{"id":54267,"date":"2026-02-01T12:50:47","date_gmt":"2026-02-01T18:50:47","guid":{"rendered":"https:\/\/heartbeat.ai\/healthcare\/how-to-evaluate-provider-contact-data-vendors\/"},"modified":"2026-08-29T07:05:04","modified_gmt":"2026-08-29T12:05:04","slug":"how-to-evaluate-provider-contact-data-vendors","status":"publish","type":"post","link":"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/","title":{"rendered":"How to Evaluate Provider Contact Data Vendors (Scorecard + 2-Week Pilot Plan)"},"content":{"rendered":"<p class=\"article-last-updated\"><strong>Last updated:<\/strong> August 29, 2026<\/p>\n<p><img decoding=\"async\" loading=\"false\" class=\"aligncenter\" src=\"http:\/\/hc.heartbeat.ai\/wp-content\/webp-express\/webp-images\/uploads\/2026\/02\/how-to-evaluate-provider-contact-data-vendors-67a61af6.png.webp\" alt=\"54266\" \/><\/p>\n<p><strong>Ben Argeband, Founder &amp; CEO of Heartbeat.ai<\/strong> \u2014 a recruiter&#8217;s take on how to not get burned again by a data vendor.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\r\n<div class=\"ez-toc-title-container\">\r\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">What\u2019s on this page:<\/p>\r\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\r\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Who_this_is_for\" >Who this is for<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Quick_answer\" >Quick answer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Framework_proof_then_workflow_then_outcomes\" >Framework: proof, then workflow, then outcomes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Diagnostic_table\" >Diagnostic table<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Step-by-step_method\" >Step-by-step method<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Step_1_Lock_your_use_case\" >Step 1: Lock your use case<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Step_2_Use_the_same_demo_questions_for_every_vendor\" >Step 2: Use the same demo questions for every vendor<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Step_3_Force_definitions_especially_around_%E2%80%9Cverified%E2%80%9D\" >Step 3: Force definitions, especially around &#8220;verified&#8221;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Step_4_Validate_identity_resolution\" >Step 4: Validate identity resolution<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Step_5_Run_a_2-week_pilot_that_measures_outcomes_not_vibes\" >Step 5: Run a 2-week pilot that measures outcomes, not vibes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Pilot_results_table_template\" >Pilot results table template<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Step_6_Demand_workflow_fit\" >Step 6: Demand workflow fit<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Weighted_checklist\" >Weighted checklist<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Common_pitfalls\" >Common pitfalls<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Buying_a_big_database_instead_of_usable_reach\" >Buying a big database instead of usable reach<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Letting_the_vendor_define_success\" >Letting the vendor define success<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Ignoring_suppression_until_its_a_problem\" >Ignoring suppression until it&#8217;s a problem<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Skipping_the_workflow_friction_test\" >Skipping the workflow friction test<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Confusing_line_type_with_reachability\" >Confusing line type with reachability<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#How_to_improve_results\" >How to improve results<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Metric_definitions_to_use_consistently\" >Metric definitions to use consistently<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#A_2-week_pilot_you_can_actually_run\" >A 2-week pilot you can actually run<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#What_to_save_in_your_decision_memo\" >What to save in your decision memo<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Operational_upgrades_that_usually_move_the_needle\" >Operational upgrades that usually move the needle<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Outreach_templates\" >Outreach templates<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Call_opener_direct-to-clinician\" >Call opener (direct-to-clinician)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Gatekeeper_script_office_line\" >Gatekeeper script (office line)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Email_1_deliverability-safe_short\" >Email 1 (deliverability-safe, short)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Email_2_value_plus_opt-out_clarity\" >Email 2 (value plus opt-out clarity)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Legal_and_ethical_use\" >Legal and ethical use<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Evidence_and_trust_notes\" >Evidence and trust notes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#FAQs\" >FAQs<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#What_should_I_ask_in_a_demo\" >What should I ask in a demo?