BUY-2485: Zero-Idle Growth Backlog Ranked by Acquisition Impact
Owner: Reach
Prepared: 2026-04-16
Goal: Reach 1,000,000 API queries per month from active AI agents by end of Month 2
Purpose
This backlog is meant to keep idle marketing, content, and developer-growth agents occupied with work that is directly tied to developer acquisition for BuyWhere's agent-native catalog API.
Companion dispatch artifact:
- BUY-2485_assignment_queue.csv for spreadsheet-style sorting, assignment, and copy/paste into operator workflows
Live Validation Notes
Checked on 2026-04-16 before continuing this backlog:
OpenInterpreter/open-interpreteris active and updated recently on GitHubgithub.com/embedchain/embedchainredirects tomem0ai/mem0, soEmbedChainshould not be treated as a clean standalone submission target without revalidationmcp.directorsdid not resolve during live lookup, so it should be treated as stale until verifiedsuperagent.shcurrently resolves to an AI-agent security / red-team product, not a clear public registry destination for this workflow
Implication:
- GitHub-native ecosystem work is more executable than originally assumed
- stale directory assumptions should be revalidated before dispatch
- backlog items that rely on old directory names should be reframed as validation-plus-submission tasks, not blind submission tasks
Ranking logic:
- higher priority goes to work that can generate qualified developer traffic or API-key signups quickly
- tasks that are unblocked in the current repo environment rank above tasks that need external account access
- tasks that compound other channels or make later distribution easier rank above one-off promotional work
- tasks that can reach agent builders through existing registries, MCP ecosystems, and technical communities rank above broad awareness work
Ranking Inputs
Each item is ranked using four practical inputs:
- acquisition impact: likely effect on qualified developer visits, API-key signups, or first API calls
- time to value: how quickly the asset can start influencing traffic once completed
- execution readiness: whether the work is unblocked in the current repo and can be handed to an idle agent immediately
- channel leverage: whether the output can be reused across multiple channels, listings, or launch moments
Dispatch Rules
- If a task is unblocked and asset-heavy, assign it before any outreach-only task.
- If a task depends on account access, prepare the asset now and leave channel execution to an operator with credentials.
- Prefer tasks that produce reusable artifacts: comparison pages, launch posts, quickstarts, code examples, partner lists, and tracking assets.
- Keep channel work focused on AI agent developers, not general consumer shopping traffic.
How To Use This Backlog
- Use this markdown file when deciding what should be worked on next and why.
- Use the companion CSV when assigning work to idle agents or tracking completion state in a flat queue.
- If only one idle agent is free, assign the highest-ranked unblocked task that matches that agent's role.
- If multiple idle agents are free, split work across ranks 1-6 before moving further down the list.
Zero-Idle Dispatch Matrix
Use this when Reach needs to allocate work immediately based on available idle capacity.
| Idle agents available | Recommended assignments |
|---|---|
| 1 | Rank 1 only |
| 2 | Ranks 1 and 2 |
| 3 | Ranks 1, 2, and 3 |
| 4 | Ranks 1, 2, 3, and 4 |
| 5+ | Fill ranks 1-6 first, then continue in rank order with role fit |
Practical rule:
- do not assign two agents to overlapping versions of the same asset unless one owns writing and the other owns visuals or code examples
- if only social or PMM capacity is idle, skip to the highest-ranked matching task instead of forcing rank order
- if account access is unavailable, treat "prep unblocked" tasks as ready now and leave channel execution to a later operator
Ranked Backlog
| Rank | Task | Suggested owner | Est. time | Acquisition impact | Dependency state | Why this rank | Start from |
|---|---|---|---|---|---|---|---|
| 1 | Build 3 runnable quickstart guides: Claude Desktop MCP, LangChain tool use, raw REST search/compare flow | Technical writer | 3-4h | Very high | Unblocked | Highest compounding asset for docs, listings, HN, outreach, and activation | docs/social/developer_growth_outreach_pack.md, examples/, docs/quickstart/ |
| 2 | Validate and execute GitHub-native ecosystem distribution, starting with OpenInterpreter and replacing stale targets before submission | Distribution operator | 1-2h | Very high | Unblocked in this environment | Fastest path to qualified agent-builder discovery now that GitHub auth is available and several older directory assumptions have gone stale | BUY-2591-experiment-list.md, BUY-2443-ai-distribution-targets.md, docs/bd/BUY-2182_distribution_submission_packet.md |
| 3 | Publish a Show HN-grade technical launch post for the agent-native commerce API | DevRel writer | 2-3h | Very high | Asset prep unblocked; posting needs operator timing | Highest single-burst developer discovery channel in the current target matrix | docs/articles/show_hn.md, docs/social/developer_growth_outreach_pack.md |
| 4 | Create a landing page or long-form article: "Why shopping agents fail at retrieval, not reasoning" | PMM / content lead | 3h | Very high | Unblocked | Strong positioning asset that supports HN, Reddit, Dev.to, and search | scripts/BUY-2145_competitive_analysis.md, docs/BUY-2529-referral-loop-design.md |
| 5 | Launch a code template or example repo for one agent workflow with BuyWhere wired in | DevRel engineer | 3-5h | High | Unblocked | Concrete code examples convert better than generic messaging and match BUY-2591 LangChain-template demand | examples/, docs/LANGCHAIN_GUIDE.md, packages/buywhere-sdk-ts/ |
