College Admissions Screening
Query this niche via MCP
niche_report({ niche: "college-admissions-screening" })Agents · median
$20/mo
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $20
dreamyuni · $19
Orbit Ai Counselor · $20
college_admissions_amp_course_ · $499
$25
$50
$100
$250
$500
AgentsMCP serversshaded = middle half · line = median
All plans
3 pricedProvidervs its cohort medianMonthly
dreamyuniagent
$19 ~median
Orbit Ai Counseloragent
$20 ~median
college_admissions_amp_course_agent
$499 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
"niche": "college-admissions-screening",
"parent_sector": "education",
"provider_type_pricing": {
"slug": "college-admissions-screening",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
"median": 19,
"p25": null,
"p75": null,
"providers": 5
},
"by_provider_type": {
"agent": {
"median": 19.5,
"p25": null,
"p75": null,
"providers": 4,
"publishable": true,
"confidence": "provisional"
},
"mcp": {
"median": null,
"p25": null,
"p75": null,
"providers": 1,
"publishable": false,
"confidence": "insufficient",
"reason": "Fewer than three comparable priced MCP servers are available."
}
},
"recommended_cohort": null,
"recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
"fallback_context": null,
"context_note": null
},
"crowding_level": "sparse",
"observed_node_count": 1,
"adjacent_niches": [
"tutoring-subject-specific",
"ai-language-tutor",
"essay-grading-feedback",
"corporate-l-and-d",
"ai-music-tutor",
"corporate-training-agent"
],
"market_pulse": {
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"drivers": [
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"price_move_30d_pct": 30.5,
"money_share": 0.42857142857142855,
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"alive_share": 1
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"price_move": {
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"comparable_agents": 5,
"quarantined_agents": 0,
"confidence": "high",
"published": {
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"tier_own_move": {
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"m": {
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},
"tier_agents": {
"individual": 2,
"pro": 4,
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"obs_range": {
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"tier_obs_range": {
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},
"pricing": {
"sampleSize": 13,
"observed": 7,
"byPersona": {
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},
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},
"byTierCohorts": {
"status": "ok",
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"currency": "USD",
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"provider_count": 4,
"plan_observation_count": 4,
"data_confidence": 0.31,
"data_confidence_basis": {
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"provider_count": 4,
"plan_observation_count": 4
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"reliability": "low",
"members": [
{
"provider": "studiepoint_ai",
"usd": 6.93
},
{
"provider": "dreamyuni",
"usd": 19
},
{
"provider": "orbit_ai_counselor",
"usd": 20
},
{
"provider": "college_admissions_amp_course_",
"usd": 499
}
]
}
],
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"one_time": 2
},
"evidence": {
"status": "ok",
"single_observations": [],
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 5,
"offers": [
{
"provider": "college_admissions_amp_course_",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$499/mo",
"monthly_usd": 499
},
{
"provider": "dreamyuni",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$19 /month",
"monthly_usd": 19
},
{
"provider": "orbit_ai_counselor",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$20/mo",
"monthly_usd": 20
},
{
"provider": "studiepoint_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "₦128,000/ year",
"monthly_usd": 6.93
},
{
"provider": "unive",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$19/month",
"monthly_usd": 19
}
]
},
{
"billing": "one_time",
"unit": "flat",
"count": 2,
"offers": [
{
"provider": "admit_ai",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$300 one-time purchase",
"monthly_usd": null
},
{
"provider": "studiepoint_ai",
"tier": "enterprise",
"billing": "one_time",
"unit": "flat",
"price": "₦56,000/ 90 days",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 2,
"offers": [
{
"provider": "college_admissions_amp_course_",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom Pricing",
"monthly_usd": null
},
{
"provider": "orbit_ai_counselor",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact for pricing",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 6,
"normalized_observations": 5,
"comparable_providers": 5,
"strict_cohorts": 1,
"exclusion_reasons": {
"ambiguous_cadence": 2,
"one_time": 2
}
}
}
},
"billingMix": {
"free": 1,
"freemium": 5,
"subscription": 1
},
"freeTierShare": 0.86,
"medianLowestUsd": 19
},
"movement": {
"niche": "college-admissions-screening",
"sector": "education",
"pricedNow": 5,
"pairs": 4,
"repriced": [
{
"handle": "studiepoint_ai",
"from": 7.83,
"to": 7.82,
"pct": -0.1
}
],
"newlyPriced": [
"orbit_ai_counselor"
],
"droppedFromPriced": [],
"likeForLikePct": 0,
"kind": "mixed",
"narrative": "Repricing + composition: 1 agent repriced — all down (avg 0%); 1 newly published pricing."
