Methodology
How AIPlayPark Ranks AI Vendors: Two Rubrics, Sources, Bias and Corrections
Every rubric-scored ranking on AIPlayPark is a sort of one table. The healthcare table has 39 vendors, eight criteria and 12 points; the voice agents table has 28 vendors, eleven criteria and 12 points. Every answer is taken from the vendor's own published pages and quoted with a link and a date. This page is the whole method for both, so anyone can rebuild any list by hand.
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By the AIPlayPark editorial team, part of MedReception AI
Who chose these criteria, and the bias to weigh
The eight healthcare criteria, the eleven voice agent criteria and their point values were chosen by MedReception AI's team, and MedReception AI is one of the 39 vendors scored on the healthcare rubric. That is a bias, and readers should weigh it: a rubric written by one vendor can favor the things that vendor does. What limits the bias is that nothing on these pages rests on our opinion. Every criterion is answered from each vendor's own published pages, the quote and its source are shown next to the value, and the sort is arithmetic. A competitor that scores higher ranks higher. If you think a criterion is wrong or missing, or a quote is out of date, the corrections section below says how to tell us.
The healthcare rubric (12 points)
| Criterion | How it is scored | Max |
|---|---|---|
| HIPAA compliance | Stated by the vendor on its own pages: 1 point. Verified by a named third party (for example Compliancy Group): 2 points. Not stated: 0. | 2 |
| Business associate agreement (BAA) | The vendor states it signs, provides or executes a BAA: 2 points. States it does not, or does not state: 0. | 2 |
| Coverage | States 24/7 (around the clock) answering: 1 point. Business hours only, or not stated: 0. | 1 |
| Books appointments | States it books or schedules appointments into a calendar or EHR: 2 points. Takes messages only, or not stated: 0. | 2 |
| Named EHR integrations | Counts only EHR or practice management systems the vendor names on its pages. 1 to 4 named: 1 point. 5 or more named: 2 points. None named, or a count claim with no names: 0. | 2 |
| Published pricing | A price with a dollar (or other currency) figure is published: 1 point. Quote only, or not stated: 0. | 1 |
| Healthcare focus | The pages state the product is built for medical, dental or healthcare practices: 1 point. Serves many industries, or not stated: 0. | 1 |
| Languages | States support for more than English: 1 point. English only, or not stated: 0. | 1 |
Two more fields are recorded but not scored, because they describe a choice rather than a strength: whether an AI, live agents or a mix answers the phone (used to split the AI receptionist lists from the answering service lists), and the lowest published monthly price (shown for context; never computed from per-minute rates).
Healthcare tie-breaks, in order
- a BAA stated on the vendor's pages
- published pricing
- more named EHR integrations
- vendor name, A to Z
Example: DoctorConnect and VoxyHealth both score 10 of 12 and both state a BAA and quote-only pricing; DoctorConnect names 10 EHR systems to VoxyHealth's 7, so it ranks first.
The voice agents rubric (12 points)
The second category, “AI voice agents and AI phone answering for any business”, scores 28 vendors on eleven criteria read from their own pages on 2026-11-05. The publisher's own product, MedReception AI, is not in this category: it serves medical and dental practices only, so it is scored on the healthcare rubric above and appears in no voice agents list. The value definitions below are the ones in our published data file, word for word.
