Expert Witness Finder, US and Australia avatar

Expert Witness Finder, US and Australia

Pricing

from $4.00 / 1,000 expert records

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Expert Witness Finder, US and Australia

Expert Witness Finder, US and Australia

Expert witness and medico-legal records from 18 public US and Australian sources, deduped to one record per person.

Pricing

from $4.00 / 1,000 expert records

Rating

0.0

(0)

Developer

Mamba Labs

Mamba Labs

Maintained by Community

Actor stats

0

Bookmarked

2

Total users

1

Monthly active users

5 hours ago

Last modified

Features

Limited permissions

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Pull expert witness and medico-legal directory records from United States and Australian sources into one deduped list. Each person gets one record, however many directories list them, with specialties mapped to one shared taxonomy and a published email only where a source prints one.

Coverage today: United States and Australia

  • The actor returns records for the United States and Australia only. It reads 18 sources: 7 in the US and 11 in Australia, counting ABIME once in the US.
  • ABIME lists experts in several countries. The actor reads every ABIME listing and returns only its US and Australian records.
  • UK and Canadian records are not offered. A country value other than US or AU stops the run with an error, and no UK or Canadian record is ever written to the dataset.
  • The table below lists every US and Australian source with its status. "Implemented" sources parse live. "Planned (stub)" sources are recorded but not read yet. "Not covered" sources sit behind a bot challenge or a robots.txt block, and the actor does not read them.

What it does

  • Reads open directory pages, sitemaps, JSON endpoints, and PDFs.
  • Filters by specialty, state, country, and source.
  • Merges the same person across directories. A doctor on six panels comes back as one record with six sources.
  • Maps every source's own specialty tags to one taxonomy, so "Forensic Psychiatry" and "Psychiatrist, general adult" filter together.
  • Keeps records between runs in a named key-value store in your account. In feed mode a run returns only the experts that are new, changed, or removed since the last run.
  • Optionally checks US physicians and psychologists against the free NPPES monthly file and adds the NPI.

Sources and their terms

Read this table before you use the data. It gives the terms posture of every source as each source published it when the actor was built. Several sources publish terms that restrict automated collection, reproduction, commercial use, or soliciting the people they list. The actor reports the terms; it does not decide for you. Make your own call for your use case, and take legal advice where it matters.