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#How_do_I_run_a_fair_2-week_pilot_between_vendors\" >How do I run a fair 2-week pilot between vendors?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#What_metrics_matter_most_for_recruiting_outreach\" >What metrics matter most for recruiting outreach?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#How_do_I_avoid_buying_stale_data\" >How do I avoid buying stale data?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Can_I_evaluate_vendors_without_risking_my_email_domain\" >Can I evaluate vendors without risking my email domain?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#Next_steps\" >Next steps<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"http:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/#About_the_author\" >About the author<\/a><\/li><\/ul><\/nav><\/div>\r\n<h2><span class=\"ez-toc-section\" id=\"Who_this_is_for\"><\/span>Who this is for<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>If you lead recruiting and you&#8217;re buying contact data to move clinicians from &#8220;sourced&#8221; to &#8220;submitted,&#8221; this is for you: recruiting leaders, physician recruiters, and ops owners who need fast connectability, clean deliverability, and a workflow that doesn&#8217;t break your ATS or CRM.<\/p>\n<p>This is a neutral buyer guide you can share internally. It includes a copy\/paste scorecard, a demo question set, and a 2-week pilot plan you can run without guessing.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Quick_answer\"><\/span>Quick answer<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<dl>\n<dt>Core answer<\/dt>\n<dd>Evaluate provider contact data vendors by scoring proof of verification, workflow fit, and pilot outcomes using consistent connect and deliverability metrics across the same cohort.<\/dd>\n<dt>Key insight<\/dt>\n<dd>A large database is not the same as reach. Require definitions, proof of refresh cadence, and evidence the data works in your exact outreach workflow before you sign.<\/dd>\n<dt>Best for<\/dt>\n<dd>Recruiting leaders buying provider contact data.<\/dd>\n<\/dl>\n<blockquote>\n<p><strong>Compliance &amp; safety<\/strong><\/p>\n<p>This method is for legitimate recruiting outreach only. Always respect candidate privacy, opt-out requests, and local data laws. Heartbeat does not provide medical or legal advice.<\/p>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"Framework_proof_then_workflow_then_outcomes\"><\/span>Framework: proof, then workflow, then outcomes<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Most vendor evaluations fail because they start with volume (&#8220;how many records?&#8221;) instead of operational truth (&#8220;will my team reach the right clinicians this week without burning our domain or wasting dials?&#8221;). Use this sequence instead:<\/p>\n<ul>\n<li><strong>Proof<\/strong>: What is the vendor actually verifying, how often, and how do they show it?<\/li>\n<li><strong>Workflow<\/strong>: Can your team use it inside your current stack and process \u2014 ATS\/CRM, enrichment, dialer, email, suppression?<\/li>\n<li><strong>Outcomes<\/strong>: In a short pilot, does it improve connect rate and deliverability rate enough to justify cost and effort?<\/li>\n<\/ul>\n<p>The underlying trade-off is that vendors can optimize for breadth (more records) or reliability (more verified, usable records). A good scorecard forces that choice into the open instead of letting a sales deck paper over it.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Diagnostic_table\"><\/span>Diagnostic table<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Copy this table into a doc and use it live during demos. It&#8217;s built to surface &#8220;big database&#8221; hand-waving and force definitions, proof, and workflow fit.<\/p>\n<div class=\"table-scroll\" style=\"overflow:auto;-webkit-overflow-scrolling:touch;width:100%\">\n<table class=\"separated-content\">\n<thead>\n<tr>\n<th>Category<\/th>\n<th>What to ask (demo prompt)<\/th>\n<th>What good looks like (evidence)<\/th>\n<th>Red flags<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Coverage definition<\/strong><\/td>\n<td>&#8220;Define a &#8216;provider record&#8217; in your system. Is it tied to <strong>NPI<\/strong> and <strong>license matching<\/strong>?&#8221;<\/td>\n<td>Clear definition; NPI-based identity; license matching logic explained; duplicates handled.<\/td>\n<td>Counts include students or retired providers; no NPI linkage; vague &#8220;profile&#8221; definition.