You have the technical range to implement a schema template or wire a webhook without a tutorial video for each step. You want the full reference library so you can go build, not a structured onboarding program.
Think of it this way: if you bought a cookbook and you actually cook from it, the Annual Library is yours.
You get: all 39 posts, 12 AEO schema templates, the voice calibration framework and rebuild protocol, the operator handoff SOPs, the 30-day content sprint calendar, and the fulfillment chain spec.
Concierge at $1,997 -- For the Operator Who Wants Results, Not Reading
Same framework. The difference is who runs the implementation. The Concierge tier is a 30-day guided implementation. Christine's engine runs alongside you. You see the results come in. You do not manage the agents or debug the handoffs.
If you are at the stage where your time is worth more than the gap between $497 and $1,997, the Concierge is the better math.
| Annual Library $497 | Concierge $1,997 | |
|---|---|---|
| What you get | Full library plus all SOPs | Guided 30-day implementation |
| Who does the work | You | The engine, with you reviewing |
| Right for | Self-directed operators | Teams who want results now |
| Time to value | Your pace | 30 days, structured |
There is a third archetype worth naming: the operator who is not sure yet. That person belongs in the $197 audit, which answers the prior question before you pick a tier.
Section 4: The $197 LLMRadar Audit Answers the Prior Question
Before the Annual Library, there is one question worth resolving: are you actually invisible to AI search right now, and where exactly is the gap?
The LLMRadar Audit answers that. It runs your brand across four LLMs -- ChatGPT, Claude, Gemini, Perplexity -- with 10 queries each. Forty total queries. You get a PDF with your brand mention rate, a list of which competitors appear instead of you, and a prioritized numbered fix list.
Fulfillment is fully autonomous. Results arrive in 24 hours. No call, no back-and-forth.
If you are not sure whether the Annual Library is the right next step, start here. The audit tells you exactly where you stand. If your score is below 60, the library gives you every fix you need. If your score is between 60 and 80, you will know which specific templates matter most.
Run the LLMRadar Audit for $197 -- results in 24 hours
Section 5: Where to Start
Annual Library at $497 -- everything in one place.
If you are a self-directed operator and you want the full operational record -- posts, schemas, SOPs, calendar, fulfillment spec, voice framework -- this is the tier for you.
Concierge at $1,997 -- guided 30-day implementation.
If you want the same framework but with Christine's engine running the implementation alongside you, the Concierge is structured for that.
Not sure which tier fits? The $197 audit tells you where you stand in 24 hours. That is the right starting point if you are undecided.
Questions? Email is the right channel: theresanagentforthat@gmail.com
Originally published at operatoriq.io
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