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Scored across 53 tools
The descriptions work hard to separate overlapping tools, but with 53 tools there are several clusters where boundaries blur: local_pack vs maps vs local_finder vs business_listings, and ai_overview vs ai_mode vs ai_scraper vs ai_llm_response vs ai_sample. Keyword tools (search_volume, keyword_overview, keyword_suggestions, related_keywords, keywords_for_site, keyword_trends) are distinguishable in principle but easy to misselect without careful reading.
Names are consistently lower-case snake_case, and useful prefix families (ai_, keyword_, backlink_, geogrid_, apple_, bing_) make related tools easy to scan. The convention is mostly noun-first with a few verb-first names like get_balance and history_get, so it is predictable but not a strict verb_noun pattern.
At 53 tools the surface is far above the typical 3-15 range and is heavy even for a broad local SEO data platform. Many tools represent distinct paid data products, but the set is large enough that agents must navigate substantial overlap and pricing tiers before choosing correctly.
Coverage is very broad: SERP/local pack, Apple/Bing profiles, GBP data, reviews, citations, audits, geogrid ranking, keywords, backlinks, competitor ads, and AI visibility all have dedicated tools. Obvious remaining gaps are mostly adjacent lifecycle features such as scheduled monitoring, alerts, or write actions, which this read-only data API does not appear to target.