<\/td>\n<\/tr>\n<tr>\n<td><strong>Verification method<\/strong><\/td>\n<td>&#8220;Show how you verify mobile vs office vs personal. What is <strong>line tested<\/strong>?&#8221;<\/td>\n<td>Explains line type detection; shows recent verification events; distinguishes direct vs switchboard.<\/td>\n<td>&#8220;We validate&#8221; with no method; can&#8217;t show verification artifacts.<\/td>\n<\/tr>\n<tr>\n<td><strong>Email quality<\/strong><\/td>\n<td>&#8220;What does <strong>deliverability tested<\/strong> mean here \u2014 syntax\/MX checks vs ongoing bounce suppression? How do you suppress hard bounces?&#8221;<\/td>\n<td>Explains deliverability testing approach; suppresses hard bounces; export includes status fields; states clearly this is not proof of inbox placement.<\/td>\n<td>Only syntax checks; no suppression; implies inbox placement guarantees; encourages blasting.<\/td>\n<\/tr>\n<tr>\n<td><strong>Refresh cadence<\/strong><\/td>\n<td>&#8220;What is your <strong>refresh cadence<\/strong> by field \u2014 phone, email, employer, specialty \u2014 and do you provide timestamps?&#8221;<\/td>\n<td>Field-level cadence; shows last-seen\/last-verified timestamps; explains decay management.<\/td>\n<td>One generic cadence for everything; no timestamps; &#8220;updated regularly.&#8221;<\/td>\n<\/tr>\n<tr>\n<td><strong>Suppression &amp; opt-out<\/strong><\/td>\n<td>&#8220;How do you handle opt-outs and do-not-contact across exports and API?&#8221;<\/td>\n<td>Central suppression list; export\/API respects suppression; audit trail.<\/td>\n<td>Opt-out is &#8220;your problem&#8221;; suppression not enforced.<\/td>\n<\/tr>\n<tr>\n<td><strong>Workflow integrations<\/strong><\/td>\n<td>&#8220;Show your <strong>API<\/strong> and how you connect via <strong>Zapier<\/strong> or <strong>Make<\/strong>.&#8221;<\/td>\n<td>Documented API; stable identifiers; Zapier\/Make recipes; rate limits and retries explained.<\/td>\n<td>CSV-only; brittle IDs; no automation path.<\/td>\n<\/tr>\n<tr>\n<td><strong>Healthcare-only focus<\/strong><\/td>\n<td>&#8220;Are you <strong>healthcare-only<\/strong>? If not, how do you prevent cross-industry noise?&#8221;<\/td>\n<td>Healthcare-only dataset or clear healthcare partitioning; specialty taxonomy; facility mapping.<\/td>\n<td>General B2B database with a &#8220;healthcare filter.&#8221;<\/td>\n<\/tr>\n<tr>\n<td><strong>Proof pack export<\/strong><\/td>\n<td>&#8220;Provide a sample export for the NPIs I choose, with verification metadata.&#8221;<\/td>\n<td>Sample includes NPI, license match, line type, last verified, email status, suppression flags.<\/td>\n<td>Sample is just name, phone, and email with no metadata.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><strong>Minimum export schema (copy\/paste requirement):<\/strong><\/p>\n<ul>\n<li>Stable person identifier (NPI where applicable)<\/li>\n<li>License matching status and license state(s)<\/li>\n<li>Phone fields: number, line type, line tested flag, last verified timestamp<\/li>\n<li>Email fields: address, deliverability tested flag\/status, last verified timestamp<\/li>\n<li>Refresh cadence fields (or last refresh timestamps) by phone\/email<\/li>\n<li>Suppression\/opt-out flag(s) that flow through export and API<\/li>\n<\/ul>\n<p><strong>The uniqueness test:<\/strong> require every vendor to deliver the same one-page &#8220;proof pack&#8221; export \u2014 same columns, same NPIs you choose. If a vendor can&#8217;t produce it, you don&#8217;t have comparable inputs, and you can&#8217;t make a fair decision.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Step-by-step_method\"><\/span>Step-by-step method<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Step_1_Lock_your_use_case\"><\/span>Step 1: Lock your use case<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Write down the exact workflow you&#8217;re buying for. A few examples:<\/p>\n<ul>\n<li>Outbound calling to reach passive physicians during clinic hours \u2014 you need direct dials and clear line type.<\/li>\n<li>Email-first outreach for employed APPs \u2014 you need deliverability-tested emails and suppression.<\/li>\n<li>Multi-touch sequences \u2014 you need stable IDs, refresh cadence, and API or Zapier\/Make automation.<\/li>\n<\/ul>\n<p>Also define your &#8220;unit of value&#8221;: a connected call, a reply, or a qualified screen. If you don&#8217;t define this up front, the vendor will default to talking about record counts.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Step_2_Use_the_same_demo_questions_for_every_vendor\"><\/span>Step 2: Use the same demo questions for every vendor<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>&#8220;Define &#8216;verified&#8217; for phone and email. What event changes the status?&#8221;<\/li>\n<li>&#8220;Show me a record with line tested metadata and the last verified timestamp.