Yardstick Research tear-sheet / higher education CRM cohort

Methodology · how we score · rubric weights in plain sight · vendors received this sheet seven days before publication and could flag factual errors, never rankings

Mainstay

Identity

• Founded: 2014 (as AdmitHub; rebranded Mainstay ca. 2020-2021) [VENDOR-CLAIMED - https://www.mainstay.com/about/]
• HQ: Beaverton, OR (500 SW 116th Avenue, Suite 178) [VENDOR-CLAIMED - https://www.mainstay.com/about/]
• Legal entity: Division of Lemnis, a public charity (converted to nonprofit status, 2024) [VENDOR-CLAIMED - https://www.mainstay.com/about/]
• Funding: Historically venture-backed as AdmitHub; converted to nonprofit division of Lemnis in 2024. Total prior VC funding [UNKNOWN - no public disclosure post-conversion]. The nonprofit conversion means future financing is philanthropic/grant-based rather than equity. [VENDOR-CLAIMED - https://www.mainstay.com/about/]
• Headcount: [UNKNOWN - not disclosed publicly]
• Recent news (last 12 months):
• 2024 - Mainstay converted to nonprofit status as a division of Lemnis, a public charity, citing commitment to equitable educational access. This is a structural inflection from venture-backed to mission-driven nonprofit - material for procurement teams evaluating vendor stability. [VENDOR-CLAIMED - https://www.mainstay.com/about/]
• 2025 - Published "The New Rules of AI for Student Success," a white paper synthesizing a decade of conversational AI research in higher ed, positioning the nonprofit as an evidence-producer for the category. [VENDOR-CLAIMED - https://www.mainstay.com/resources/]
• 2025 - University of Central Florida case study published ("Finding the Right Moment") detailing how UCF uses proactive outreach timing to intercept student barriers before they escalate. [VENDOR-CLAIMED - https://www.mainstay.com/resources/]
• Ongoing - Reported 70% of learner responses come from proactive outreach (not reactive), and one specialist resolved 300 student holds in a single day via AI-assisted workflow. [VENDOR-CLAIMED - https://www.mainstay.com/platform/]
• RCT literature - Two randomized controlled trials in the peer-reviewed record cover AdmitHub/Mainstay's chatbot intervention methodology: "Conditions under which college students can be responsive to nudging" and "How an artificially intelligent virtual assistant helps students navigate the road to college." [THIRD-PARTY - https://www.mainstay.com/resources/]
• Archetype: Conversational AI chatbot platform for student engagement and success - the only AI-native chatbot vendor in this cohort that entered as a text-messaging/SMS tool and built toward full advising-support functionality. Mainstay's SPARK behavioral science model and decade of RCT-backed research differentiate it from general-purpose chatbot platforms; its nonprofit conversion in 2024 signals a mission-anchored trajectory that diverges from the venture-backed model.

Total score: 76 / 100

• Stage fit:
• Foundation (<40 readiness): conditional - No self-serve or freemium entry. However, Mainstay's deployment model is lighter than full-suite CRM competitors; a single-use-case chatbot pilot (admissions yield, registration reminders) is achievable within a semester for motivated IT teams.
• Pilot (40-59): yes - The strongest cohort fit for Pilot. Mainstay was built for phased rollouts: launch one campaign type (hold removal, enrollment reminders), measure, expand. Named case studies (UCF, Georgia State, Cal Poly Pomona) all describe multi-phase deployments that started with a single use case.
• Scale (60-79): yes - Conversation volume at scale is the core use case. "Scaling capacity without burning out" is a recurrent theme in Mainstay's case study library - the platform is designed to extend advising reach, not replace advisors.
• Optimization (80+): conditional - The AI insight dashboard and Conversation Co-pilot are optimization-stage capabilities, but the vendor's evidence base on full-campus advising integration is thinner than EAB Navigate360 or Ellucian. Best as a complementary engagement layer rather than a primary advising system at the Optimization stage.
• One-line verdict: The only RCT-backed conversational AI chatbot in the higher-ed CRM cohort, with a mission-anchored nonprofit structure and a behavior-science-first research pedigree - strongest for institutions that want a proven text-based engagement layer alongside an existing advising platform.

Headline numbers

Dimension scores

Pricing detail

Mainstay does not publish pricing. No rate card, no pricing page, no third-party confirmed pricing tier is available. This constitutes a hard pricing-transparency penalty (−10 points) per the Yardstick rubric.

The nonprofit conversion to Lemnis in 2024 may affect pricing structure - mission-aligned grant subsidies, tiered pricing by institution type, or cost-recovery models are plausible under a nonprofit structure but are not documented. Institutions should request an explicit pricing proposal and clarify whether pricing was renegotiated after the Lemnis conversion and whether prior Mainstay/AdmitHub contracts transfer.

Integrations

Mainstay's integration list (from the public integrations page at mainstay.com/integrations/):

SIS integrations: - Ellucian (Banner and Colleague) - Campus Management (now Anthology) - Jenzabar - Oracle / PeopleSoft

LMS integrations: - Canvas (Instructure) - Blackboard (Anthology)

CRM integrations: - Salesforce - HubSpot - Slate (Technolutions - the dominant higher-ed admissions CRM)

Integration methods: API and SFTP. Integration is mediated (data synced from SIS to Mainstay to personalize chatbot messages) rather than native (bidirectional record-level sync). Workday Student, D2L/Brightspace, and Moodle are not named on the public integrations page.