},
"index_series": {
"series": [
{
"day": "2026-07-08",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-09",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-10",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-11",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-12",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-07-13",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-14",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-15",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-16",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-17",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-18",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-19",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-20",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-21",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-22",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-23",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-24",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-07-25",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-26",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-27",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-30",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-07-31",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-01",
"index": 100,
"pairs": 4,
"dayChangePct": 0
},
{
"day": "2026-08-02",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-08-03",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 6,
"dayChangePct": 0
}
],
"latest": 100,
"day_change_pct": 0,
"methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
},
"top_agents": [
{
"agent_id": "oca",
"name": "Open Campus Advisor",
"url": "https://opencampusadvisor.org/",
"short_summary": "provides academic navigation and course search across US colleges and universities",
"price": {
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Structured data lists a 0USD offer, but no plan details or billing period are publicly displayed."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "college_admissions_amp_course_",
"name": "AI Agent for College Admissions and Course Information",
"url": "https://hellotars.com/ai-agents/college-admission-course-information-ai-agent",
"short_summary": "Acts as a 24/7 college admissions advisor that provides course information, answers admission requirements, collects application data, routes inquiries to depa…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 499,
"monthly_usd": 499,
"headline": "Free tier, then from $499/mo",
"summary": "Free tier, then from $499/mo. Tars offers a freemium plan at $0/mo (50 conversations), Premium at $499/mo, and custom Enterprise pricing."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "studiepoint_ai",
"name": "Studiepoint Ai",
"url": "https://studiepoint.ai",
"short_summary": "Search 210 full-ride + 100 full-tuition scholarships and 113 affordable EU Universities across 32 countries. Convert African GPA (13 grading systems, 54 countr…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 7.82,
"monthly_usd": 0.01,
"headline": "Free tier, then from $7.82/mo",
"summary": "Free tier, then from $7.82/mo. StudiePoint offers a permanent free tier, a ₦56,000 one-time 90-day Season Pass, and a ₦128,000 annual Pro plan, with USD payment alternatives available."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "admit_ai",
"name": "Admit Ai",
"url": "https://admit-ai.com/",
"short_summary": "AI-powered college counseling workspace for schools and counseling teams. Supports essay feedback, college research, recommendation letter drafts, interview pr…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free tier + paid plans (price not published)",
"summary": "Admit AI offers a free student plan, a $300 one-time student plan with unlimited access, and school and district plans with details available separately."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "dreamyuni",
"name": "Dreamyuni",
"url": "https://dreamyuni.ai/",
"short_summary": "AI-powered college admissions copilot providing personalized SAT prep, essay assistance, extracurricular guidance, and admission predictions for students apply…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 19,
"monthly_usd": 19,
"headline": "Free tier, then from $19/mo",
"summary": "Free tier, then from $19/mo. DreamyUni offers a free plan with limited weekly credits and an Unlimited plan at $19 per month."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "gaokao_advisor",
"name": "Gaokao Advisor",
"url": "https://github.com/Zylcyl/gaokao-advisor",
"short_summary": "AI agent for Chinese college entrance exam (gaokao)志愿 (major/school selection). Multi-skill coordinated system that adapts to 12 student scenarios, uses policy…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing was observed for gaokao-advisor in the supplied repository content."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "ivy_os_ai_copilot",
"name": "Ivy Os Ai Copilot",
"url": "https://ivy-os.io/platform/ai-copilot",
"short_summary": "AI assistant integrated into university admissions CRM systems. Drafts personalized communications, triages leads, surfaces at-risk applicants, and generates p…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is available; the linked pricing page returns a 404 error."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "kaoyan_navigator_skill",
"name": "Kaoyan Navigator Skill",
"url": "https://github.com/mcxiaoxiao/kaoyan-navigator-skill",