&#8221;<\/li>\n<li>&#8220;Show me a record with deliverability tested metadata and how you suppress hard bounces.&#8221;<\/li>\n<li>&#8220;What is your refresh cadence by field, and where do I see it in the export or API?&#8221;<\/li>\n<li>&#8220;How do you do license matching and handle duplicates or name changes?&#8221;<\/li>\n<li>&#8220;Do you key identity to NPI where applicable? If not, what&#8217;s the stable identifier?&#8221;<\/li>\n<li>&#8220;How do opt-outs and do-not-contact flow through exports and the API?&#8221;<\/li>\n<li>&#8220;Show your Zapier or Make options for enrichment at the moment of need.&#8221;<\/li>\n<li>&#8220;What does &#8216;healthcare-only&#8217; mean in your product? How do you prevent non-clinician noise?&#8221;<\/li>\n<li>&#8220;Can you produce a proof pack export with the minimum schema listed above?&#8221;<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Step_3_Force_definitions_especially_around_%E2%80%9Cverified%E2%80%9D\"><\/span>Step 3: Force definitions, especially around &#8220;verified&#8221;<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Ask the vendor to define these terms in plain language and in export fields:<\/p>\n<ul>\n<li><strong>Verified phone<\/strong>: what exactly happened to mark it verified, and when? Is it line tested?<\/li>\n<li><strong>Deliverability tested email<\/strong>: is it only syntax\/MX checks, or do they manage bounce suppression and risk? This is not the same as inbox placement.<\/li>\n<li><strong>Refresh cadence<\/strong>: how often is each field re-checked, and can you see timestamps?<\/li>\n<\/ul>\n<p>Require the definitions to map to columns you can store in your ATS\/CRM or at least a staging table. If it&#8217;s not in the data, it isn&#8217;t real operationally.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Step_4_Validate_identity_resolution\"><\/span>Step 4: Validate identity resolution<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>In healthcare recruiting, identity mistakes are expensive \u2014 wrong specialty, wrong state, wrong clinician. Require:<\/p>\n<ul>\n<li>NPI as a primary identifier where applicable.<\/li>\n<li>License matching logic explaining how they reconcile name changes, multiple states, and duplicates.<\/li>\n<li>Clear handling of multiple practice locations and multiple phone numbers.<\/li>\n<\/ul>\n<p>Operationally, store NPI as the primary key where applicable and treat phones\/emails as time-stamped attributes so refresh cadence and last-verified dates don&#8217;t get lost during import.<\/p>\n<p>Ask for a walk-through of one tricky example: a clinician with multiple locations and a group practice switchboard. You&#8217;re looking for how they prevent &#8220;looks right&#8221; data from wasting recruiter time.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Step_5_Run_a_2-week_pilot_that_measures_outcomes_not_vibes\"><\/span>Step 5: Run a 2-week pilot that measures outcomes, not vibes<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Run a 2-week pilot where each vendor gets the same target list and the same outreach rules. Keep it simple and auditable.<\/p>\n<ol>\n<li><strong>Pick a cohort<\/strong>: a few hundred NPIs (or your equivalent) from roles you actively recruit. Use the same cohort for every vendor.<\/li>\n<li><strong>Split fairly<\/strong>: randomly assign records to Vendor A vs Vendor B, or run sequentially with the same team and script.<\/li>\n<li><strong>Standardize outreach<\/strong>: same dial attempts per record, same call windows, same email domain, same sequence length.<\/li>\n<li><strong>Track suppression<\/strong>: honor opt-outs and do-not-contact across both vendors during the pilot.<\/li>\n<li><strong>Log outcomes<\/strong>: capture connected calls, human answers, delivered emails, bounces, and replies by vendor source.<\/li>\n<\/ol>\n<p>Measure this using outcomes per 100 dials and per 100 delivered emails \u2014 not total records returned.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Pilot_results_table_template\"><\/span>Pilot results table template<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"table-scroll\" style=\"overflow:auto;-webkit-overflow-scrolling:touch;width:100%\">\n<table class=\"separated-content\">\n<thead>\n<tr>\n<th>Vendor<\/th>\n<th>Total dials<\/th>\n<th>Connected calls<\/th>\n<th>Human answers<\/th>\n<th>Emails sent<\/th>\n<th>Delivered emails<\/th>\n<th>Bounced emails<\/th>\n<th>Replies<\/th>\n<th>Notes (wrong numbers, gatekeeper routing, opt-outs)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Vendor A<\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td>Vendor B<\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"Step_6_Demand_workflow_fit\"><\/span>Step 6: Demand workflow fit<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Even good data fails if it can&#8217;t flow into your system without manual chaos. In the demo, ask them to show:<\/p>\n<ul>\n<li>API endpoints for lookup\/enrichment and how they handle rate limits and retries.