SourceCountryAccessTerms postureRestrictsrobots.txtEmail on pageProfilesStatus
ABIME business directoryUS, AUOpen (static-html)none found; /terms-of-use/ returns 404none foundUser-agent: * Disallow: /wp-admin/some988 measured (112 Australia region)Implemented
LA Superior Court psychiatrist and psychologist panels (3 PDFs)USOpen (pdf)nonenone foundlacourt.org/robots.txt redirects to lacourt.ca.gov/robots.txt, which returned an empty body (measured 2026-09-30); the blob host has noneyes164 names and 175 emails measured (criminal panel, updated 2026-08-03)Implemented
SF Bar Register of ExpertsUSOpen (static-html)none found (disclaimer and terms pages checked)none foundrobots.txt returns 200 with an empty body, nothing disallowed (measured 2026-09-30)yes76 measured 2026-09-30; "over 600" claimed, staleImplemented
Contra Costa County Bar experts directoryUSOpen (static-html)none foundnone foundDisallow: /temp/ and quicksearch and Cloudflare challenge paths; Crawl-delay: 5 (measured 2026-09-30)yes17 measuredImplemented
Illinois State Bar expert directoryUSOpen (static-html)none foundnone founddisallows named crawlers (Baiduspider, Yandex, and others) only; the User-agent: * groups are commented out or empty (measured 2026-09-30)yes37 category pages measured; 30 to 60 listings estimatedImplemented
Louisiana State Bar expert directory PDFUSOpen (pdf)none foundnone foundrobots.txt returns a 404 page, so nothing is disallowed (measured 2026-09-30)yesabout 27 advertisers, 20 emails measuredImplemented
AAIMCO member directory (insurance consultants)USOpen (static-html)not locatednone foundYoast default: User-agent: * with an empty Disallow (measured 2026-09-30)yes70 measuredImplemented
LACBA expert4lawUSOpen (static-html)LACBA disclaimer and proprietary notice bars reproductionreproductionnone seenyes"more than 1,000" claimedPlanned (stub)
LexvisioUSOpen (static-html)none explicitnone foundnot restrictiveno2,153 measuredPlanned (stub)
Law.com Experts (ALM)USOpen (static-html)none explicitnone foundrecorded by the recon, not restrictive for expert pagesno"15,000+" claimedPlanned (stub)
ExpertPagesUSDisallowed by robots.txt (static-html)bars republishingreproduction, automationUser-agent: * Disallow: / (only named search engines allowed)no460 measuredNot covered: robots.txt disallows all non-search crawlers and no profile shows an email
JurisProUSOpen (static-html)Terms ban unauthorized scraping and separately ban soliciting listed experts by email, phone, text, or fax for other directories, referral services, or similar marketingautomation, solicitationnot restrictiveno1,962 measuredPlanned (stub)
Experts.comUSOpen (static-html)Terms bar use by scripts, machines, or automated services, and bar using information from the site for uninvited solicitationsautomation, solicitationrecorded by the reconyes748 measuredPlanned (stub)
TrialSmith expert index (names only)USOpen (static-html)Terms and Conditions bar reproductionreproductionrecorded by the reconno233,953 name pages measuredNot covered: name and deposition count only, many common-name collisions; kept as a possible verification join, not a record source
SEAK expert witness directoryUSBlocked by bot defense (cloudflare)no terms page locatednone foundallows /members/unknown"over 2,000" claimedNot covered: Cloudflare challenge; no bypass without a separate decision (work order decision 4); Aaron declined a bypass on 2026-09-30
Expert InstituteUSBlocked by bot defense (cloudflare)not reachednone foundnot reachedunknown"1+ million" claimedNot covered: Cloudflare challenge; no bypass without a separate decision (work order decision 4); profiles are auto-generated from public sources
American Academy of Psychiatry and the LawUSBlocked by bot defense (cloudflare)not reachednone foundnot reached (Cloudflare 403 on robots.txt)unknownnot measuredNot covered: Cloudflare challenge; no bypass without a separate decision (work order decision 4)
MedilawAUOpen (static-html)none found in the sitemapnone foundrobots.txt returns HTTP 200 with an empty body (measured 2026-09-30)panel-only214 measured 2026-09-30Implemented
Lex MedicusAUOpen (static-html)not locatednone foundDisallow: /wp-admin/ and /?html2pdf=* (measured 2026-09-30)panel-only184 measured 2026-09-30Implemented
Australian Specialist HubAUOpen (static-html)not locatednone foundUser-agent: * Disallow: (everything allowed) (measured 2026-09-30)panel-only294 measured 2026-09-30Implemented
Medico Legal SpecialistsAUOpen (static-html)not locatednone foundUser-agent: * Disallow: (everything allowed) (measured 2026-09-30)panel-only143 measured 2026-09-30Implemented
Index MedicolegalAUOpen (static-html)not locatednone foundUser-agent: * Disallow: (allow all) (measured 2026-09-30)panel-only110 measured 2026-09-30Implemented
Themis Medico-LegalAUOpen (static-html)Terms s.4.3: "You must not copy, reproduce, modify, distribute, display, or exploit any content without our prior written consent."reproduction, commercial-useDisallow: /wp-admin/ (measured 2026-09-30)panel-only82 measuredImplemented
IntegrityMLAUOpen (json-api)Disclaimer: no part "may be reproduced without the specific written permission ... except with appropriate attribution"reproductionUser-agent: * Disallow: (everything allowed; measured 2026-09-30)panel-only57 measuredImplemented
VERIFY Medico-Legal SolutionsAUOpen (static-html)no scraping, automation, or reproduction clause foundnone foundDisallow: /wp-admin/ (measured 2026-09-30)panel-only25 measuredImplemented
LIME MedicolegalAUOpen (static-html)no scraping or reproduction clause foundnone foundsitemap line only (measured 2026-09-30)panel-only25 measuredImplemented
Medicolegal Assessments Group directory PDFAUOpen (pdf)none foundnone foundblocks named downloaders (HTTrack, EmailCollector, and others) with Disallow: /; no User-agent: * group (measured 2026-09-30)noabout 486 measured by the reconImplemented
WorkCover WA approved medical specialistsAUOpen (json-api)none foundnone foundrecorded by the recon, not restrictiveno310 measured 2026-09-30 (88 psychiatrists)Implemented
Specialists Medicolegal AustraliaAUOpen (static-html)not locatednone foundDisallow: (allow all)panel-only28 measuredPlanned (stub)
Medibytes LegalAUOpen (static-html)Website terms PDF: "You must not conduct any systematic or automated data collection activities (including without limitation scraping, data mining, data extraction and data harvesting)"; also bars commercial exploitationautomation, commercial-useDisallow: /wp-admin/panel-only22 measuredPlanned (stub)
NSW Personal Injury Commission medical assessorsAUOpen (static-html)none foundnone foundrecorded by the reconnoabout 180 measuredPlanned (stub)
RANZCP Find a Psychiatrist (yourhealthinmind.org)AUOpen (js)not checked by the reconnone foundUser-agent: * with sitemap only (no disallow)somenot measuredPlanned (stub)
SIRA NSW permanent impairment assessorsAUBlocked by bot defense (cloudflare)public government datanone foundnot reachedunknownnot measuredNot covered: Cloudflare challenge; no bypass without a separate decision (work order decision 4); manual route for Proofed's own list
WorkSafe Queensland register of permanent impairment trained assessorsAUBlocked by bot defense (cloudflare)public government datanone foundnot reachedunknownnot measuredNot covered: Cloudflare challenge; no bypass without a separate decision (work order decision 4); manual route for Proofed's own list
WorkSafe Tasmania accredited medical practitionersAUBlocked by bot defense (cloudflare)site requires accepting terms before the list is shownnone foundnot reachedunknownnot measuredNot covered: Cloudflare challenge; no bypass without a separate decision (work order decision 4); manual route for Proofed's own list