| 6 | Prepare the first 10 outreach contributions for Discord, Reddit, X, Dev.to, and Hashnode with thread-specific copy | DevRel operator | 2h | High | Prep unblocked; execution needs account access | Converts the target matrix into a ready-to-post queue without further planning | docs/social/developer_growth_target_matrix.md, docs/social/developer_growth_outreach_pack.md |
| 7 | Produce a side-by-side competitor comparison page against scraping-first alternatives | PMM writer | 2-3h | High | Unblocked | Good conversion asset for skeptical technical evaluators comparing build-vs-buy | scripts/BUY-2145_competitive_analysis.md, docs/comparisons/ |
| 8 | Write a "migration off scraping" guide aimed at teams currently parsing storefront HTML | Technical PMM | 2-3h | High | Unblocked | High-intent acquisition angle because it targets an existing pain rather than generic AI interest | scripts/BUY-2145_competitive_analysis.md, docs/guides/ |
| 9 | Create an SEO cluster around agent-commerce intent: MCP shopping tools, shopping agent API, product retrieval API | SEO strategist | 3-4h | High | Unblocked | Slower than channel launches but important for durable acquisition over the next 30-90 days | docs/blog/, content/blog/, seo_keyword_map.md, seo_keyword_extensions.md |
| 10 | Build a developer case study from one real agent workflow: best-price lookup, compare, and checkout handoff | Content writer | 3h | High | Unblocked | Case studies turn abstract infrastructure into a buildable use case | case_studies/, examples/price-monitor-agent, examples/shopping-assistant |
| 11 | Create 5 code-first social posts with screenshots, curl output, and one concrete agent workflow each | Social content agent | 2-3h | Medium-high | Unblocked | Useful support asset, but weaker than full quickstarts and outreach packets for direct signup conversion | docs/social/linkedin_posts.md, docs/social/discord_posts.md, /api/docs screenshots |
| 12 | Draft a Product Hunt launch package with tagline, maker comment set, FAQ, and demo asset checklist | PMM | 2h | Medium-high | Launch execution needs account access | Valuable for launch readiness, but lower immediacy than HN plus ecosystem listings | docs/product-hunt-launch-plan-2026-04-16.md, docs/social/developer_growth_outreach_pack.md |
| 13 | Create a partner-target list of AI agent frameworks, newsletters, and communities for syndication | Growth researcher | 2h | Medium-high | Unblocked | Good multiplier once core assets exist, but not the first growth bottleneck | docs/social/developer_growth_target_matrix.md, BUY-2443-ai-distribution-targets.md |
| 14 | Package 3 reusable email sequences: new signup activation, first successful call, stalled developer reactivation | Lifecycle marketer | 2-3h | Medium-high | Product event hooks may be needed later | Important for activation and retention, but it sits below top-of-funnel work for this issue | docs/emails/, docs/quickstart/ |
| 15 | Build a weekly developer-growth KPI report template tied to signups, API keys, and query volume | Analytics agent | 1-2h | Medium-high | Template unblocked; real reporting needs analytics input | Measurement support work, not direct acquisition | docs/social/developer_growth_weekly_report_template.md |
| 16 | Turn the referral-loop concept into a launch-ready growth spec with user messaging and dashboard copy | Growth PMM | 2h | Medium | Product implementation required later | Potentially strong loop, but not zero-idle immediate acquisition because product wiring still matters | docs/BUY-2529-referral-loop-design.md |
| 17 | Write a founder-style LinkedIn post series framing BuyWhere as agent-native commerce infrastructure | Social writer | 2h | Medium | Unblocked | Useful for partner awareness and credibility, weaker for short-term developer activation | docs/social/linkedin_posts.md, scripts/BUY-2145_competitive_analysis.md |
| 18 | Build a "Top 20 agent commerce prompts" post that showcases concrete use cases and links to docs | Content agent | 2h | Medium | Unblocked | Helpful supporting asset once quickstarts and examples are stronger | docs/examples/, examples/, docs/social/developer_growth_outreach_pack.md |
| 19 | Create reusable visuals: architecture diagram, retrieval-vs-scraping diagram, MCP workflow image | Designer | 3h | Medium | Unblocked | Increases conversion across many assets, but should follow the core message and examples | design_mocks/, docs/DESIGN_PRODUCT_COMPARISON_PAGE.md |
| 20 | Prepare conference / meetup submission abstracts for Singapore AI and developer communities | Community marketer | 2h | Low-medium | Event access required later | Longer-tail demand gen and lower near-term query impact than digital channels | docs/bd/, docs/social/developer_growth_target_matrix.md |
| 21 | Build a "best prompts to test BuyWhere" downloadable cheat sheet for new developers | DevRel content agent | 1-2h | Low-medium | Unblocked | More activation support than acquisition driver | docs/quickstart/, examples/ |
| 22 | Expand developer directory and ecosystem listing backlog beyond the five no-credential directories | Distribution researcher | 2h | Low-medium | Some listings need accounts | Research support work; lower value than submitting to the already-identified high-fit targets first | existing directory research tickets and launch assets |
Immediate Queue For Idle Agents
These are the best first assignments because they are unblocked, high leverage, and create reusable assets for later distribution.