<\/li>\n<li>Prebuilt automation via Zapier or Make (for example, new req \u2192 pull contacts \u2192 push to CRM \u2192 create tasks).<\/li>\n<li>Export fields for verification timestamps, line type, email status, and suppression flags.<\/li>\n<\/ul>\n<p>If you can&#8217;t automate the boring parts, your recruiters will stop using the tool, or use it inconsistently, which makes your pilot results meaningless.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Weighted_checklist\"><\/span>Weighted checklist<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Use this as your scoring rubric. Total equals 100 points. Adjust weights depending on whether you&#8217;re call-heavy or email-heavy, but keep the structure so vendors stay comparable.<\/p>\n<div class=\"table-scroll\" style=\"overflow:auto;-webkit-overflow-scrolling:touch;width:100%\">\n<table class=\"separated-content\">\n<thead>\n<tr>\n<th>Section<\/th>\n<th>Weight<\/th>\n<th>Score (0\u20135)<\/th>\n<th>Weighted points<\/th>\n<th>Notes \/ proof required<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Proof: verification &amp; metadata<\/strong><\/td>\n<td>30<\/td>\n<td><\/td>\n<td><\/td>\n<td>Line tested phones, deliverability tested emails, timestamps, suppression flags.<\/td>\n<\/tr>\n<tr>\n<td><strong>Proof: identity resolution<\/strong><\/td>\n<td>15<\/td>\n<td><\/td>\n<td><\/td>\n<td>NPI linkage, license matching, duplicate handling, multi-location logic.<\/td>\n<\/tr>\n<tr>\n<td><strong>Workflow: integrations<\/strong><\/td>\n<td>15<\/td>\n<td><\/td>\n<td><\/td>\n<td>API docs, Zapier\/Make support, stable IDs, export schema.<\/td>\n<\/tr>\n<tr>\n<td><strong>Workflow: controls &amp; compliance<\/strong><\/td>\n<td>10<\/td>\n<td><\/td>\n<td><\/td>\n<td>Opt-out suppression, audit trail, role-based access, retention options.<\/td>\n<\/tr>\n<tr>\n<td><strong>Outcomes: calling performance<\/strong><\/td>\n<td>15<\/td>\n<td><\/td>\n<td><\/td>\n<td>Connect rate and answer rate in pilot; fewer wrong numbers.<\/td>\n<\/tr>\n<tr>\n<td><strong>Outcomes: email performance<\/strong><\/td>\n<td>10<\/td>\n<td><\/td>\n<td><\/td>\n<td>Deliverability rate and bounce rate in pilot; suppression effectiveness.<\/td>\n<\/tr>\n<tr>\n<td><strong>Commercials: cost-to-outcome<\/strong><\/td>\n<td>5<\/td>\n<td><\/td>\n<td><\/td>\n<td>Cost per connected call or per reply from your pilot, not list price alone.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><strong>Pass\/fail gates (set these before you score):<\/strong><\/p>\n<ul>\n<li>Must provide verification timestamps (phone and email) in export or API.<\/li>\n<li>Must enforce suppression\/opt-out across export and API.<\/li>\n<li>Must show NPI-based identity where applicable and explain license matching.<\/li>\n<li>Must support an automation path \u2014 API and\/or Zapier\/Make \u2014 that fits your workflow.<\/li>\n<li>Must allow a cohort-based pilot using your chosen NPIs and your outreach rules.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Common_pitfalls\"><\/span>Common pitfalls<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Buying_a_big_database_instead_of_usable_reach\"><\/span>Buying a big database instead of usable reach<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Record counts are not reach. Reach is how many of your target clinicians you can actually contact this week without burning time or deliverability. Require field-level refresh cadence and proof metadata, or you&#8217;re buying a marketing number.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Letting_the_vendor_define_success\"><\/span>Letting the vendor define success<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>If the vendor&#8217;s success metric is &#8220;records delivered,&#8221; that&#8217;s what you&#8217;ll get. Your success metric should be outcomes \u2014 connected calls, replies, and qualified screens \u2014 measured consistently across vendors.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Ignoring_suppression_until_its_a_problem\"><\/span>Ignoring suppression until it&#8217;s a problem<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Suppression isn&#8217;t a legal footnote; it&#8217;s an operational requirement. If opt-outs don&#8217;t flow through exports and API, your team will accidentally re-contact people and create avoidable risk.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Skipping_the_workflow_friction_test\"><\/span>Skipping the workflow friction test<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>A vendor can win on data quality and still lose in practice if your team needs extra steps to use it. During the pilot, track how many touches it takes to go from &#8220;need contacts&#8221; to &#8220;outreach sent.