| Criterion | Values and points | Max |
|---|---|---|
| Published pricing | published: a dollar or euro figure appears on the vendor's pages (1 point). quote: the vendor states contact sales, custom pricing or book a demo and publishes no figure (0 points). unknown: not stated (0 points). | 1 |
| Free trial or free tier | free: a free trial or free tier is stated (1 point). none-stated: pricing pages read and no free trial or free tier stated (0 points). unknown: not stated (0 points). | 1 |
| Answers inbound calls | yes: answers inbound calls (1 point). unknown: not stated (0 points). | 1 |
| Places outbound calls | yes: places outbound calls (1 point). no: the vendor states the agent does not place calls (0 points). unknown: not stated (0 points). | 1 |
| Books appointments | yes: books appointments or writes to a calendar (1 point). unknown: not stated (0 points). | 1 |
| Named integrations | list of NAMED integrations exactly as the vendor names them (CRMs, calendars, phone systems, helpdesks, Zapier/Make, EHRs); a bare count claim is a fact but not a name. none or unknown: 0 points. 1 to 4 named: 1 point. 5 or more named: 2 points. | 2 |
| Handoff to a person | yes: transfers or escalates to a human (1 point). unknown: not stated (0 points). | 1 |
| Languages | multilingual: more than English, count in `count` when stated (1 point). english: English only (0 points). unknown: not stated (0 points). | 1 |
| Coverage | 24/7: around-the-clock answering stated (1 point). unknown: not stated (0 points). | 1 |
| Security statement | stated: names SOC 2, HIPAA, GDPR, ISO 27001 or PCI as something it holds or complies with (never 'verified') (1 point). unknown: not stated (0 points). | 1 |
| Channels | voice-plus: voice AND at least one of SMS, chat, email stated (1 point). voice: voice only stated (0 points). unknown: not stated (0 points). | 1 |
Voice agents tie-breaks, in order
- published pricing
- more named integrations
- a security statement on the vendor's pages
- vendor name, A to Z
Ten vendors score 12 of 12, so these tie-breaks decide the top of every voice agents list. Each list page says so where it applies, and no other separation is invented.
- The unknown rule. If no fact on the vendor's own pages supports a value the value is 'unknown' (never a guess), evidence null, score 0; page copy says 'not stated on the pages we read'.
- Evidence. Every non-unknown value carries evidence = {text: a fact written from the vendor's own page, source_url: the page it was read on, as_of: the date read}. The same text appears verbatim in facts[].
- Conflicts. When two facts conflict the more conservative value is chosen and note explains. The note is shown on the vendor's profile as its scoring note.
- Not scored, shown for context. The kind of product (a finished service you turn on, a platform you build an agent with, or a human plus AI service), which splits the lists, and the starting price: lowest published PAID price expressed per month, as the page displays it (annual-billing per-month figures count and the billing term is in the evidence); a $0 free tier is recorded under trial, not here; never computed from per-minute, per-call or per-credit rates.
How the facts are collected
We read each vendor's own website on the date shown next to every quote (the healthcare table mostly on Nov 2 and Nov 4, 2026; the voice agents table on Nov 5, 2026) and record what it states, near-verbatim, with the page URL. A vendor's pages are the only source for anything we say about that vendor. We do not infer HIPAA compliance, a BAA, pricing or an integration from reviews, press, badges without text, or our own experience.
- Not stated is a value. If no page we read addresses a criterion, the value is “not stated on the pages we read” and the score is 0. It describes the pages, not the product.
- Conflicts resolve conservatively. When two pages disagree, the lower-scoring value is used and both quotes are kept. Goodcall's site says HIPAA compliant on one page and makes no HIPAA statement on its pricing page, so its HIPAA value is not stated; both quotes appear on its profile.
- A negative statement is shown as the vendor wrote it. Smith.ai's FAQ states it is not HIPAA compliant and cannot handle calls involving PHI. The rubric has no negative value, so it scores 0, and every page that shows Smith.ai says what it states rather than “not stated”.
- Count claims are not names. “More than 80 integrations” scores only for the systems the page names. The claim is quoted next to the score so you see both.
- Certifications are not verification. HITRUST, SOC 2 and similar are security frameworks; they do not move the HIPAA value from stated to verified.
How MedReception AI is scored
MedReception AI is scored on the same eight criteria from its published facts: HIPAA compliance verified by Compliancy Group with a BAA included; 24/7 answering and appointment booking; 19 live EHR integrations, each named; Studio at $299 per month for 500 minutes with managed plans from $495; a medical and dental focus (veterinary practices are not served); and 59 languages. Those facts give it 12 of 12. We publish no outcome statistics, testimonials or review counts for it, and none for any other vendor.
How each list is built
A list is an inclusion rule applied to the table, then the sort above. The rule is printed on every list page. Current lists:
Healthcare and medical office AI (16 lists)
- Best AI Medical Receptionists in 2026, Ranked by a Published Rubric (22 vendors)
This list includes every vendor in our registry whose published pages describe an AI receptionist or AI voice agent. Hybrid and live-agent services are ranked on the medical answering services list.