Sources whose terms restrict commercial use, solicitation, automation, or reproduction

  • Themis Medico-Legal: reproduction, commercial-use. Terms s.4.3: "You must not copy, reproduce, modify, distribute, display, or exploit any content without our prior written consent."
  • IntegrityML: reproduction. Disclaimer: no part "may be reproduced without the specific written permission ... except with appropriate attribution"
  • LACBA expert4law: reproduction. LACBA disclaimer and proprietary notice bars reproduction
  • ExpertPages: reproduction, automation. bars republishing
  • JurisPro: automation, solicitation. Terms ban unauthorized scraping and separately ban soliciting listed experts by email, phone, text, or fax for other directories, referral services, or similar marketing
  • Experts.com: automation, solicitation. Terms bar use by scripts, machines, or automated services, and bar using information from the site for uninvited solicitations
  • TrialSmith expert index (names only): reproduction. Terms and Conditions bar reproduction
  • Medibytes Legal: automation, commercial-use. Website terms PDF: "You must not conduct any systematic or automated data collection activities (including without limitation scraping, data mining, data extraction and data harvesting)"; also bars commercial exploitation

Sources marked "Blocked by bot defense" sit behind a Cloudflare challenge. This actor does not attempt to bypass bot challenges.

Input

FieldWhat it does
specialtyTaxonomy codes. A parent code matches its children.
regionState or region as the source prints it.
countryUS, AU, or both. Empty returns both.
sourcesDirectories to read. Empty reads every implemented US and Australian source.
modelist returns every matching expert. feed returns only new, changed, returned, and removed experts since the last run on the same persistent store.
verifyNppesChecks US records against the NPPES monthly file. Default off.
maxItemsCaps output rows, and so caps what a run can charge. Default 100; 0 means no cap.
persistStoreNameNamed key-value store that keeps records between runs. Default expert-witness-directory-store. Reuse it for feed mode.
max_charge_usdYour own spend cap for the run, in USD. The actor writes no row whose worst case cost would cross it. Empty means no cap of your own.

