competitive-analysis
Skill1 starsChanged 37 days agoMITView on GitHub
Run a competitive UX analysis of how other products handle a specific flow, as patterns and gaps rather than a feature list. Use when someone wants a competitor review, a UX benchmark, inspiration from other products, or to understand conventions for a flow.
54 other projects use a version of this.
Adopted by
Most recently taken up by
- insight68/Skillstheir own version, first seen Nov 8, 2026
- AgnesAI-Labs/agnet-skills-cntheir own version, first seen Nov 1, 2026
- jaskirat1616/grok-skillstheir own version, first seen Nov 1, 2026
- codeApe-7/ai-agent-workflowGrouptheir own version, first seen Nov 1, 2026
- vijaysuperpositionist/skillstheir own version, first seen Nov 1, 2026
- fullstackinnoAI/skillstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use onboarding-flow, lead-scoring and 8 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
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When a founder needs to qualify inbound leads, define their ICP, build a lead scoring model, set MQL criteria, or route prospects through pipeline stages. Activate when the user mentions lead scoring, ICP, MQL, SQL, lead qualification, inbound leads, or pipeline design.
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nicepkgSkilluser-research-synthesis
Synthesize qualitative and quantitative user research into structured insights and opportunity areas. Use when analyzing interview notes, survey responses, support tickets, or behavioral data to identify themes, build personas, or prioritize opportunities.
Also in 4 projects that use this
claude-office-skillsSkillemail-marketing
Email marketing automation - campaign creation, sequence building, A/B testing, deliverability optimization, and analytics
Also in 3 projects that use this
AnthropicSkilluser-research
Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the user needs help with any aspect of understanding their users through research.
Also in 3 projects that use this
walternateSkillgo-to-market
Build a go-to-market (GTM) strategy for launching a product or entering a new market. Use when planning how to reach customers, position your product, choose channels, set pricing, and execute launch. Covers market entry strategy, customer segmentation, positioning, channel strategy, and GTM execution plan. Trigger on "go-to-market", "GTM strategy", "market entry", "launch strategy", "how to reach customers", "GTM plan".
Also in 3 projects that use this
Other versions54 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 54
- anthropics/financial-services★ 41ksame name
- anthropics/financial-services-plugins★ 41ksame name
- claude-office-skills/skills★ 433same name
- shawnpang/startup-founder-skills★ 331same name
- mverab/eGEOagents★ 218same name
- Fokkyp/claude-skills★ 211same name
- aakashg/pm-claude-code-setup★ 152same name
- nahid-sparktales/agent-dispatcher★ 59same name
- agencia-conversion/agentic-seo-skills★ 51same name
- launchapp-dev/animus-cli★ 39same name
44 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository17 other files it gives its agents.
- accessibility-researchSkill
- ai-browser-walkthroughSkill
- analytics-insightsSkill
- card-sort-tree-testSkill
- diary-studySkill
- interview-guideSkill
- jobs-to-be-doneSkill
- journey-mapSkill
- research-planSkill
- research-readoutSkill
- screener-surveySkill
- stakeholder-interviewsSkill
- survey-designSkill
- synthetic-usersSkill
- usability-test-analysisSkill
- usability-test-planSkill
- user-personasSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 45 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 8
Look at how others solve the same job, so you know what people already expect and where nobody does it well.
- Distinctive: line 12
Pick the flow and the job,: not the whole product ("getting a first car insurance price").
- Distinctive: line 24
Don't copy a pattern just because a big company uses it.
“Common” is measured: kept by at least 6 in 10 of the 45 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Competitive analysis
Look at how others solve the same job, so you know what people already expect and where nobody does it well.
Steps
- Pick the flow and the job, not the whole product ("getting a first car insurance price").
- Pick five to eight products: direct competitors, one or two adjacent ones that solve a similar job well, and a best in class example from another industry.
- Walk the flow in each as a new user, capturing screenshots of every step.
- Compare on the same criteria: how it starts, steps before the first useful result, what personal information is asked and how it's explained, how errors and edge cases are handled, trust signals, accessibility basics, mobile experience.
- Separate: conventions (most do it, so users expect it), differentiators (one does it notably well), and gaps (nobody does it well).
Output
A comparison table (product by criteria) with screenshots, then conventions, differentiators and gaps, and one to three ideas worth testing. Every cell is something you can point to; if you couldn't see it, write "not visible".
Don't
- Don't copy a pattern just because a big company uses it. Don't create accounts with real personal data to get through a flow.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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