&#8221;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Confusing_line_type_with_reachability\"><\/span>Confusing line type with reachability<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Line type helps, but it isn&#8217;t the same as answer probability. You still need a pilot that measures connects and answers in your actual call windows with your actual script.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_to_improve_results\"><\/span>How to improve results<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>This section is about making your evaluation repeatable and measurable, so you can defend the decision to finance and to your recruiting team.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Metric_definitions_to_use_consistently\"><\/span>Metric definitions to use consistently<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Connect rate<\/strong> = connected calls \/ total dials (per 100 dials).<\/li>\n<li><strong>Answer rate<\/strong> = human answers \/ connected calls (per 100 connected calls).<\/li>\n<li><strong>Deliverability rate<\/strong> = delivered emails \/ sent emails (per 100 sent emails).<\/li>\n<li><strong>Bounce rate<\/strong> = bounced emails \/ sent emails (per 100 sent emails).<\/li>\n<li><strong>Reply rate<\/strong> = replies \/ delivered emails (per 100 delivered emails).<\/li>\n<li><strong>Pilot<\/strong>: a time-boxed, controlled test where vendors receive the same cohort and outreach rules, evaluated with the same denominators.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"A_2-week_pilot_you_can_actually_run\"><\/span>A 2-week pilot you can actually run<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li><strong>Build the cohort<\/strong>: choose a single specialty band or role type you&#8217;re actively recruiting. Export a clean list with NPI where applicable, name, state, and employer.<\/li>\n<li><strong>Set outreach rules<\/strong>: same number of dials per record, same call windows, same email sequence length, same sender domain.<\/li>\n<li><strong>Instrument tracking<\/strong>: tag each attempt with vendor source in your dialer\/CRM. For email, tag sends by vendor source and capture delivered\/bounced\/replied.<\/li>\n<li><strong>Calculate weekly<\/strong>: report connect rate, answer rate, deliverability rate, bounce rate, and reply rate using the definitions above.<\/li>\n<li><strong>Normalize for effort<\/strong>: evaluate vendors on outcomes per recruiter-hour as a sanity check \u2014 if one vendor requires more cleanup, it should show up here.<\/li>\n<li><strong>Decide with gates plus score<\/strong>: apply pass\/fail gates first, then use the weighted checklist to pick the best workflow fit.<\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"What_to_save_in_your_decision_memo\"><\/span>What to save in your decision memo<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>The vendor&#8217;s proof pack export (your NPIs, minimum schema included).<\/li>\n<li>Notes or screenshots of the vendor&#8217;s definitions for &#8220;verified,&#8221; &#8220;line tested,&#8221; and &#8220;deliverability tested.&#8221;<\/li>\n<li>Your cohort definition \u2014 how you selected NPIs\/roles and any exclusions.<\/li>\n<li>Your outreach rules \u2014 call windows, dial attempts, email sequence, suppression rules.<\/li>\n<li>Weekly rollups using the pilot results table, so finance and leadership can audit the decision.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Operational_upgrades_that_usually_move_the_needle\"><\/span>Operational upgrades that usually move the needle<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Use verification metadata in routing<\/strong>: prioritize records with recent verification timestamps and clear line type.<\/li>\n<li><strong>Separate office vs mobile strategies<\/strong>: office lines need gatekeeper scripts and call windows; mobiles need concise, compliant outreach.<\/li>\n<li><strong>Protect your domain<\/strong>: use suppression, warm sending practices, and monitor deliverability signals in your email tooling.<\/li>\n<li><strong>Automate enrichment<\/strong>: use API plus Zapier\/Make to enrich at the moment of need \u2014 new req, new lead \u2014 instead of giant quarterly dumps.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Outreach_templates\"><\/span>Outreach templates<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Use these to keep your pilot consistent across vendors. Consistency is what makes the results defensible.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Call_opener_direct-to-clinician\"><\/span>Call opener (direct-to-clinician)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Script:<\/strong> &#8220;Hi Dr. [Last Name] \u2014 this is [Name]. I&#8217;m reaching out about a [role type] opportunity in [market]. Is now a bad time for a 20-second overview?