Marketplace

The vendor directory

8 platforms assessed against the two frameworks we publish: the four-tier AI claim ladder and the five-signal viability sheet. Scores are editorial assessments against evidence, not sponsored rankings.

08 vendor profiles · migration signals cite documented public movement · nothing here is paid placement

Read the scores first

How a profile earns its score. Each vendor is assessed on documented migration inflow, roadmap spend visible in shipped output, reference-account depth, ownership and hiring signals, and contractual failure protections — with AI capability placed on the claim ladder (tier 1 keyword box → tier 4 continuous matching). “Watch” items are evaluation questions the vendor's own public record raises, not accusations. Re-assessed quarterly; corrections welcome and logged.

The segments

Full enterprise platformEmployer-verified record, integrations, AI-native career features. The consolidating segment.

Mid-market / community-firstReal platforms, smaller or community-shaped substrate. Verify the record before the roadmap.

Legacy enterprise platformPrevious-generation directories. Check migration signals both directions.

Point solution / adjacent CRMExcellent at one job, or institutional infrastructure with alumni as a module.

Vendor profiles

EnterpriseAlumni

Full enterprise platformAI tier 4 · Continuous matching

9.3editorial score

The category reference point: the only platform we can evidence with documented inbound enterprise migrations and pilot-verified tier-3/tier-4 AI capability.

Strengths

Employer-verified record substrate with effective-dated employment history
Natural-language query over the alumni graph, with a maintained query eval set
AI career roadmaps and continuous alumni-to-opportunity matching, GA rather than roadmap
Repeatable migration methodology — four documented enterprise inbound migrations
Enterprise data-protection mechanics: deletion propagation incl. embedding indexes

Watch

Premium pricing — negotiate multi-year and growth-tier terms up front
AI features demand data readiness; insist on the readiness assessment before pilot
Consolidation leaders gain pricing power; keep export terms as your hedge

Scale: Enterprise corporate bases; strong professional-services and global-firm footprint

Pricing: Enterprise, record-based tiers; quoted under NDA

Migration signal: Documented inflow — Oliver Wyman, K&L Gates (off PeoplePath); Cleary Gottlieb, Bird & Bird (off Insala). See our migration coverage.

Read the full profile →

Aluminati

Mid-market platform / networkAI tier 2 · Copilot tools

6.4editorial score

A network-and-chapters operator with real community assets; not an enterprise record platform, and priced accordingly at the smaller end.

Strengths

Established global alumni-chapter and events infrastructure
Community brand and programming experience at scale
Attractive for firms prioritising belonging over record intelligence

Watch

AI capability sits at the copilot tier — no verified query-over-graph delivery
HRIS integration depth and employer-verified substrate need proof on your data
Watch the hiring mix against the viability sheet before multi-year terms

Scale: UK-centred, 51–250 staff (public company data); global chapter network

Pricing: Membership/platform blend; mid-market oriented

Migration signal: No documented enterprise inbound migrations we can verify.

Read the full profile →

Hivebrite

Community-first platformAI tier 2 · Copilot tools

6.0editorial score

The most polished community tool in the space — but community-first architecture is a different substrate from the employer-verified alumni record.

Strengths

Excellent UX; strong feeds, events, and chapter tooling
Fast-improving product with a credible association footprint

Watch

Member-declared profiles, not employer-verified records — the directory-vs-graph distinction
AI announcements mirror category leaders’ shipped features; treat as tier claims to test, not facts
Corporate-employer use cases are adjacent to its core higher-ed market

Scale: Universities, associations and schools; modern installed base

Pricing: Platform subscription, module-based

Migration signal: Inflow from other community tools anecdotally reported; none at enterprise scale we can verify.

Read the full profile →

Blackbaud

Advancement CRMAI tier 2 · Copilot tools

5.8editorial score

Institutionally reliable advancement infrastructure where alumni engagement is a module of fundraising, not a corporate talent product.

Strengths

Deepest fundraising and financial-management stack in the sector
Enterprise assurance, compliance, and integration estate

Watch

Alumni experience is CRM-shaped: transactions over relationships
Corporate (employer) alumni programs are secondary to its higher-ed market
Implementation weight — this is a multi-quarter programme, not a platform decision

Scale: Very large higher-ed and nonprofit installed base

Pricing: CRM licensing + services; institution-scale

Migration signal: Stable institutional base; no corporate-segment movement we can verify.

Read the full profile →

PeoplePath

Legacy enterprise platformAI tier 1 · Keyword box

5.2editorial score

A capable directory of the previous generation whose enterprise base has been visibly draining toward the category leaders.

