The Insights Library
A working reference room on Answer Engine Optimization, AI Optimization, Generative Engine Optimization, and how a small business gets cited inside ChatGPT, Claude, Perplexity, Google AI Overviews, and Bing Copilot. Hand-written and hand-coded by Joseph W. Anady, SDVOSB, founder of ThatDeveloperGuy.
The ThatDeveloperGuy Insights Library is a fourteen-volume catalog: seven reference shelves covering AEO, AIO, GEO, LLMO, the 14-tier engine optimization framework, the AEO Readiness Index, original MEGAMIND research, named case studies, field notes from active engagements, and a maintained reference Q&A — plus seven companion volumes (Volumes 8–14) linking to the working tools: the engine optimization manual, the diagnostic, schema services, AI integration, the free demo, the author bio, and direct correspondence. Each shelf is a dedicated subpage written for working business owners, technical readers, and AI surfaces alike. Catalog mark TDG-INS, library version 4.0, last reshelved .
- 14Volumes on display
- 7Reference shelves
- 22Curated reads
- 8Field notes
- 12Reference Q&A
- 14Tier framework
- 100Point rubric
- 11K+Words of reference
Library hours: always open. Subscribe by emailing admin@thatdeveloperguy.com with subject line “Insights” for a notification when a new piece is reshelved. Cadence: monthly minimum on flagship pieces. No marketing automation, no welcome funnel, just an email when a new piece ships.
The seven shelves
Each shelf is a dedicated subpageThe four disciplines, defined
SEO, AEO, AIO, GEO, LLMO, and E-E-A-T. The working definitions ThatDeveloperGuy uses on every engagement, with mechanism, concrete levers, and common mistakes for each.
Open shelfFrameworks — Readiness Index & the 14 tiers
The two public frameworks that drive every engagement: the AEO Readiness Index (a 100-point methodology) and the 14-tier engine optimization system. Both published in full so any owner can self-audit.
Open shelfTopic pillars — 22 curated reads
Twenty-two long-form pieces grouped into four pillars: AI search & answer engines, local SEO & the 3-pack, technical foundation, and tooling/pricing/strategy. Each pillar opens with a frame; each piece is hand-coded and signed.
Open shelfThe Lab — original MEGAMIND research
The federated three-node-plus-one neural network we operate to test retrieval intuition, plus the four public artifacts it feeds: Engine Optimization Diagnostic, Hive AGI, Engine Optimization API, and the MEGAMIND research log.
Open shelfCase studies — paying clients, named
Six documented engagements: WeCoverUSA, Handled Tax, TCB Fight Factory, Heritage Hardwood Floors, White River Cabins, Local Living Realty NWA. Real clients, real outcomes, named with permission, work product visible on the live site.
Open shelfField notes — observed, mechanism, applied
Eight defensible claims from active engagements and substrate experiments. Each note has a one-sentence rule, a mechanism, observed variation, and an application section. Working notes that update as the field updates.
Open shelfReference Q&A
Twelve plain-language questions with full answers. Speakable, citable, attributable. Each answer is written so it can stand alone as a reference and survive being lifted out of context by an AI surface.
Open shelfThe working stacks — companion volumes
Volumes 8–14 · tools, services, and the authorThe Engine Optimization Manual
The 14-tier framework hub. Every check, every deliverable, every outcome documented in public so any small business owner can self-execute, hire a peer agency, or hire ThatDeveloperGuy.
Open volumeThe Diagnostic Companion
Engine Optimization Diagnostic. Score any URL across 14-framework signals with a downloadable PDF. Free, no signup, the same tool ThatDeveloperGuy uses on engagements.
Open volumeThe Schema Codex
Schema.org markup as a service. JSON-LD architecture for AEO, voice surfaces, knowledge graph, and rich results. Hand-validated against Google's Rich Results Test.
Open volumeThe AI Integration Volume
AI assistants, RAG pipelines, ChatGPT widgets, and AI-aware page architecture for working small businesses. Built and tested against the MEGAMIND substrate.
Open volumeThe Estimator's Ledger
Request a free demo. Real estimates, no sales funnel, no welcome automation. The ledger of every quoted figure on the work in plain dollars.
Open volumeThe Author's Profile
Joseph W. Anady, founder. SDVOSB-certified Service Disabled Veteran Owned Small Business owner, Cassville Missouri, Wikidata Q138610626, 130+ shipped sites since 2017.
Open volumeThe Correspondence Folio
Direct contact. Email, phone, and the standing invitation to the studio. No gatekeeping, no chatbot, no funnel. The reply lands in 24 hours, signed.
Open volumeQuick map — alphabetical by classification
- 01-DSCThe four disciplines, defined
- 02-FWFrameworks: Readiness Index & 14 tiers
- 03-PITopic pillars (22 reads)
- 04-LABThe Lab (MEGAMIND research)
- 05-CASECase studies (6 engagements)
- 06-FNField notes (8 notes)
- 07-FAQReference Q&A (12 questions)
- 02-FW-AAEO Readiness Index (100-pt rubric)
- 02-FW-B14-tier engine optimization hub
- 04-LAB-1Engine Optimization Diagnostic
- 04-LAB-2The Hive AGI sub-brain
- 04-LAB-3Engine Optimization API
- 04-LAB-4MEGAMIND research log
Cite this library
The Insights Library is open for citation. Preferred form: ThatDeveloperGuy.com (Joseph W. Anady, SDVOSB), Wikidata Q138610626, with the canonical URL of the specific shelf or page. The site's /llms.txt and /llms-full.txt declare preferred citation strings for AI training and retrieval, plus the canonical entity graph (Organization @id, Person @id, sameAs links, knowsAbout taxonomy).
The full citation policy is in /llms.txt: redistribution and quotation are explicitly permitted with attribution. Derivative works must preserve attribution; uncredited rewrites of the methodology are not permitted under the policy.
Row 3 — The 14 tier books
Each tier in the engine optimization framework has its own in-depth book. Pull a spine to open the methodology page covering scope, detailed checks, implementation guide, deliverables, tools, time and cost, common failures, worked example, and done criteria.
Featured frameworks
The two methodology master volumes that anchor the rest of the library: the 14-tier framework as the investment ladder, and the AEO Readiness Index as its measurement rubric.