&#8221;<\/p>\n<ul>\n<li>If yes: &#8220;Totally fair \u2014 what&#8217;s a better time today or tomorrow?&#8221;<\/li>\n<li>If no: &#8220;We&#8217;re looking for [1-line need]. If it&#8217;s not you, who handles these conversations in your group?&#8221;<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Gatekeeper_script_office_line\"><\/span>Gatekeeper script (office line)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Script:<\/strong> &#8220;Hi \u2014 can you help me reach Dr. [Last Name] about a recruiting inquiry? I&#8217;m not selling anything. What&#8217;s the best way to route a message?&#8221;<\/p>\n<ul>\n<li>Ask for preferred channel: direct line, voicemail protocol, or email format.<\/li>\n<li>Log the routing info as a data-quality note for the vendor evaluation.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Email_1_deliverability-safe_short\"><\/span>Email 1 (deliverability-safe, short)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Subject:<\/strong> &#8220;[Specialty] role in [Market]?&#8221;<\/p>\n<p><strong>Body:<\/strong> &#8220;Dr. [Last Name] \u2014 I recruit for [Org\/Client]. Quick check: are you open to hearing about a [role type] position in [market]? If not, reply &#8216;no&#8217; and I&#8217;ll close the loop.&#8221;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Email_2_value_plus_opt-out_clarity\"><\/span>Email 2 (value plus opt-out clarity)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Subject:<\/strong> &#8220;Closing the loop&#8221;<\/p>\n<p><strong>Body:<\/strong> &#8220;Following up once. If you&#8217;re not interested, reply &#8216;no&#8217; and I won&#8217;t reach out again. If you prefer a different email\/number for recruiting messages, tell me and I&#8217;ll update my records.&#8221;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Legal_and_ethical_use\"><\/span>Legal and ethical use<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Recruiting outreach carries real compliance and reputation risk. Build your process so it&#8217;s respectful and auditable:<\/p>\n<ul>\n<li><strong>Honor opt-outs<\/strong> quickly and globally, across sequences, exports, and API pulls.<\/li>\n<li><strong>Maintain your own suppression list<\/strong> independent of any vendor export\/API, so opt-outs stay enforced even if you switch vendors.<\/li>\n<li><strong>Don&#8217;t misrepresent<\/strong> who you are or why you&#8217;re contacting someone.<\/li>\n<li><strong>Use appropriate channels<\/strong> and avoid repeated unwanted contact.<\/li>\n<li><strong>Document your process<\/strong>: save the vendor&#8217;s proof pack export and screenshots of definitions shown in the demo so your decision is auditable later.<\/li>\n<\/ul>\n<p>For baseline guidance, review TCPA considerations for phone outreach and CAN-SPAM requirements for email. See: <a href=\"https:\/\/www.fcc.gov\/general\/telephone-consumer-protection-act-1991-tcpa\">FCC TCPA overview<\/a> and <a href=\"https:\/\/www.ftc.gov\/business-guidance\/resources\/can-spam-act-compliance-guide-business\">FTC CAN-SPAM compliance guide<\/a>.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Evidence_and_trust_notes\"><\/span>Evidence and trust notes<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>When evaluating data vendors, trust mostly comes down to process transparency: definitions, timestamps, suppression, and whether the vendor will let you run a fair pilot.<\/p>\n<ul>\n<li>How to monitor deliverability signals and domain health, as monitoring rather than a guarantee: <a href=\"https:\/\/postmaster.google.com\/\">Google Postmaster Tools<\/a>.<\/li>\n<li>Phone outreach baseline (TCPA): <a href=\"https:\/\/www.fcc.gov\/general\/telephone-consumer-protection-act-1991-tcpa\">FCC TCPA overview<\/a>.<\/li>\n<li>Email compliance baseline (CAN-SPAM): <a href=\"https:\/\/www.ftc.gov\/business-guidance\/resources\/can-spam-act-compliance-guide-business\">FTC CAN-SPAM compliance guide<\/a>.<\/li>\n<li>Heartbeat&#8217;s approach to trust and methodology: <a href=\"http:\/\/heartbeat.ai\/resources\/resources\/trust-methodology\/\">Trust methodology and how we validate data<\/a>.<\/li>\n<\/ul>\n<p>If you want to see how Heartbeat.ai describes its dataset and verification approach, start here: <a href=\"https:\/\/heartbeat.ai\/our-data\">Heartbeat data overview<\/a>. Use the scorecard above to evaluate any vendor, including us.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"FAQs\"><\/span>FAQs<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"What_should_I_ask_in_a_demo\"><\/span>What should I ask in a demo?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Use a fixed question set: definitions of &#8220;verified,&#8221; proof of line tested phones and deliverability tested emails, refresh cadence by field with timestamps, suppression enforcement, and how NPI plus license matching works.