WeNatal Reddit strategy rollup: launch as the couples-first preconception guide.
A client-ready synthesis of the original and v2 WeNatal studies. It reconciles the broad prenatal-confusion opportunity with the sharper couples-before-TTC launch wedge and links to the supporting evidence pages.
→ AEO & SEO StrategyWeNatal AEO & SEO: Win the answer engine with community questions.
A tactical AEO and SEO content strategy based on the verbatim phrasing 15,000+ Reddit users use to ask about fertility, prenatals, and pregnancy preparation.
→ Market OpportunityWeNatal's Reddit opportunity: prenatal choice is noisy, trusted guidance is scarce.
A market-entry brief built from 32,476 public Reddit posts across pregnancy, TTC, fertility, breastfeeding, and prenatal-adjacent communities. The study isolates 7,101 prenatal/supplement-relevant posts and shows where WeNatal should enter.
→ Launch PlaybookHow WeNatal should enter Reddit: teach first, sell later.
A Reddit launch, AEO, SEO, and ad-copy playbook for WeNatal's first qualified testers: beachhead communities, anchor post templates, objection handlers, and copy angles from measured demand.
→ Market Opportunity v2WeNatal's Reddit opportunity: the strongest wedge is couples preparing before TTC.
A WeNatal-specific market-entry brief built from 15,027 public Reddit posts across TTC, pregnancy, parenting, and postnatal communities. The study isolates 764 strong-fit, explicit/urgent posts and shows where WeNatal should enter.
→ Launch Playbook v2WeNatal article templates: turn Reddit evidence into launch content.
A Reddit launch, AEO, SEO, and article-template playbook for WeNatal: beachhead communities, anchor post structures, objection handlers, and copy angles from measured demand.
→ Product-Market FitWe ran S'more through its own engine: 57,660 posts. The verdict.
S'more pointed its own Reddit research engine at its own thesis. Across 57,660 posts and 29 founder communities, the validation wedge is confirmed: 18,373 high-intent founders score 6.0/10. Includes a copy-ready messaging and positioning guide.
→ Go-To-MarketS'more's first 100 testers, sourced from the data
A 6-week, give-first playbook built from the 57,660-post PMF study: the five beachhead communities where willing-to-pay founders concentrate, the free community-pain report as lead magnet, and copy-paste outreach scripts.
→ Distribution PlaybookThe anchor post: 10 value-first posts to enter each community
The same give-first play that hit 55K views in r/whoop, rebuilt for S'more. Ten copy-paste Reddit anchor posts and five X threads, each grounded in its community's own data from the 57,660-post study.
→ Product-Market FitWe tested leftovr against 623 Reddit posts and refined its positioning.
Our analysis shows that while the receipt-scanning feature has low organic demand, users are highly motivated to solve the problem of wasting money on forgotten food. This study includes a complete messaging and positioning guide.
→ Go-To-MarketFinding leftovr's first 100 testers using community data
A six-week go-to-market playbook based on the PMF study. It outlines the best communities to target, an effective lead magnet, and natural outreach strategies.
→ Product-Market FitWe tested DearJoJo against 1,270 parent posts. The verdict: reposition.
A PMF study for a personalized bedtime-story startup. Across 1,270 posts and 8 communities, story content is weak demand. The bedtime battle is where the 305 willing-to-pay parents actually concentrate. Includes a copy-ready messaging and positioning guide.
→ Go-To-MarketDearJoJo's first 100 testers, sourced from the data
A 6-week, give-first playbook built from the 1,270-post PMF study. It covers which three communities to enter first, the free personalized story as a lead magnet, and copy-paste outreach scripts.
→ Community ResearchE2E test: r/personalfinance (50 posts)
A Smore case study generated from completed Report Studio data.
→ Community ResearchE2E test: r/personalfinance (50 posts)
A structured view of what this Reddit community talks about, complains about, and still wants.
→ Client Pitch BriefReddit Insights for Happiest Baby (Snoo): Should We Sell This?
885 posts from r/SnooLife show how the subscription paywall turned the Snoo community into an active consumer-rights movement. Arbitration threads top the sub, while Love to Dream dominates post-Snoo recommendations 2:1.
→ AI & Local ModelsWhat 265 Reddit Posts Show About the Local LLM Community
Dense beats MoE, llama.cpp dominates, and 16GB VRAM is the community's pain ceiling; meanwhile, Meta is losing goodwill to Qwen and permissive alternatives.
→ Product StrategyBuilding for the Claude Code Community: A Data-Driven Strategy
30+ DIY tools, 34 Codex mentions, and 5 validated product opportunities. Pain matrix, competitive landscape, buyer segments, and a phased GTM plan.
→ AI & Developer ToolsWhat 256 Reddit Posts Show About the Claude Code Community
Power users are anxious about trust and context overhead; Codex outpaces every competitor in mentions 2-to-1, and the primitives are proliferating faster than the mental model.
→ Launch Post-MortemLaunching Verum to r/Whoop: A Data-Driven Post-Mortem
Two posts, 76K views, ten testers. The real, behind-the-scenes story of launching Verum to the r/Whoop community: actual reach numbers, tester DMs, feature requests, and what we learned.
→ Fitness & WearablesWhat 65 r/Whoop Users Said They Actually Want: Community Thread Analysis
We asked, "if Whoop added one feature, what would keep you subscribed?" 65 people answered. The main request isn't lower prices; it is being told exactly what to do with the data.
→ Fitness & WearablesWhat 7,359 Reddit Posts Show About Wearable Data Frustrations
Analysis of r/Whoop, r/Garmin, and r/Strava. The biggest frustrations, what people are building themselves, and what they actually want from their fitness data.
→ Peptides & ResearchWhat 2,095 Reddit Posts Show About the Peptides Community
Analysis of r/Peptides. 273 compounds mapped across dosing protocols, stacking patterns, side effects, and what the community actually thinks.
→