Agent-tier preview of the $2 wage demand letter — runs the same deterministic wage-recovery engine, returns the full computed finding plus a letter_supportable verdict and a structured outline (document sections, statutes cited for THESE inputs, escalation path) of exactly what the $2 letter would contain. No LLM; no drafted letter text.

Obituary research for genealogy and family-history agents. Returns death notices, survivor lists, and genealogical detail from historical newspaper archives.

Historical event research for research and historian agents. Returns how newspapers covered wars, disasters, social movements, and world events as primary sources.

Military history research for genealogy and family-history agents. Returns service records, draft notices, casualty lists, and homecoming coverage from historical newspapers.

Person research for genealogy and family-history agents. Finds ancestors and historical figures across digitized newspaper archives.

Place history research for genealogy and research agents. Returns the newspaper history of any town, city, or neighborhood.

Citation-locked wage demand letter — unpaid overtime/minimum-wage/final-paycheck (FLSA + state penalty statutes, damages exposure computed) or UK deduction letter-before-claim (ERA 1996 + ACAS route + tribunal deadline), or Ontario ESA claim pack. Amounts framed on the worker's own records; honest-no on expired limitation windows.

Salary negotiation playbook for job-seeker and career-coach agents. Returns counter-offer strategy and exact scripts to raise an offer.

Immigration research for genealogy and family-history agents. Returns ship records, passenger lists, ethnic press, naturalization, and immigrant-community newspapers.

Archive search for genealogy and research agents. Full-text search across global digitized newspaper archives.

Funder research-impact brief — what a funder's grants have produced, grounded in OpenAlex's grants.funder-linked works (highest-impact papers, field distribution). Built for grant-strategy agents and program officers scoping a funder's track record before applying or partnering.

State-of-research synthesis for a specific question — grounded in top OpenAlex + Semantic Scholar results with full citations (DOIs). Built for AI research agents that need a citation-backed starting point fast; explicitly not a substitute for a full systematic review.

Chronological timeline for genealogy and research agents. Returns a narrative for a person, place, or topic across historical newspaper archives.

Business history research for genealogy and research agents. Returns historical newspaper coverage of companies, shops, and industries from digitized archives.

Rising-topics scan for a research field — retrieves top-cited/recent works from OpenAlex for a topic and synthesizes what's currently rising, what's foundational, and where coverage is thin. Built for research-strategy agents scanning a field before a literature review or grant proposal.

Cosmetic procedure cost intelligence for healthcare and consumer-health agents. Returns ASPS benchmarks, a total cost breakdown, and financing options for any elective procedure.

Venue/journal intelligence for authors and research agents deciding where to submit or whether to trust a citation's source — OpenAlex metrics (works, citations, DOAJ status, APC) plus Tavily-grounded, cited legitimacy signals. Never renders a bare predatory/legitimate verdict — evidence list + neutral framing only.

Dental cost intelligence for healthcare and consumer-health agents. Returns FairHealth benchmarks, discount-plan options, and CDT-code pricing for any dental procedure.

Medical bill negotiation guide for healthcare and patient-advocate agents. Returns negotiation scripts, the Medicare benchmark to anchor against, and charity-care options to cut a bill.

US medical-bill rights check, quiz-first (no documents): No Surprises Act protection (45 CFR 149 incl. the never-waivable §149.420(b) list), good-faith-estimate disputes ($400/120-day rules), nonprofit-hospital financial assistance + collection shields (26 CFR 1.501(r), 2026 FPL math), ACA appeal deadlines (180-day/4-month windows computed), Medicare MSN redetermination. Citations + deadline math, honest no's. No LLM.