Competitive Deep Dive logo

Competitive Deep Dive

Organization
LMTYdotcom
competitive-deep-dive

Build an evidence-backed, current understanding of a competitor or alternative, including who they serve, positioning, product, pricing, packaging, recent changes, strengths, weaknesses, customer perception, and implications for the home product. Use when a PMM needs to get fully up to speed on one company, prepare a teardown, investigate a new or rising competitor, establish a reusable competitor baseline, or make sense of a move one competitor just made - including what a price, packaging or product change of theirs means, and whether their reasons for it can be known at all.

Overview

PublisherLMTYdotcom
Repositoryskills
Skill namecompetitive-deep-dive
Stars
83
Forks
2
Bundled files
8
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 8 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by LMTYdotcom on GitHub. Read the source before you install it.

Installation

Install the Competitive Deep Dive AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/LMTYdotcom/skills/tree/main/skills/competitive-deep-dive
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/LMTYdotcom/skills.git /tmp/skills
mkdir -p .claude/skills
cp -r /tmp/skills/skills/competitive-deep-dive .claude/skills/competitive-deep-dive
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Competitive Deep Dive in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Competitive Deep Dive on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Competitive Deep Dive is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Competitive Deep Dive

Mission

Create a durable, decision-useful understanding of one competitor or alternative that other PMM skills can reuse.

The deep dive should explain the competitor as a business and customer choice, not merely catalog its website.

Use this skill when

  • a new competitor appears
  • a PMM needs a full teardown or briefing on one company
  • a competitor becomes strategically important
  • a launch, positioning review, battlecard, or pricing analysis needs deeper competitor context
  • leadership asks "what do we actually know about them?"
  • the team needs a current baseline before tracking future changes

Do not use this skill when

  • the user only wants recent changes across the market. Use competitive-market-briefing.
  • the user wants an us-vs-them sales artifact. Use competitive-battlecard after the deep dive.
  • the user wants to know why deals against this competitor are won or lost, from the company's own deal evidence. Use competitive-win-loss-analysis.
  • the user wants preparation for one account where this competitor is in the deal. Use competitive-deal-prep.
  • the user wants a broad landscape of many companies. This skill profiles one at a time; for what the market as a whole is doing, use competitive-market-shift-analysis or competitive-executive-market-brief.

Required outcome

Produce a deep dive that answers:

  1. Who is the competitor and which customers/jobs do they focus on?
  2. How do they position the product and company?
  3. What do they actually offer?
  4. How do they price and package it?
  5. What has changed recently and over the available tracked period?
  6. Where are they strong?
  7. Where are there credible limitations or trade-offs?
  8. What do customers/prospects appear to value or dislike?
  9. How do they intersect with the home product?
  10. What questions should the PMM investigate next?

Context acquisition

Read references/CONTEXT.md. If call, CRM, win/loss or company-knowledge sources are connected, read references/INTERNAL.md before using them.

Minimum useful context:

  • competitor identity
  • home product identity when implications or comparison are requested

Strongly preferred:

  • LMTY competitor object, current report, and changes
  • primary competitor website, docs, pricing, release notes, help center
  • customer reviews and communities
  • sales/win-loss evidence
  • analyst or industry context
  • home-company product and segment priorities

If the competitor is not yet tracked in LMTY, use current research and clearly label it as a snapshot.

Source priority for this job

  1. competitor primary sources for what they claim and offer
  2. LMTY evidence and history for current state and change over time
  3. direct customer/deal evidence for buyer perception
  4. independent third-party evidence for corroboration
  5. community/social evidence for emerging sentiment, clearly labeled
  6. speculation only when explicitly requested and labeled

Workflow

Step 1 - Establish identity and scope

Confirm:

  • company/product
  • relevant segment or product line
  • whether the task is all-up or specific to a use case

Avoid mixing multiple products from a large company into one vague competitor profile.

Step 2 - Explain the customer/job

Determine:

  • target customer
  • important use cases/jobs
  • trigger situations
  • core promise
  • apparent GTM motion

Use customer and deal evidence when available rather than inferring the ICP solely from homepage language.

Step 3 - Map positioning

Capture:

  • category/frame
  • headline promise
  • value themes
  • proof and trust signals
  • segment cues
  • important messaging changes

Distinguish company positioning from individual product messaging.

Step 4 - Map product and experience

Focus on meaningful capabilities and workflows.

Capture:

  • core product areas
  • important differentiating capabilities
  • integrations/ecosystem
  • onboarding or usage model where observable
  • enterprise/security/governance where relevant
  • limitations that are actually evidenced

Do not turn this into an exhaustive feature inventory unless the user asks.

Step 5 - Map pricing and packaging

Capture:

  • public pricing
  • plan structure
  • free/trial motion
  • usage limits
  • add-ons
  • enterprise/custom gates
  • recent pricing/packaging changes

Label unknown realized pricing.

Step 6 - Build the change timeline

When LMTY history exists, summarize the most material observed changes by date.

