4.3 KiB
name, description
| name | description |
|---|---|
| competitive-research | Scrape target + competitors for features, pricing, and market positioning. Produce structured comparison reports with pricing tables, feature matrices, and strategic recommendations. |
Competitive Research & Analysis
Systematic scraping and comparison of a target company against its competitors — features, pricing, positioning — producing a structured markdown report.
Triggers
- "Scrape X and competitors for features/pricing/market positioning"
- "Build a competitive comparison report for Y"
- "Analyze competitors in the Z space"
- "Produce a market landscape / competitive analysis"
- Any request to research a company + N named competitors and output a report
Workflow
Phase 1: Parallel Scrape (web_extract)
- Build the URL list: target homepage + ~8 competitor homepages.
- Scrape all homepages in a single
web_extractcall (up to 5 URLs per call). - In parallel, scrape pricing/product pages for target + competitors.
- Look for:
/pricing/,/features/,/plans/,/business/,/plansandpricing.html.
Key pitfall: Many enterprise VoIP/SaaS sites render pricing tables via JavaScript. web_extract will return page chrome but not the actual dollar figures. When you see truncated pricing pages with no numbers, move to Phase 2.
Phase 2: Fill JS-Rendered Gaps (web_search)
For each competitor where pricing didn't come through:
web_searchfor"[Company] pricing plans per user 2025 2026"- Use third-party aggregator pages (Nextiva blog pricing comparisons, Forbes Advisor, G2, Quo, Cloudtalk, etc.) — they extract and publish competitors' prices.
- Cross-reference 2-3 sources per competitor for accuracy.
Phase 3: Check Target Site Quality
Before investing in a full report, verify the target site is real:
- Browse the target with
web_extracton multiple subpages (/features/,/pricing/,/about/). - If pages return 404s or placeholder/Lorem Ipsum content, flag this prominently in the report. Don't fabricate data — report the actual state.
Phase 4: Compile the Report
Write the report to a markdown file. Use this structure:
- Target Current State Assessment — honest assessment of what the target actually has (or doesn't have)
- Side-by-Side Pricing Table — all providers, entry/mid/top/enterprise plans, target audience
- Pricing Visualization — ASCII chart showing where each competitor sits on price spectrum
- Feature Comparison Matrix — 15-20 features across all providers, with indicators for included/tiered/add-on/missing
- Market Positioning Map — ASCII chart + positioning summary table (Primary Positioning + Differentiator)
- Competitor Deep Dives — per competitor: tagline, pricing tiers, key features, notable clients, target market, compliance, strengths, weaknesses
- Key Findings & Strategic Recommendations — where the target could position, recommended pricing, MVP feature set, competitive threats, urgent actions
Phase 5: Flag Report as Subagent Output
The report is a synthesis of scraped + searched data. Label it clearly:
*Report generated by Hermes Agent subagent. All data current as of [DATE].*
No fabricated pricing, no invented testimonials. When data is unavailable, say so.
Pitfalls
- JS-rendered pricing: RingCentral, Dialpad, 8x8, and similar use React/Next.js with pricing behind JS. Don't waste time with the browser tool for these — go straight to
web_searchfor third-party pricing writeups. - Stub/placeholder sites: If the target has 404s, Lorem Ipsum, or stock WordPress themes, report it honestly. Don't pretend it's a real service.
- Browser tool failures: Chrome may fail to start in headless environments (missing dbus, missing display). Fall back to
web_extract+web_search. Don't retry the browser. - Parallel scraping limits:
web_extracttakes max 5 URLs per call. Batch independent URLs together. When pricing pages depend on homepage context, scrape homepages first, then pricing pages. - Source attribution: When using third-party pricing data (e.g., Nextiva's blog about RingCentral pricing), cite it as "per third-party analysis" rather than presenting it as primary source data.
Template
See templates/competitor-report.md for the full report skeleton.