- Best Medical Answering Services in 2026: AI, Hybrid and Live Agents Compared (35 vendors)
Every vendor in our registry that answers phone calls for practices is here, split by whether the answering is done by AI, by a mix of AI and people, or by live agents. Vendors whose pages do not say which (for example an online booking tool) are left out.
- Best AI Answering Services for Medical Practices in 2026 (18 vendors)
This list includes AI and hybrid answering services whose pages state they are built for medical, dental or healthcare practices. General business AI receptionists that also serve practices are ranked on the best AI medical receptionists list.
- Best After-Hours Answering Services for Medical Practices in 2026 (22 vendors)
This list includes every vendor whose pages state 24/7 coverage or describe after-hours answering. Vendors whose pages state neither are left out, even if they may offer it.
- Best AI Patient Scheduling Software in 2026, Ranked (18 vendors)
This list includes every vendor whose pages state that it books or schedules appointments, not just takes messages, excluding live-agent services. It includes online self-booking tools whose pages do not describe a phone agent.
- Which AI Receptionists Sign a BAA? HIPAA Statements From Each Vendor's Own Pages (28 vendors)
Every AI and hybrid receptionist in our registry is here. The HIPAA and BAA columns show exactly what each vendor's pages state. Where a vendor states nothing, the cell says so.
- Best AI Receptionists for Small Practices in 2026 (Published Pricing Only) (13 vendors)
A small practice rarely runs an enterprise sales cycle, so this list includes only AI and hybrid receptionists whose pages publish a price. Quote-only vendors are ranked on the best AI medical receptionists list.
- Best AI Receptionists for Small Businesses in 2026 (Any Industry) (10 vendors)
This list is for a business outside medicine: a law firm, a home services company, a salon, a trade. It includes AI and hybrid receptionists whose pages describe serving many industries, or whose pages do not state a healthcare-only focus. Vendors built only for medical and dental practices, including the publisher's own MedReception AI, are excluded.
- Best AI Receptionists for Multi-Location Practices and Groups in 2026 (16 vendors)
This list includes AI and hybrid receptionists that either name 5 or more EHR integrations on their pages or whose own positioning names groups, health systems, enterprises or multiple locations.
- Best Virtual Receptionist Services for Medical Offices in 2026 (Live and Hybrid) (13 vendors)
A virtual receptionist service here means live receptionists, or a mix of live receptionists and AI. AI-only services are ranked on the best AI medical receptionists list.
- Best AI Receptionists for athenahealth Practices in 2026 (15 vendors)
This list includes every vendor whose own pages name athenahealth (or athenaOne) as an integration. Vendors that claim an integration count without naming athenahealth are not included.
- Best AI Receptionists for eClinicalWorks Practices in 2026 (10 vendors)
This list includes every vendor whose own pages name eClinicalWorks as an integration. Vendors that claim an integration count without naming eClinicalWorks are not included.
- Smith.ai Alternatives for Medical Practices in 2026 (12 vendors)
Smith.ai's own FAQ states it is not HIPAA compliant and cannot handle calls involving PHI, so this list includes only vendors whose pages state HIPAA compliance or a BAA. The 12 highest-scoring are shown.
- Ruby Alternatives for Medical Practices in 2026 (12 vendors)
This list includes vendors whose pages state HIPAA compliance or a BAA, so a practice can compare Ruby's published position against theirs on booking, coverage, EHR integrations and price. The 12 highest-scoring are shown.
- Assort Health Alternatives in 2026: AI Receptionists Built for Healthcare (12 vendors)
This list includes AI and hybrid receptionists whose pages state a medical, dental or healthcare focus, the same market Assort Health serves. The 12 highest-scoring are shown.
- Weave Alternatives for Medical and Dental Practices in 2026 (12 vendors)
This list includes AI and hybrid receptionists whose pages state that they book appointments, which is what Weave's AI Receptionist is published to do. The 12 highest-scoring are shown.
Voice agents and phone answering for any business (14 lists)
A list in this category publishes only when at least 4 vendors meet its rule; a smaller result is dropped, never padded.