Look for:

  • pricing/packaging
  • product launches
  • positioning
  • target customer
  • partnerships/channel
  • major proof or customer changes when evidence exists

The timeline is factual. Interpretations belong in a separate section.

Step 7 - Assess strengths and trade-offs

Strengths should be framed from a buyer's perspective.

Trade-offs may include:

  • breadth versus depth
  • simplicity versus flexibility
  • low entry price versus expansion cost
  • integrated suite versus specialist quality
  • enterprise depth versus self-serve speed

Do not invent weaknesses from silence or absence of public information.

Step 8 - Add customer and field reality

When evidence exists, summarize:

  • common reasons buyers consider them
  • common positive perceptions
  • recurring objections or drawbacks
  • win/loss themes
  • switching stories

Separate repeated patterns from anecdotes.

Step 9 - Explain intersection with the home product

If a home product is in scope, describe:

  • direct overlap
  • adjacent overlap
  • where customer jobs differ
  • where the competitor sets expectations even without direct head-to-head deals
  • which changes are most relevant to monitor

Do not force an adversarial framing when the competitor is mostly adjacent.

Step 10 - Hand off what you do not own

Requests routinely arrive as two questions joined by "and". Answer the one this skill owns, in full. For the rest, name the skill that owns it and stop there.

This is not a refusal and it is not a disclaimer at the bottom. Write it as a line the reader can act on:

Enablement - this profile is being read to arm a sales team. That is a separate decision: run competitive-battlecard with this analysis as input.

One line per area the work touched, named explicitly:

The request also wantsSay to run
field talk tracks, objection handling, or a rep-facing cardcompetitive-battlecard
a market position, messaging, or differentiationcompetitive-positioning
a decision-oriented version for leadershipcompetitive-executive-market-brief
launch framing, claims, or enablement for a releasecompetitive-launch-readiness
a recurring digest of what changedcompetitive-market-briefing
whether a pattern is a real shift or noisecompetitive-market-shift-analysis
a pricing or packaging decisioncompetitive-pricing-packaging-review

The failure this prevents is quietly answering the other half yourself. It looks helpful, and it produces a recommendation built on this skill's evidence alone, without the context the other decision actually needs.

Step 11 - Produce the artifact

Use assets/competitive-deep-dive-template.md.

Evidence and reasoning rules

Read references/TRUST.md.

Especially for deep dives:

  • primary source proves the competitor's claim, not customer truth
  • do not infer strategy from a single webpage change
  • do not treat missing public functionality as proof it does not exist
  • label product access limitations
  • distinguish company facts from analyst interpretation

Graceful fallback

Read references/DEGRADATION.md. For what LMTY can and cannot do, read references/LMTY.md.

Without LMTY:

  • use primary-source web research for a point-in-time baseline
  • create a dated source table
  • omit claims about change over time unless historical evidence exists

Without home-company context:

  • deliver the competitor baseline
  • omit prescriptive us-vs-them implications

Composition

Each companion below owns a decision this skill should not make on its own evidence. The hand-off step is where the request's own follow-on question gets named.

This is a foundational skill commonly used by:

  • competitive-positioning
  • competitive-launch-readiness
  • competitive-battlecard
  • competitive-pricing-packaging-review
  • competitive-market-shift-analysis
  • competitive-executive-market-brief

Quality bar

Read references/QUALITY.md.

A strong deep dive should allow another skilled PMM or agent to begin downstream work without repeating basic competitor research.

Examples of activating requests

  • "Get me fully up to speed on Northwind."
  • "Build a teardown of Initech for our PMM team."
  • "This company just started appearing in deals. Tell me what we know and what we don't."
  • "Give me a baseline competitor profile we can track over time."
  • "What has materially changed at Competitor X since we started tracking them?"

References

  • references/METHODOLOGY.md
  • references/LMTY.md
  • references/TRUST.md
  • references/CONTEXT.md
  • references/DEGRADATION.md
  • references/INTERNAL.md
  • references/QUALITY.md

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Competitive Deep Dive AI skill do?

Build an evidence-backed, current understanding of a competitor or alternative, including who they serve, positioning, product, pricing, packaging, recent changes, strengths, weaknesses, customer perception, and implications for the home product. Use when a PMM needs to get fully up to speed on one company, prepare a teardown, investigate a new or rising competitor, establish a reusable competitor baseline, or make sense of a move one competitor just made - including what a price, packaging or product change of theirs means, and whether their reasons for it can be known at all.

Why use Competitive Deep Dive on TypingMind?

Because you install it once and use it with any model. Competitive Deep Dive is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Competitive Deep Dive in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/LMTYdotcom/skills/tree/main/skills/competitive-deep-dive. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Competitive Deep Dive?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Competitive Deep Dive?

As many as you like. As long as a model supports skills, you can use Competitive Deep Dive with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Competitive Deep Dive AI skill free?

Yes. It is published on GitHub by LMTYdotcom under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