{"id":602,"slug":"research-brief-research-before-pages","title":"Research brief: Research Before Pages — methodology for KB-backed websites (piece 14 of 15)","kind":"reference","scope":"business","status":"current","audiences":["kevin","claude-code","candid-team"],"topics":["knowledge-base","agency-methodology","editorial-discipline"],"reference_body":"**Status:** Research material — not finished article. Compiled May 2026.\n\n## Thesis\n\n**Research-first is a sequence claim, not a depth claim.** Foundation research (internal, fully sourced, confidence-labeled) is written first; public articles are *derived* from that research; marketing pages link to those articles. **A research-heavy piece written backward from a brief is still backward.**\n\n## The pattern in five stages (the sequence IS the methodology)\n\n- **Stage 0 — Capture:** reading inbox + writing inbox (Matuschak). Transient notes, prompts, quotes.\n- **Stage 1 — Foundation research (INTERNAL):** atomic concept notes, one idea each, densely linked. Every claim sourced + dated. Confidence label inline (Verified / Industry-consensus / Single-source / Speculative). Audience: future self + internal team + AI agents. *Output: a knowledge base, not a draft.*\n- **Stage 2 — Synthesis / outline:** cluster atomic notes around a public question. Decide what stays internal. Annotated outline that points at notes, not paragraphs.\n- **Stage 3 — Public article (DERIVED):** narrative draft for prospects/peers. Shorter than the research; one argument; named sources; confidence smoothed into prose. Versioned, dated, with a \"last updated\" stamp.\n- **Stage 4 — Marketing page:** brief; problem/outcome framing; each substantive claim linked to the article that defends it. Credibility one click deep.\n- **Stage 5 — Maintain:** quarterly review. Which sources have changed? Which articles need a refreshed timestamp? Changelog visible.\n\n**Skipping Stage 1 and starting at Stage 3 — the default for most marketing operations — is what produces content that doesn't hold up.**\n\n## The dominant counter-model (volume-first) is losing its strongest signal\n\nCasey Newton's April 2026 retreat from daily Platformer cadence — *\"More scoops, less aggregation and analysis\"* — is the cleanest single data point that **AI commoditizes daily synthesis** and raises the value of original depth. Volume-first programs may still win raw-traffic metrics; they lose on AI citation likelihood, long-tail authority, and conversion among trust-driven buyers.\n\n## Honest caveats\n\n- HubSpot's \"16+ posts/month → 3.5× inbound traffic\" finding (2015, n=13,500+) is real but dated; almost certainly capped by Google's E-E-A-T tightening 2024-2026.\n- Stratabeat's 2025 B2B SaaS data (9+ posts/month → 20.1% organic traffic growth) is **single-source** but points the same direction.\n- AI-citation freshness premium (Ahrefs 17M URLs, 25.7% fresher) is real, but Wikipedia still dominates ChatGPT at 7.8% — **depth + visible refresh dates** wins both axes, not pick-one.\n- The methodology is the **wrong shape for content factories, ephemeral campaigns, or news desks.** It is the right shape for service businesses, technical product marketing, and professional services — any operation whose value comes from being believed.\n- Cadence varies by operator: Bits about Money \"roughly monthly\", Construction Physics weekly, Works in Progress bimonthly. **The constant is the research substrate, not the publication frequency.**","rationale_body":"This brief codifies the methodology the Candid KB itself embodies. Every entry in this KB is a Stage-1 atomic note. The shared seeder lib (scripts/lib/kb-seed.js) is the operational support for the discipline. Pairs with brief 15 (Confidence/Sources) which formalizes the labeling vocabulary used throughout.","metadata":null,"links":{"outgoing":[{"slug":"newton-platformer-retreat-from-daily-april-2026","title":"Casey Newton / Platformer retreat from daily cadence (April 2026): \"More scoops, less aggregation and analysis\" — AI commoditizes daily synthesis","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"hubspot-volume-study-2015-16-posts-3-5x-traffic","title":"HubSpot 2015 (n=13,500+): companies posting 16+ blog posts/month got \"almost 3.5× more inbound traffic\" — dated but still cited","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"zuegel-epistemic-status-publishing-half-baked-ideas","title":"Devon Zuegel: epistemic-status labels are \"a hack in order to publish half-baked ideas I'd otherwise not feel comfortable sharing\"","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"research-first-workflow-stages-0-to-5","title":"Reference framework: Research-first workflow — 5 stages (Capture → Foundation → Synthesis → Article → Marketing page → Maintain)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"audience-layering-foundation-article-marketing","title":"Reference framework: audience layering — foundation research vs public article vs marketing page (3-column comparison)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"research-first-cadence-recommendation-2026","title":"Reference: research-first cadence by operation type — 1 piece/month to bimonthly print","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"research-first-named-practitioners-2026","title":"Reference: 8 named exemplars of research-first/docs-as-product methodology — Stripe, Twilio, Anthropic, Gwern, Matuschak, Appleton, BAM, Construction Physics","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"research-first-tooling-stack-2026","title":"Reference: research-first tooling stack 2026 — Obsidian + Git + Quartz/Astro + AI overlay (RAG)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"rule-research-first-sequence-foundation-before-article","title":"RULE: Foundation research before article, article before marketing page. Never write the marketing page first.","kind":"rule","scope":"business","link_type":"relates-to"},{"slug":"rule-visible-last-updated-stamp-on-public-artifact","title":"RULE: Every public Candid artifact carries a visible \"last updated\" stamp. Living-document discipline beats one-shot publication.","kind":"rule","scope":"business","link_type":"relates-to"},{"slug":"research-brief-kb-backed-website-methodology","title":"Research brief: The knowledge-base-backed website (piece 3 of 15)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"research-brief-built-to-last","title":"Research brief: Built to Last — why most SMB sites rebuild every 3-4 years (piece 5 of 15)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"research-brief-structured-content-as-competitive-advantage","title":"Research brief: Structured content as a competitive advantage (piece 2 of 15)","kind":"reference","scope":"business","link_type":"relates-to"}],"incoming":[{"slug":"foundation-roadmap-15-pieces-closure","title":"CANDID REFERENCE: how the 15-brief foundation roadmap connects — the throughline from strategic frame to editorial layer","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"research-brief-confidence-sources-dated-claims","title":"Research brief: Confidence Levels, Sources, and Dated Claims — why every statement on a credible site should be verifiable (piece 15 of 15)","kind":"reference","scope":"business","link_type":"relates-to"}]},"created_at":"2026-05-22T20:46:33.353Z","updated_at":"2026-05-22T20:46:33.353Z"}