- Best AI Voice Agents for Business in 2026, Ranked by a Published Rubric (28 vendors)
This list includes every vendor in our voice agents table whose published pages describe an AI voice agent or AI phone answering, split into finished services you turn on, platforms you build an agent with, and services that pair people with AI. The publisher's own product serves medical and dental practices only and is scored in the healthcare category, not here.
- Best AI Phone Answering Services for Small Businesses in 2026 (Published Pricing Only) (13 vendors)
A small business rarely runs an enterprise sales cycle, so this list includes only finished AI answering services and human plus AI services whose pages publish a price. Build-your-own platforms and quote-only vendors are ranked on the full voice agents list.
- Best AI Voice Agent Platforms for Building Your Own Agent in 2026 (11 vendors)
This list includes every vendor whose pages describe a platform for building your own voice agent (APIs, SDKs, agent studios or no-code builders). Finished services you turn on are ranked on the AI phone answering list.
- Which AI Voice Agents Place Outbound Calls? From Each Vendor's Own Pages (19 vendors)
This list includes every vendor whose own pages state that the agent places outbound calls. Vendors whose pages do not address outbound calling, or state that the agent does not place calls, are left out and named in the FAQ below.
- AI Voice Agents With a Free Trial or Free Tier in 2026 (19 vendors)
This list includes every vendor whose own pages state a free trial, free credits or a free tier. Vendors whose pricing pages state no trial, or that offer only a demo, are left out.
- What Each AI Voice Agent States About SOC 2, HIPAA, GDPR and ISO 27001 (25 vendors)
This list includes every vendor whose own pages name SOC 2, HIPAA, GDPR, ISO 27001 or PCI as something it holds or complies with. The table quotes each statement exactly. A statement is not a verification: we did not check any certificate, and the words are the vendor's.
- Best Multilingual AI Voice Agents in 2026 (26 vendors)
This list includes every vendor whose own pages state support for more than English. The table shows the language count each vendor states; the order is the rubric order, not the count, because a count is a claim and not a measure.
- AI Voice Agents That Name Their CRM and Calendar Integrations (25 vendors)
This list includes every vendor whose own pages name 5 or more integrations by product name. A count claim without names does not qualify; the vendors it leaves out are quoted in the FAQ below.
- Retell AI Alternatives in 2026: Voice Agent Platforms Compared on a Published Rubric (10 vendors)
This list includes every other build-your-own voice agent platform in our table, the same category Retell AI is in. The 12 highest-scoring are shown.
- Bland AI Alternatives in 2026: Voice Agent Platforms Compared on a Published Rubric (10 vendors)
This list includes every other build-your-own voice agent platform in our table, the same category Bland AI is in. The 12 highest-scoring are shown.
- Vapi Alternatives in 2026: Voice Agent Platforms Compared on a Published Rubric (10 vendors)
This list includes every other build-your-own voice agent platform in our table, the same category Vapi is in. The 12 highest-scoring are shown.
- Synthflow Alternatives in 2026: Voice Agent Platforms Compared on a Published Rubric (10 vendors)
This list includes every other build-your-own voice agent platform in our table, the same category Synthflow is in. The 12 highest-scoring are shown.
- Goodcall Alternatives in 2026: AI Phone Answering Services Compared on a Published Rubric (12 vendors)
This list includes finished AI answering services and human plus AI services, the same category Goodcall is in. The 12 highest-scoring are shown.
- Smith.ai Alternatives for Small Businesses in 2026: AI Phone Answering Compared on a Published Rubric (12 vendors)
This list includes finished AI answering services and human plus AI services, the same category Smith.ai is in. The 12 highest-scoring are shown. Smith.ai alternatives for medical practices are a separate list in the healthcare category.
Request a correction
If a quote is out of date, a value is wrong, or your pages now state something they did not on the date shown, tell us through the contact page. Include the URL of the page on your own site that states the fact. We re-read that page, update the quote, the value and the date, re-sort every list the vendor appears on, and change the Updated date on each affected page. We do not accept facts from any other source, and no vendor can pay to change a score.
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By the AIPlayPark editorial team, part of MedReception AI