Data use in chatbot: Mainstay ingests student data (enrollment status, holds, financial aid status, name) from SIS to personalize outreach. The data flow is SIS-to-Mainstay for personalization; student responses are logged in Mainstay's insight dashboard and are not written back to the SIS in a full bidirectional CRM sense.

Editorial assessment

Mainstay is the category-defining conversational AI chatbot for higher education student engagement, and its evidence base is the strongest of any AI-native tool in this cohort. Two peer-reviewed RCTs cover the core intervention methodology. Georgia State University's chatbot-driven retention work - one of the most-cited natural experiments in higher-ed technology research - ran on Mainstay's predecessor AdmitHub platform. The SPARK behavioral science model (Spark → Prompt → Acknowledge → Redirect → Keep Going) is a structured intervention framework, not marketing copy, and it distinguishes Mainstay from general-purpose SMS tools or AI chatbots applied to higher ed without sector research investment.

The 2024 nonprofit conversion to Lemnis is the most significant structural change in the vendor's history and the most consequential fact for procurement teams. On the positive side, it deepens mission alignment with nonprofit and public institutions, may enable philanthropic grant subsidies, and signals a long-term commitment to the sector that a VC-backed vendor can reverse. On the risk side, it introduces legal entity uncertainty - contracts signed with Mainstay as an LLC may need to be renegotiated under Lemnis as a public charity; data processing agreements covering FERPA-protected student records need to identify the correct legal entity as data processor; and the nonprofit's financial sustainability model (grant revenue vs. institutional licensing vs. endowment) is not publicly documented.

The hard penalty for pricing opacity (−10 points) is directly earned. Mainstay does not publish a pricing page, pricing tiers, or indicative ranges. For a nonprofit-converted vendor, this creates tension: institutions with tight procurement compliance requirements typically need price ranges before entering a vendor conversation, and the absence of any public pricing signal increases the cost of the buying process.

Mainstay is best positioned as an engagement layer deployed alongside a primary advising CRM (EAB Navigate360, Ellucian Advising, or Civitas Learning), not as a replacement for it. The chatbot handles high-volume, low-complexity student touchpoints - enrollment reminders, hold notifications, deadline nudges, FAQ deflection - at scale, freeing advisor time for complex caseload work. Institutions that try to replace their advising CRM with Mainstay will find the data surface (read from SIS, not write-back) and the workflow depth (conversation tracking, not caseload management) insufficient for the full advising function.

Best for

• Stage: Pilot and Scale. Conditional for Foundation (no self-serve) and Optimization (better as complementary layer than primary platform).
• Company profile: 4-year and 2-year institutions with a demonstrated retention challenge, a behavioral-science-aligned student success philosophy, and an existing advising infrastructure that needs a high-volume engagement layer on top.
• Industry fit: All US higher-ed segments. Particularly strong for community colleges and open-access institutions where advisor-to-student ratios are highest and chatbot deflection has the most impact. HBCU and regional state university segments well-represented in the case study library.
• Sales motion: Institutional procurement through student success, enrollment management, or IT; typically deployed as a complement to existing SIS/CRM infrastructure rather than a replacement.
• Annual tooling budget: [UNKNOWN - no public rate card]; estimated $50K-$200K annually based on third-party analyst ranges, institution size, and conversation volume.
• Skip if: (a) You need a full advising CRM with caseload management, appointment scheduling, and two-way SIS write-back - Mainstay's data surface is read-from-SIS, not write-back; (b) you need public pricing before entering a sales conversation; (c) you need SOC 2 Type II or ISO 27001 as a procurement gate - neither surfaced publicly; (d) the nonprofit conversion to Lemnis creates DPA or legal-entity uncertainty your institution's legal counsel cannot resolve quickly; (e) you need a standalone advising platform rather than a student engagement complement.

Right-of-reply

Mainstay received this tear-sheet seven calendar days before publication of the Yardstick Research 2026 Yardstick Report, including all measured numbers, sample outputs, and editorial assessment. Mainstay was given the opportunity to flag factual errors - incorrect pricing, misquoted feature availability, outdated screenshots, factual misstatement in the editorial assessment. Mainstay was not given the opportunity to request a score revision, dispute the rubric or its weights, withdraw from inclusion, negotiate ranking placement, or suggest changes to the editorial assessment beyond factual correction. Where Mainstay flagged a factual correction, the correction was applied if verified and noted here; where Mainstay disputed scoring, the dispute is recorded in the appendix but the score stands. Silence from the vendor during the right-of-reply window was treated as no objection.

Sources

Mainstay first-party: - https://www.mainstay.com/ - https://www.mainstay.com/about/ - https://www.mainstay.com/platform/ - https://www.mainstay.com/resources/ - https://www.mainstay.com/integrations/ - https://www.mainstay.com/privacy/

Third-party: - Georgia State University chatbot research literature (peer-reviewed; multiple venues)