io.github.CleanDev-Fix/shortlistlens

name:io.github.cleandev-fix/shortlistlens

Structured website and review evidence for AI-assisted local-business shortlisting.

transport:: remote
credential class:: self-provisionable

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Tools

compare_shortlist_candidates
Compare two to six businesses after the user has gathered website and review scores. Calculates a transparent shortlist score using 60% review trust and 40% website evaluability.
shallow
generate_paid_scope
Turn a ShortlistLens result into a concise fixed-scope implementation brief for a Buyer-Readiness Scorecard or a 72-hour AI Buyer-Readiness Sprint.
shallow
inspect_website
Fetch a public business website page and return structured, accessible facts for a buyer-readiness review. It only examines the supplied public URL and does not scrape review platforms or private systems.
shallow
organize_review_evidence
Organize user-supplied public review excerpts into transparent positive, risk, owner-response, and corrective-action signals. The tool does not fetch reviews itself and does not adjudicate any claim.
shallow
score_website_evaluability
Inspect a public business website and score how easily a buyer can identify the business, understand a target service, verify proof, and take the next step. Returns an explainable 0–100 rubric and priorities.
shallow

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