Twelve AI-specific tools and tiers have turned up across four vendor comparisons this site has independently priced since July 2026: phone agents, billing and revenue cycle management, eyecare scheduling, and dental charting. Three of the twelve publish an actual number on a website anyone can read. The other nine, spanning physical therapy, optometry, and dental practice software alike, require a sales call before a practice owner can see a price at all. For a two-site practice pricing out a third location, that is not a minor inconvenience. It is nine separate phone calls just to build a shortlist, before a single feature gets compared.

Twelve tools, four categories, one repeated result

The count comes from this site's own published work, not a single new survey: the physio AI phone agent comparison (My AI Front Desk, Weave, OneChart, published 13 August 2026), the physio AI billing and RCM comparison (SPRY, WebPT, Raintree, published 6 August 2026), the optometry AI scheduling comparison (RevenueWell, Weave, Solutionreach, published 9 July 2026), and the dental AI charting pricing check (Planet DDS, Pearl, Denti.AI, Dentrix Voice, published 31 August 2026). Each article scored vendors against the CARE Framework for a real practice size, and each one hit the same wall in its Economics and Readiness scoring: a majority of the AI-specific tools evaluated would not state a price without a conversation first.

So what for you: this is not one vendor being cagey. It is the default posture of the category, confirmed independently four separate times across three different specialties over six weeks.

What the three that publish have in common

My AI Front Desk publishes a flat $45 a month for its AI phone answering service, with no setup fee stated (myaifrontdesk.com pricing pages, 2026). SPRY's Essentials tier publishes $79 per provider a month, with its AI-generated documentation and billing built into that same rate rather than sold as a separate line item (SPRY pricing page, 2026). RevenueWell publishes $189 a month for its AI receptionist product (RevenueWell, Software Finder, Capterra pricing trackers, 2026). None of the three gates its AI capability behind a higher, unpublished tier. In each case, the AI feature ships inside the number you can already read on the page, not as a premium layered on top of it.

So what for you: a published price is not a guarantee of the right fit, SPRY and RevenueWell are still narrower or broader than a given practice's workflow needs. But all three show that publishing an AI-specific price is a choice a vendor can make, not a structural impossibility of the category.

What the nine that don't have in common

Weave's Call Intelligence, the AI layer that turns phone calls into booked appointments, sits only on its Ultimate plan, priced per location rather than published (getweave.com/call-intelligence, 2026); the same unpublished result held in both the physio phone agent comparison and the optometry scheduling comparison, five weeks apart. OneChart's AI Receptionist, built specifically around physical therapy insurance and referral calls, publishes nothing anywhere (onechart.ai, 2026). WebPT's Advanced Billing add-on runs an estimated $30 to $60 per provider a month on top of an already third-party-estimated base rate, none of it from WebPT's own pricing page (ITQlick, Software Finder, 2026). Raintree's RCM service returned the identical answer, request a demo, across its own site and five independent software-review platforms checked in 2026. Solutionreach publishes no fixed pricing for its Vision Groups enterprise tier. Planet DDS's AI Voice Perio and AI Voice Restorative Charting tools, launched February and April 2026, carry no price in either product announcement (Morningstar, BusinessWire, 2026). Pearl Voice, announced April 2026, and Henry Schein One's Dentrix Voice are the same story: documented integration, no price, confirmed via each company's own product pages. Denti.AI's Auto-Chart 2, the one tool in that group that actually matches dentists' stated top AI want in the ADA Health Policy Institute's July 2026 survey, shipped with a waitlist instead of a number.

One of Planet DDS's own product announcements states its AI Voice Restorative Charting tool is "designed for dental support organizations (DSOs) and multi-location dental groups" (BusinessWire, 2026). That phrase shows up in some form across most of the nine: the AI tier is being sold as an enterprise product, priced by location count and contract length in a negotiation, not fixed on a rate card built for a single practice comparing three options in an afternoon.

So what for you: the pattern is not that specialty-built software is automatically opaque, SPRY is proof that isn't true. It is that the newest, most differentiated layer of a product, the AI feature itself, is consistently the part vendors choose to sell through a conversation rather than a page, and that choice shows up regardless of specialty.

The industry is starting to say the quiet part out loud

Two vendors outside this site's own comparisons independently published the same warning this year. SPRY's own buyer's guide, "Healthcare Practice Management Software Pricing Explained," published 24 June 2026, lists "custom pricing with no published benchmarks" as the first item on its own list of pricing red flags, and separately estimates $150 to $400 a month all-in for a single-provider rehab therapy practice on a full-featured platform, rising to $300 to $700 a month for a small group (sprypt.com, 24 June 2026). Patientree AI's comparison post, published 7 August 2026, sorts AI-EHR vendors into three pricing postures, publish-and-promote, list-plus-add-ons, and quote-only-enterprise, and warns plainly that "a low base fee with paid AI, portal, reminders, and intake modules can cost more than a transparent all-in plan" (blog.patientree.com, 7 August 2026). Both pieces are vendor content marketing, SPRY and Patientree each sell transparent pricing as part of their own pitch, so treat the framing as self-interested. But the underlying observation matches this site's own independently gathered data exactly, from two vendors with no relationship to each other or to this site.

So what for you: when competing vendors in the same market are now writing buyer's guides warning their own prospects about opaque AI pricing, that is a signal the pattern is widely felt, not a quirk of the twelve tools checked here.

What to do about it before your next vendor call

The evidence points toward one specific move: get the price for the exact AI feature you would use in writing, broken out per provider or per location, before you agree to a demo at all. Not "what does your platform cost," which gets you a published base rate that may not include the AI layer you actually want. Ask for the number attached to the specific product name, Call Intelligence, Advanced Billing, Auto-Chart 2, whatever it is called, for your specific provider or location count. A vendor that sends that back in an email is telling you something useful about how they sell. A vendor that replies with "let's find 20 minutes to talk it through" is not necessarily hiding a bad number, but they are choosing to control the framing of that conversation, and for a practice already juggling two locations, that is 20 minutes better spent elsewhere unless the written answer never comes.

So what for you: run this check before you shortlist, not after. Nine of twelve vendors already told this site, in writing or by their silence, that the AI-specific price is a conversation, not a page. Knowing that in advance changes how much of your own time you budget for vendor evaluation before you've compared a single feature.

If you want a shortlist built around your own practice's actual provider count, locations, and workflow rather than a generic comparison, the AI Opportunity and Growth Assessment produces one, including the written pricing questions worth putting to each vendor before a demo. Start with a free 20-minute discovery call.

A published price tells you what to budget for. An unpublished one tells you to ask harder questions before you agree to a call. Get an independent read on what a shortlist should actually cost for your practice. Book a call.

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Related: $49 dental AI: the price that isn't for charting · $45 vs quote-only: the physio AI phone agent verdict · $237 vs quote-only: the physio AI billing verdict