When the user wants to analyze competitors for SEO, content, backlinks, or positioning. Also use when the user mentions "competitor analysis," "competitor research," "competitor keywords," "competitor backlinks," "link gap," "content gap," "competitor content," "competitive analysis," or "competitor comparison." For content roadmap, use content-strategy.
SkillScore9595 — bench 91 · live 100 · AI — (needs ≥10 rated traces)
+27 ptsBenchmark lift
MarketingGitHub20/22 cases100% pass Live pass · lifetime2 users · lifetime · 35 times used · lifetime
Compares a group of companies by products, positioning, market focus, and differentiators. Use when the user provides several company records and wants a structured competitive comparison.
SkillScore8484 — bench 73 · live 95 · AI — (needs ≥10 rated traces)
+36 ptsBenchmark lift
ResearchGitHub16/22 cases95% pass Live pass · lifetime1 user · lifetime · 32 times used · lifetime
When the user wants to analyze competitors for SEO, content, backlinks, or positioning. Also use when the user mentions "competitor analysis," "competitor research," "competitor keywords," "competitor backlinks," "link gap," "content gap," "competitor content," "competitive analysis," or "competitor comparison." For content roadmap, use content-strategy.
SkillScore9191 — bench 91 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+39 ptsBenchmark lift
MarketingGitHub21/23 cases—0 users · lifetime · 0 times used · lifetime
Use when the user wants to research competitors' social media strategy, compare brands or creators, find what content is working in a niche, identify content gaps, or produce a practical social strategy brief from public social data.
SkillScore6767 — bench 67 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+38 ptsBenchmark lift
MarketingGitHub16/24 cases—0 users · lifetime · 0 times used · lifetime
Compare competitors' social content across platforms to identify recurring topics, formats, hooks, audience reactions, distribution patterns, and credible content opportunities for a brand.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—ResearchGitHub——0 users · lifetime · 0 times used · lifetime
Research competitor products, launch history, and acquisition evidence from public sources or supplied materials. Use when evaluating growth claims, comparing competitors, or choosing growth experiments. Produces a cited brief that separates observations, attributed claims, estimates, and hypotheses.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—ResearchGitHub——0 users · lifetime · 0 times used · lifetime
This page used to hold an archived copy of this skill. The archive now lives in the registry's data repository.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—GitHub——0 users · lifetime · 0 times used · lifetime
Deep competitor research that goes beyond a comp set into positioning gaps and opportunity spaces. Infers the full competitive set (direct, adjacent, status-quo, and nascent threats), profiles each, builds a 2x2 positioning map, identifies gaps, and recommends a counter-position.
Use when the user wants a structured, multi-step process for thorough competitor research that ends in a positioning map and counter-positioning recommendation.
Do NOT use for a quick lookup of one competitor or a singl
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—ResearchGitHub——0 users · lifetime · 0 times used · lifetime
Research competitor advertising strategies through Facebook Ad Library, Google SERP ads, and social media sponsored content. Covers creative analysis, messaging patterns, targeting signals, and campaign frequency for competitive marketing intelligence.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—ResearchGitHub——0 users · lifetime · 0 times used · lifetime
Step of the research-competitors playbook: the worker brief for profiling one rival at a capped depth, returning a fixed-shape profile. Run research-competitors instead; not for direct use.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—ResearchGitHub——0 users · lifetime · 0 times used · lifetime
Step of the research-competitors playbook: rules for run edge cases such as no browser, stalled workers, earlier reports and late reads. Run research-competitors instead; not for direct use.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—ResearchGitHub——0 users · lifetime · 0 times used · lifetime
Step of the research-competitors playbook: the worker brief covering the whole category, including searches, AI answers, community threads and category ad winners. Run research-competitors instead; not for direct use.
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—ResearchGitHub——0 users · lifetime · 0 times used · lifetime
Analyzes the ads competitors are running — the ones live now, the ones they have already stopped, and which have run longest. Watches the video ads and reads the image ads with a vision model, so every finding comes from the ad itself rather than its caption. Finds the patterns across the set — what is holding, what was dropped, and what nobody runs. Research only — nothing is generated or recommended here. Use when the user wants competitor ads researched, an ad teardown, a competitive or categ
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—ResearchGitHub——0 users · lifetime · 0 times used · lifetime
Competitor research: what every main rival is running, launching, charging and saying now, what works for them, and what that means for you. Use when the marketer asks for competitor research or a teardown, "what ads are my competitors running", "how do they price", "find gaps and angles", "what changed this week" (a weekly watch), or "X just launched / shut down / cut prices" (react now). Also builds a sales battlecard, checks a competitor page's tools/pixels, or studies who engages with their
NewSkillScoreNo evidence yet — run a verified benchmark or accrue evaluated production traces to earn a SkillScore.—ResearchGitHub——0 users · lifetime · 0 times used · lifetime
Scrapes Amazon product data from ASINs using browseract.com automation API and performs surgical competitive analysis. Compares specifications, pricing, review quality, and visual strategies to identify competitor moats and vulnerabilities.
SkillScore8686 — bench 86 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+36 ptsBenchmark lift
ResearchGitHub19/22 cases—0 users · lifetime · 0 times used · lifetime
This skill helps users extract structured data from Reddit posts and comments via BrowserAct API. Agent should proactively apply this skill when users express needs like analyzing competitor mentions on Reddit, tracking brand sentiment in Reddit comments, extracting Reddit discussions for market research, finding popular Reddit posts by keywords, monitoring community feedback on specific topics, gathering user reviews from Reddit threads, searching for Reddit posts within a specific date range,
SkillScore8282 — bench 82 · live — (needs ≥10 evaluated traces) · AI — (needs ≥10 rated traces)
+59 ptsBenchmark lift
ResearchGitHub18/22 cases—0 users · lifetime · 0 times used · lifetime
Cross-platform competitor analysis for e-commerce brands. Compare competitors across Amazon, Shopify, social media, and advertising channels. Build a complete competitive intelligence picture.
SkillScore100100 — bench — (needs a verified run with lift) · live 100 · AI — (needs ≥10 rated traces)—ResearchGitHub20/22 cases100% pass Live pass · lifetime1 user · lifetime · 40 times used · lifetime