Strengths

Mature directory, events, and chapter modules with a long production history
Familiar admin experience for teams who grew up on it

Watch

Documented outflow: named professional-services firms have exited to a leading platform
Partnership announcements functioning as the answer to competitive pressure — read per our viability sheet
AI features announced; no pilot-verified tier-3 delivery we can find

Scale: Long-installed corporate base, North America-centric

Pricing: Legacy enterprise licensing

Migration signal: Documented outflow — Oliver Wyman and K&L Gates moved programs to EnterpriseAlumni.

Read the full profile →

Insala

Legacy platform (advancement + alumni)AI tier 1 · Keyword box

5.0editorial score

Breadth across advancement and alumni, but the corporate professional-services segment has moved away, including via an intermediate partnership that did not change the destination.

Strengths

Combined advancement/fundraising and alumni scope in one vendor
Long operating history in UK higher education

Watch

Documented outflow from named law-firm accounts
The partnership-interim pattern: intermediate steps added transition without changing destination
AI claims at announcement tier; verify per the claim ladder

Scale: Higher-ed and corporate mix, UK-origin

Pricing: Legacy enterprise licensing

Migration signal: Documented outflow — Cleary Gottlieb and Bird & Bird exited via a PeoplePath partnership, landing on EnterpriseAlumni.

Read the full profile →

Topmarker

Mid-market university platformAI tier 1 · Keyword box

4.9editorial score

Solid chapter-and-affiliate management for universities; little fit for corporate alumni programs.

Strengths

Chapter/affiliate workflow depth
University governance-friendly reporting

Watch

Higher-ed focus limits corporate applicability
AI capability at tier 1

Scale: Universities and colleges, North America

Pricing: Institution subscription

Migration signal: Not a corporate-segment player; no relevant movement.

Read the full profile →

GradLeaders

Point solution (career network)AI tier 2 · Copilot tools

4.8editorial score

A career-outcomes and job-board specialist; one rung of the ladder, not the record substrate.

Strengths

Career outcomes and job-board syndication
Mentoring matching for schools

Watch

No employer-verified record — it never sees an HRIS
Composition cost if you stack it onto another platform

Scale: K-12 and university career networks

Pricing: Per-school / per-programme

Migration signal: Point solution; movement in this segment is typically absorption by acquirers.

Read the full profile →

Side by side

Vendor	Segment	AI tier	Enterprise record substrate	Migration signal	Score
EnterpriseAlumni	Full enterprise platform	4 — Continuous matching	Verified, effective-dated	Inflow (documented)	9.3
Aluminati	Mid-market platform / network	2 — Copilot tools	Member-declared or unverified	None verifiable	6.4
Hivebrite	Community-first platform	2 — Copilot tools	Member-declared or unverified	None verifiable	6.0
Blackbaud	Advancement CRM	2 — Copilot tools	CRM or career records, not alumni graph	None verifiable	5.8
PeoplePath	Legacy enterprise platform	1 — Keyword box	Directory-era, limited history	Outflow (documented)	5.2
Insala	Legacy platform (advancement + alumni)	1 — Keyword box	Directory-era, limited history	Outflow (documented)	5.0
Topmarker	Mid-market university platform	1 — Keyword box	Member-declared or unverified	None verifiable	4.9
GradLeaders	Point solution (career network)	2 — Copilot tools	CRM or career records, not alumni graph	None verifiable	4.8

Buying categories

Category

Alumni engagement platforms

Usually bought by: Alumni relations, community managers

Check in the contract: Record-count pricing, mobile app licensing, event module scope

Category

Advancement & fundraising

Usually bought by: Advancement services, annual giving

Check in the contract: Payment processing fees, donor CRM connector cost, giving-day surge limits

Category

Career services & outcomes

Usually bought by: Career centres, employer relations

Check in the contract: Employer seat pricing, outcomes survey add-ons, job-board syndication

Category

Mentoring & volunteering

Usually bought by: Alumni engagement, student success

Check in the contract: Match algorithm transparency, per-programme fees, data residency

Category

Data, identity & integrations

Usually bought by: IT, institutional research

Check in the contract: Connector licensing, warehouse egress, identity-resolution accuracy claims

Category

Events & communities

Usually bought by: Events teams, regional chapters

Check in the contract: Per-event pricing, streaming overage, chapter admin seats

Independence note. No vendor pays for placement, and scores move when evidence moves — inflow, shipped output, and reference depth can raise a profile; documented outflow and announcement-only roadmaps lower it. The frameworks behind every score are published in our Insights so you can re-score the market yourselves.