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_do_I_run_a_fair_2-week_pilot_between_vendors\"><\/span>How do I run a fair 2-week pilot between vendors?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Use the same cohort (same NPIs), the same outreach rules, and the same tracking tags. Evaluate outcomes per 100 dials and per 100 delivered emails, not total records returned.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_metrics_matter_most_for_recruiting_outreach\"><\/span>What metrics matter most for recruiting outreach?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>For calling: connect rate (connected calls \/ total dials) and answer rate (human answers \/ connected calls). For email: deliverability rate (delivered \/ sent), bounce rate (bounced \/ sent), and reply rate (replies \/ delivered).<\/p>\n<h3><span class=\"ez-toc-section\" id=\"How_do_I_avoid_buying_stale_data\"><\/span>How do I avoid buying stale data?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Require field-level refresh cadence and timestamps (last verified\/last seen). Prefer vendors that support access-plus-refresh workflows via API over one-time dumps, and enforce suppression.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Can_I_evaluate_vendors_without_risking_my_email_domain\"><\/span>Can I evaluate vendors without risking my email domain?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Yes: keep pilot volumes controlled, use suppression, monitor deliverability signals, and track deliverability rate and bounce rate by vendor source. Tools like <a href=\"https:\/\/postmaster.google.com\/\">Google Postmaster Tools<\/a> can help.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Next_steps\"><\/span>Next steps<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><strong>Run the scorecard<\/strong>: copy the diagnostic table and weighted checklist into your vendor evaluation doc and use the same demo questions with every vendor.<\/li>\n<li><strong>Execute the pilot<\/strong>: instrument your CRM\/dialer\/email so vendor source is tracked and outcomes are comparable.<\/li>\n<li><strong>Pressure-test workflow fit<\/strong>: require API\/Zapier\/Make paths and suppression enforcement before you sign.<\/li>\n<li><strong>Bring it to procurement<\/strong>: use the decision memo and pilot results table to review retention, suppression enforcement, and auditability terms.<\/li>\n<li><strong>Optional: evaluate Heartbeat.ai<\/strong>: <a href=\"https:\/\/heartbeat.ai\/signup\">start free search &amp; preview data<\/a> and run it through the same scorecard.<\/li>\n<li>Related reading: <a href=\"http:\/\/heartbeat.ai\/resources\/data-quality-verification\/\">How data quality verification works (and what to demand)<\/a> and <a href=\"https:\/\/heartbeat.ai\/pricing\">budgeting and packaging considerations<\/a>.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"About_the_author\"><\/span><b>About the author<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"http:\/\/heartbeat.ai\/resources\/author\/ben-argeband\"><span style=\"font-weight: 400;\">Ben Argeband<\/span><\/a><span style=\"font-weight: 400;\"> is the Founder and CEO of Swordfish.ai and Heartbeat.ai. With deep expertise in data and SaaS, he has built two platforms used by sales and recruitment professionals. Ben&#8217;s mission is to help teams find direct contact information for hard-to-reach professionals and decision-makers. Connect with Ben on <\/span><a href=\"https:\/\/www.linkedin.com\/in\/ben-m-argeband-2427a8a3\/\"><span style=\"font-weight: 400;\">LinkedIn<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><br \/>\n<script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"Article\",\"articleSection\":\"Resources\",\"author\":{\"@type\":\"Person\",\"jobTitle\":\"Founder & CEO of Heartbeat.ai\",\"name\":\"Ben Argeband\"},\"headline\":\"How to Evaluate Provider Contact Data Vendors (Scorecard + 2-Week Pilot Plan)\",\"keywords\":[\"evaluate provider contact data vendors\",\"vendor evaluation checklist\",\"physician contact data vendors\"],\"mainEntityOfPage\":{\"@id\":\"https:\/\/heartbeat.ai\/resources\/provider-contact-data\/how-to-evaluate-provider-contact-data-vendors\/\",\"@type\":\"WebPage\"},\"publisher\":{\"@type\":\"Organization\",\"name\":\"Heartbeat.ai\"}}<\/script><\/p>\n<p><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Use a fixed question set: definitions of \\\"verified,\\\" proof of line tested phones and deliverability tested emails, refresh cadence by field with timestamps, suppression enforcement, and how NPI + license matching works.\"},\"name\":\"What should I ask in a demo?\"},{\"@type\":\"Question\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Use the same cohort (same NPIs), the same outreach rules, and the same tracking tags. 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