insure.spot/insurance-research

repo:https://github.com/claritylabs-inc/insurance-research-expert-by-spot

Commercial insurance research: provider comparisons, pricing, and fit guidance.

transport:: remote
credential class:: self-provisionable
repo:: https://github.com/claritylabs-inc/insurance-research-expert-by-spot

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Tools

ask_spot
Generate a bounded answer from retrieved public evidence. Every readable factual statement is copied from validated evidence and linked to its source.
shallow
compare_providers
Retrieve a published, sourced provider comparison. Provider aliases and reversed ordering resolve to the one canonical comparison. Optional need runs a bounded editorial judgment over that page only; it does not invent a ranking or a purchase recommendation.
shallow
get_page
Retrieve one registered public page by canonical path, including provider profiles, comparisons, reliability assessments, rankings, and methodology. Drafts, guides, submissions, and unknown paths are unavailable.
shallow
get_provider_reviews
Resolve a provider name, alias, or slug and retrieve its published review summary, Review Score contributors, original source metrics, qualifications, and full Markdown with citations. Unpublished or unavailable review records return found:false.
shallow
get_provider_score
Retrieve a published reliability assessment and Spot Score for one provider. Provider aliases resolve to the canonical assessment. This is an editorial score for a stated role and scope, not an AM Best rating or a recommendation. Optional need runs a bounded editorial judgment over that assessment only.
shallow
get_rankings
Retrieve the current published Spot Score rankings. Broker scores and Carrier & MGA scores are ranked separately and cannot be compared across rubrics. Partial scores and unrated assessments keep their qualifications. Optional need runs a bounded editorial judgment over the published tables only.
shallow
search_knowledge
Search published Spot pages, provider profiles, comparisons, Spot Scores, rankings, and rating methodology with deterministic lexical retrieval.
shallow
search_provider_reliability
Search published Reliability Score assessments by query, status, and score range, and sort by name or displayed score. rubric=all sorts and filters by the combined score (the average of the Broker and Carrier & MGA scores, or the one a provider has).
shallow
search_provider_reviews
Search published provider reviews by query, Review Score range, and rating availability; sort alphabetically or by displayed Review Score. Scores equally weight eligible source ratings on a 10-point scale and use an approximate academic conversion for BBB grades. Use get_provider_reviews for source-level evidence.
shallow

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