"short_summary": "AI agent skill for Chinese graduate school selection. Researches admission data (cutoff scores, quotas, recommendations) from official sources and generates ri…",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "mcp_college_counselor",
"name": "Mcp College Counselor",
"url": "https://github.com/sdivyanshu90/mcp-college-counselor",
"short_summary": "Open-source agentic system that scrapes university admissions data, normalizes it into SQLite, exposes MCP tools, and uses an LLM to generate personalized admi…",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "GitHub publicly lists Free at $0, Team at $4, and Enterprise starting at $21 per user per month."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "nurix_education",
"name": "Nurix Education",
"url": "https://nurix.ai/industry/ai-agents-for-education",
"short_summary": "Conversational AI agents for educational institutions that handle student inquiries, admissions support, and enrollment processes. Provides 24/7 availability a…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [],
"page_url": "https://agentery.com/market/college-admissions-screening",
"summary": {
"niche": "college-admissions-screening",
"sector": "education",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $20/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 3,
"reliability": "low",
"median": 20,
"p25": null,
"p75": null,
"status": "median_only"
}
],
"warnings": [
"This niche currently has sufficient agent pricing but insufficient MCP pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "college-admissions-screening"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/college-admissions-screening",
"counts": {
"listings_with_price_capture": 13,
"listings_with_observed_public_price": 7,
"providers_with_numeric_monthly_price_latest_scan": 5,
"like_for_like_comparable_pairs": 4
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": false,
"value_pct": null,
"held_reason": null
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 19.5,
"provider_count": 4,
"plan_observation_count": 4,
"data_confidence": 0.31,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.2,
"provider_count": 4,
"plan_observation_count": 4
},
"reliability": "low",
"members": [
{
"provider": "studiepoint_ai",
"usd": 6.93
},
{
"provider": "dreamyuni",
"usd": 19
},
{
"provider": "orbit_ai_counselor",
"usd": 20
},
{
"provider": "college_admissions_amp_course_",
"usd": 499
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 13,
"listings_with_observed_public_price": 7,
"normalized_observations": 5,
"comparable_providers": 5,
"strict_cohorts": 1,
"exclusion_reasons": {
"ambiguous_cadence": 2,
"one_time": 2
}
},
"pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
"pricing_excluded_observations": {
"ambiguous_cadence": 2,
"one_time": 2
},
"billing_mix": {
"free": 1,
"freemium": 5,
"subscription": 1
},
"free_tier_share": 0.86,
"top_providers": [
{
"agent_id": "oca",
"name": "Open Campus Advisor",
"price": {
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Structured data lists a 0USD offer, but no plan details or billing period are publicly displayed."
},
"observed": true
},
{
"agent_id": "college_admissions_amp_course_",
"name": "AI Agent for College Admissions and Course Information",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 499,
"monthly_usd": 499,
"headline": "Free tier, then from $499/mo",
"summary": "Free tier, then from $499/mo. Tars offers a freemium plan at $0/mo (50 conversations), Premium at $499/mo, and custom Enterprise pricing."
},
"observed": true
},
{
"agent_id": "studiepoint_ai",
"name": "Studiepoint Ai",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 7.82,
"monthly_usd": 0.01,
"headline": "Free tier, then from $7.82/mo",
"summary": "Free tier, then from $7.82/mo. StudiePoint offers a permanent free tier, a ₦56,000 one-time 90-day Season Pass, and a ₦128,000 annual Pro plan, with USD payment alternatives available."
},
"observed": true
},
{
"agent_id": "admit_ai",
"name": "Admit Ai",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free tier + paid plans (price not published)",
"summary": "Admit AI offers a free student plan, a $300 one-time student plan with unlimited access, and school and district plans with details available separately."
},
"observed": true
},
{
"agent_id": "dreamyuni",
"name": "Dreamyuni",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 19,
"monthly_usd": 19,
"headline": "Free tier, then from $19/mo",
"summary": "Free tier, then from $19/mo. DreamyUni offers a free plan with limited weekly credits and an Unlimited plan at $19 per month."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "college-admissions-screening"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "college-admissions-screening",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "oca"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "oca"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
7 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Open Campus Advisorprovides academic navigation and course search across US colleges and universities
Studiepoint AiSearch 210 full-ride + 100 full-tuition scholarships and 113 affordable EU Universities across 32 countries. Convert African GPA (13 grading systems, 54 countr…
DreamyuniAI-powered college admissions copilot providing personalized SAT prep, essay assistance, extracurricular guidance, and admission predictions for students apply…Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.