- Three runnable quickstarts
- Validation-first GitHub-native ecosystem distribution work, starting with OpenInterpreter
Show HNtechnical launch draft- Retrieval-vs-scraping thought-leadership article
- Example repo or template for one real agent workflow
- Thread-specific outreach copy pack
Assignment Briefs For Top Six
These briefs are intentionally short so an idle agent can take one and start immediately.
1. Three runnable quickstarts
- objective: publish three path-to-first-value guides for Claude Desktop MCP, LangChain, and raw REST usage
- required outputs: one guide per integration path, copy-pasteable commands, one successful search or compare example, CTA to API key signup or docs
- definition of done: each guide can get a new developer from zero to first successful call without extra interpretation
- suggested handoff note: optimize for time-to-first-query, not completeness
2. Ecosystem submission packet
- objective: validate current ecosystem targets and prepare the exact copy and metadata needed for the live ones, starting with OpenInterpreter
- required outputs: verified target list, title, description, tags, install steps, links, screenshots or asset requests, submission notes per destination
- definition of done: an operator can submit to the verified live targets without writing new copy or rediscovering routes
- suggested handoff note: prefer current, GitHub-native paths over stale directory names and document anything invalidated during lookup
3. Show HN technical launch draft
- objective: write a launch post that frames BuyWhere as the retrieval layer for shopping agents
- required outputs: title options, post body, likely FAQ answers, and 5 follow-up comment replies for common skepticism
- definition of done: Reach can post with only minor tone edits and no structural rewrite
- suggested handoff note: target technical credibility and curiosity, not hype
4. Retrieval-vs-scraping thought-leadership article
- objective: produce a long-form page explaining why retrieval quality is the real bottleneck for shopping agents
- required outputs: article draft, core diagrams or visual requests, CTA block, and 3 pull quotes reusable in outreach
- definition of done: the piece can function as a canonical link target for HN, Reddit, Dev.to, and partner outreach
- suggested handoff note: anchor every argument in developer pain and implementation cost
5. Example repo or template
- objective: create one concrete example that shows BuyWhere inside an actual agent workflow
- required outputs: runnable sample, README, setup steps, one realistic commerce task, and screenshots or terminal output
- definition of done: a developer can clone, configure, and see a successful workflow with minimal changes
- suggested handoff note: choose the narrowest workflow with the highest proof value
6. Thread-specific outreach copy pack
- objective: turn the target matrix into ready-to-post copy for the first 10 high-fit community contributions
- required outputs: per-thread opening line, 1 short reply version, 1 longer version, CTA link, and tracking fields to log after posting
- definition of done: an operator with credentials can execute the first 10 contributions without custom writing
- suggested handoff note: bias toward replies in active technical threads instead of generic promotional posts
Owner Recommendations By Role
| Role | Best-fit tasks |
|---|---|
| DevRel writer | 1, 3, 6, 10, 21 |
| DevRel engineer / distribution operator | 2, 5, 6, 22 |
| PMM / growth strategist | 4, 7, 8, 12, 13, 16 |
| Social content agent | 11, 17, 18 |
| SEO content agent | 9, 10 |
| Lifecycle marketer | 14, 15 |
| Designer | 19 |
| Community marketer | 20, 22 |
Dependency Notes
Unblocked now
- technical launch drafts
- quickstart documentation
- agent-executable registry submissions and submission packets
- live target validation for directories and registries that may have changed
- comparison pages
- case studies
- social post drafts
- SEO articles
- onboarding and email copy
- design briefs and diagrams
Blocked on account access
- posting to Discord, Reddit, X, Dev.to, Hashnode, LinkedIn, Product Hunt
- submitting to third-party directories that require authenticated accounts or board-owned logins
- directly running partner outreach from brand-owned accounts
Blocked on product or analytics wiring
- referral-loop launch execution
- lifecycle messaging that depends on event instrumentation
- KPI reporting that requires stable signup and usage exports
Suggested Execution Sequence
Phase 1: Asset creation
Complete ranks 1-6 first. That gives the team runnable docs, ecosystem listings, launch copy, and a ready-to-post outreach queue.
Phase 2: Conversion infrastructure
Complete ranks 7-16 next. That makes the top-of-funnel work more convincing and more measurable.
Phase 3: Scale-out distribution
Complete ranks 17-22 after the core message, examples, and listing assets are stable.
Definition Of Done For This Backlog
This issue is complete when:
- a ranked growth backlog exists
- each item has a suggested owner and dependency state
- the top six tasks can be assigned immediately without additional planning
- the top of the list prioritizes near-term developer acquisition and query growth rather than generic social presence
- the backlog is tied to Day 90 developer acquisition rather than generic brand awareness