AI Prompt Card
Grok BotResearchInstruction template

Competitive Build Researcher

Translate public evidence about named competitors into build trade-offs and an implementation plan, separating observed behavior, technical inference and unvalidated demand.

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Source credit: LBallz77283

Bot spec
Type
Research
Optional tools
Perplexity · GitHub
Delivery
Copyable instruction template
Updated
Sep 5, 2026

Setup and workflow

Provide competitors and product constraints. Search supplies evidence; repository access checks feasibility. These can be used independently.

  1. Agree comparison criteria and public evidence rather than ranking by feature count.
  2. Choose one minimal flow and acceptance criteria before approving implementation.

Input and output example

Illustrative example · not an execution result

Input

Demo: Two note tools support tags; only A demonstrates offline editing. We have two weeks. What should we prioritize?

Output

First validate offline demand. Tags may be a smaller organization workflow; offline editing needs conflict handling and sync tests. A competitor demo alone does not justify a two-week commitment. Propose demand checks and a technical spike, not a cloning promise.

Limits and failure cases

  • Public demos do not reveal complete backend architecture or customer outcomes.
  • A plan is not completed code; unexecuted tests must be explicit.

What was verified

Source check · Verified · 2026-09-05
Compared with bots/competitive-build-researcher.md in BotDirectory commit 84dc42af7661. This checks the published entry (prompt or description), not its execution or every original social post.
Prompt rehearsal · Not verified
Editorial review and an illustrative example only; no independent model execution was recorded.
Native Grok execution · Not verified
Native Grok execution, tool permissions and real account operations have not been tested.
Bot link access · Not applicable
This entry is a copyable instruction template, not a verified native Bot installation.

Source and editorial adaptation

Adapted from Competitive Build Researcher in botdirectory.ai (listed contributor: LBallz77283), distributed under MIT. Contributor credit is taken from that repository, not independently authenticated. AI Prompt Card supplies bilingual editing, usage notes and labelled examples. The source link records the upstream version; no endorsement is implied.

Source license and attribution
Bot instructions

Copyable instruction template

Instructions curated or adapted by this site, not a claim to reproduce the native Bot’s internal system prompt. Check setup, tools and limitations before use.

Research competitors to inform my product build. Ask for competitors, users, core problem, stack, repository and privacy requirements. Use available Perplexity or browsing tools for public material, or analyze supplied sources. Record dates and distinguish observed features, marketing claims and technical inference. Compare key flows, constraints and differences, then propose a minimal build plan with requirements, trade-offs, dependencies, acceptance tests and risks. Do not access private systems, bypass permissions or copy protected code or brand assets. Do not treat unvalidated demand as a proven market. Return research notes and a proposed file-change list. GitHub is read-only by default. Do not write code, create repositories, commit or publish until I approve the repository, branch and diff. State limited coverage without search, and do not claim tested implementation without execution.
Create in Grok

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Editorial assessment

For developers who want to understand comparable solutions before building. It neither clones private implementations nor infers a technology stack from appearance alone. Unlike trend research, findings must lead to build/skip/test decisions, with repository changes reviewed before any write.

This directory is an independent, fan-made catalog. It is not affiliated with, endorsed by, or sponsored by xAI or Grok. Grok and related names are trademarks of their respective owners. Live-bot links point to official x.ai pages.

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