Market Pulse
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companieswiseofficial
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TDQS
Scored across 12 tools
Most tools have clearly distinct analytical purposes, and descriptions explicitly cross-reference alternatives (e.g. largest_areas vs rank_areas_against_great_britain, breakdown_by_industry vs largest_industries). The main overlap is among the counting tools: count_incorporations_still_live, count_companies_live_now, and registrations_against_closures address similar-sounding company counts but differ in period and live/dissolved treatment.
All names are snake_case and mostly follow a verb_noun or action-object pattern (find_sic, find_area, count_*, compare_*, rank_*). A few are noun phrases rather than actions (breakdown_by_industry, registrations_against_closures, largest_areas, one_year_survival), but the overall convention remains readable and predictable.
Twelve tools is well scoped for a focused market-intelligence server covering lookups, counts, comparisons, rankings, and survival analysis. Each tool appears to earn its place without obvious redundancy.
The surface covers the core workflow well: finding SIC codes and areas, counting live/registered/dissolved companies, comparing areas and industries, ranking hotspots, and survival analysis. Minor gaps remain around explicit time-series exploration and custom multi-area or multi-industry comparisons, but agents can work around them using the existing comparison tools.