How we research

Alumni SaaS Marketplace is buyer-side research for the software that alumni relations, advancement and career-services teams evaluate. The aim is narrow: make the differences between platforms legible before anyone sits through a demo.

What we publish

• Category maps — what a segment contains and who typically owns the purchase.
• Pricing-model explainers — how a vendor charges, which is more durable than a list price.
• Comparison frameworks — the criteria to score against, so a shortlist is defensible.

What we do not publish

• Paid placement. No vendor can buy a listing, a ranking, or a review.
• Prices we cannot source. Where a vendor does not publish, we say so rather than estimate.
• Aggregate benchmarks we have not measured ourselves.

Corrections

Vendors and buyers are welcome to correct the record. Where a pricing model or integration detail changes, the page is updated and the change noted rather than quietly edited.