Example input, the San Francisco Bar register in list mode:

{
"sources": ["sfbar"],
"mode": "list",
"maxItems": 10
}

Output

One row per deduplicated person per run. A person on three directories is one row with three entries in sources. Every row carries the same 36 fields, with null rather than a missing key. The Output tab shows the overview view; the full row is in the dataset.

Main fields: name, post_nominals, specialty_raw, specialty_mapped, jurisdiction, country, firm, practice_site, published_email, email_source, email_type, phone, listing_url, sources, consent_basis, consent_status, npi, nppes_status, change_type.

Identity and provenance fields: expert_id (stable ID), identity_key, first_name, last_name, source (the first sighting), content_hash, first_seen, last_seen, updated_at, consent_reviewed_at, consent_reviewed_by, matched_via (the merge rule that joined this sighting), row_source, and row_listing_url (the source and listing this row was read from on this run).

Run fields, the same on every Mamba Labs actor: row_status (ok on every row this actor writes; a source that fails is reported in the RUN_SUMMARY record, not as a row), error_reason (null), and billable_events_json, the events charged for that row, so a run reconciles from the dataset alone.

The actor never guesses an email. published_email is empty unless a source page printed an address.

Change feed

  • A record is changed only when its content changes: name, post-nominals, specialty, jurisdiction, country, firm, practice site, email, or phone. A new sitemap date or a new directory that adds nothing is not a change.
  • A listing is removed after 2 complete, unfiltered runs do not find it. So removals can first appear on the third run for the same store. A run capped by maxItems, narrowed by a filter, or hit by a fetch error never removes anything.
  • A removed row is emitted only when the person has no listing left on any source.

NPPES check

With verifyNppes on, each US record is matched to the NPPES file on last name, first name, and state, and confirmed by specialty. Only a single match counts as verified. More than one is ambiguous. NPPES carries no email, so the check never adds one. The extract covers physicians and psychologists from the newest monthly file (September 2026 when this was written).

Pricing

Pay per event. Every run is charged Apify's synthetic apify-actor-start event (below); every other event is charged only for rows written to the dataset. The run stops at the maximum cost per run you set in Apify: it writes every row already charged and charges nothing more. There is no free plan monthly cap on this actor: free and paid Apify plans run it at the same event prices.

EventPriceCharged when
expert-record (base record)4.00 USD per 1,000One deduplicated expert row in list mode.
expert-record (change feed row)4.00 USD per 1,000, the base record rateOne new, changed, returned, or removed row in feed mode. Unchanged experts are not emitted in feed mode and cost nothing.
email-found10.00 USD per 1,000The row carries a published email. Removed rows never charge it.
npi-verified2.00 USD per 1,000A US row checked against NPPES, with verifyNppes on.

The Actor start event is 0.00005 USD, charged by Apify once per run for each GB of memory.

Two columns are set when a record is first stored and are never recomputed at send time.

  • consent_basis comes from the country: US-CAN-SPAM for a US record and AU-SPAM-ACT-inferred for an Australian record.
  • consent_status is unreviewed, approved, or blocked, and starts as unreviewed. The actor never approves anything. You review segments and flip them yourself.

These columns are a starting label for your own review, not legal advice.

How duplicates merge

  1. The same personal email merges two listings, when the last names agree. A shared inbox such as reception@ never merges people.
  2. The same name plus the same phone merges.
  3. The same name plus the same practice website merges.
  4. The same name plus the same country plus the same specialty family merges, for panels that print only a name, a specialty, and a state. It never merges when the two carry different personal emails or websites, never on an initial-only first name, and once two different people are known to share it, it merges nobody.

Names fold common nicknames first, so Bob Smith and Robert Smith compare as one name. A name alone never merges, because common names belong to different people.

Limitations

  • ABIME prints no country or region in its sitemap, so the actor reads every listing page and keeps the US and Australian records after. Expect about 988 page reads for a full ABIME pass at one request per 2 seconds per host.
  • Australian panel sources print the panel's contact details, not the doctor's, so those records carry a name, specialty, and state but no email.
  • Nickname folding covers common English short forms only. A name printed with a different spelling on two sources can still come back as two people.

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