Data as of Aug 25, 2026 · Based on 965 AI responses · Shares cover the last 30 days · See how Parse measures this
College Admissions and Career Platforms
Parse
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Salesforce holds its top position as the most-cited platform for higher education CRMs. However, for high school college and career readiness platforms specifically, newcomer has established itself as the dominant recommendation.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | The most-cited enterprise CRM for the full student lifecycle. | 28% | |
| 2 | A leading student-friendly platform for college and career discovery. | 27% | |
| 3 | Frequently called the 'gold standard' CRM built specifically for admissions. | 27% | |
| 4 | A comprehensive 'one-stop shop' for college and career readiness. | 25% | |
| 5 | Praised for its engaging, student-centered career exploration tools. | 24% | |
| 6 | An AI-powered CRM for modern student engagement and recruitment. | 23% | |
| 7 | 23% | ||
| 8 | 20% | ||
| 9 | 19% | ||
| 10 | A top-cited boutique consultant for its Ivy League admissions strategy. | 18% | |
| 11 | 17% | ||
| 12 | 17% | ||
| 13 | Often suggested as a budget-friendly CRM for marketing-led recruitment. | 17% | |
| 14 | A global admissions consultancy with a rising profile for Ivy League applications. | 16% | |
| 15 | 12% | ||
| 16 | 12% | ||
| 17 | 12% | ||
| 18 | 11% | ||
| 19 | 10% | ||
| 20 | 9% | ||
| 21 | 8% | ||
| 22 | 7% | ||
| 23 | 7% | ||
| 24 | 7% | ||
| 25 | 7% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
reddit.com is the page AI reaches for most here, cited in 32% of analyzed answers.
Moved from rank #5 to #2 overall between Oct 2025 and Mar 2026.
“An option for admissions and enrollment management.” → “The dominant 'gold standard' for university admissions.”
Declined from the top-cited Ivy League Consultant in late 2025.
Dropped from rank #3 to #5 in overall mentions between Oct 2025 and Mar 2026.
Rose from unmentioned to become the top-cited consultant by early 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 27% | 20% | ||
| 0% | 29% | ||
| 27% | 29% | ||
| 27% | 24% | ||
| 10% | 29% |
The two models disagree most about Solomon Admissions Consulting (ChatGPT #19, Google #3) and Ellucian (ChatGPT #7, Google #22).
Across 965 AI responses, Salesforce is mentioned most, named in 28% of them, followed by Scoir (27%) and Technolutions (27%).
Parse measures each brand's mention rate — the share of answers naming it — across 965 AI responses to this market's buyer questions over the last 30 days. Answers are collected daily and the ranking is re-measured on the same 30-day window.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI responses consistently recommend a core group of modern platforms, with Scoir,
SchooLinks, and
Xello emerging as the top choices by late 2025. These are praised for being student-centric and comprehensive, covering both college and career pathways. Older platforms like Naviance by
are still mentioned but are often framed as legacy solutions.
As a School Counselor, what is the best college and career readiness platform for our high school?
AI responses consistently recommend a core group of modern platforms, with Scoir,
SchooLinks, and
Xello emerging as the top choices by late 2025. These are praised for being student-centric and comprehensive, covering both college and career pathways. Older platforms like Naviance by are still mentioned but are often framed as legacy solutions.
Salesforce Education Cloud is consistently positioned as the top enterprise-grade solution for the entire student lifecycle. Throughout the observed period, AI models also consistently recommend more specialized platforms, positioning ' as the leader for admissions and for AI-driven marketing and engagement.
Brands mentioned
Brands mentioned
Which higher-ed CRM should I choose?
Salesforce Education Cloud is consistently positioned as the top enterprise-grade solution for the entire student lifecycle. Throughout the observed period, AI models also consistently recommend more specialized platforms, positioning
Technolutions'
Slate as the leader for admissions and
Element451 for AI-driven marketing and engagement.
The market map
Recommended by need