Benefits Verification
Query this niche via MCP
market_report({ query: "Benefits Verification", response_mode: "summary" })Agents · median
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleNo providers priced at the All tier yet.
All plans
0 pricedProvidervs its cohort medianMonthly
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Benefits Verification (latest observation 2026-10-25T04:20:53.032Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its
by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
"niche": "benefits-verification",
"parent_sector": "healthcare-ops",
"provider_type_pricing": {
"slug": "benefits-verification",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
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},
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},
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"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",
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"veterinary-triage"
],
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{
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},
{
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},
{
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]
},
{
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]
},
{
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},
{
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},
{
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]
},
{
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{
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},
{
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]
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],
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{
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{
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{
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{
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{
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"index": 100,
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{
"day": "2026-10-11",
"index": 100,
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{
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"index": 100,
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{
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"index": 100,
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{
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{
"day": "2026-10-15",
"index": 100,
"pairs": 0,
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{
"day": "2026-10-16",
"index": 100,
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},
{
"day": "2026-10-17",
"index": 100,
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{
"day": "2026-10-18",
"index": 100,
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{
"day": "2026-10-19",
"index": 100,
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{
"day": "2026-10-20",
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{
"day": "2026-10-21",
"index": 100,
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},
{
"day": "2026-10-22",
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{
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{
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{
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],
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"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."
},
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"short_summary": "Places outbound calls to medical provider offices on behalf of insurance organizations to verify patient details, confirm provider information, and request med…",
"price": {
"commercial": {
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{
"line": "Estimated Voice Agent",
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{
"line": "Estimated Text Agent",
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],
"currency": "USD",
"lines": [
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"name": "Free Trial",
"price": "Free trial",
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{
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"kind": "usage_rate",
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{
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"monthly_usd": null,
"headline": "$150 per unit; $0.06 per min (usage-based)",
"summary": "$150 per unit; $0.06 per min (usage-based). Syllable offers a limited free trial followed by metered pay-as-you-go pricing, with estimated voice and text usage rates shown on the pricing page."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "credflow_ai_credentialing_made",
"name": "CredFlow AI",
"url": "https://credflow.ai/",
"short_summary": "automates healthcare provider credentialing, primary source verification (PSV), payer enrollment, and provider network monitoring",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No reliable public pricing or billing terms were found on the homepage."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "just_add_ai",
"name": "AI expertise for customer inquiries, documents, invoice verification",
"url": "https://justadd.ai/en/ai-in-health/",
"short_summary": "Provides custom AI solutions for healthcare/insurance: answering customer inquiries, knowledge management, generating medical history reports, verifying invoic…",
"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": "medium",
"upvotes": 0
},
{
"agent_id": "toothy_ai",
"name": "Toothy Ai",
"url": "https://toothy.ai/",
"short_summary": "Automates dental insurance verification and billing/revenue cycle management—from eligibility verification to clean claim submission, payment posting, and AR f…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Unlimited Verification",
"price": "Get a quote",
"kind": "custom"
},
{
"name": "Usage-Based",
"price": "Get a quote",
"kind": "custom"
}
]
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). Toothy publishes no numeric prices; plans are tailored to practice size, appointment volume, payer mix, and verification usage and require a quote or demo."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "verify_ai",
"name": "Verify AI",
"url": "https://aiagentstore.ai/ai-agent/verify-ai",
"short_summary": "automates verification of patient insurance benefits by directly communicating with insurers, performing eligibility checks and flagging discrepancies",
"price": {
"commercial": {
"entry_offer": {
"line": "Verify AI (Thoughtful AI EVA)",
"monthly_native": 29,
"monthly_usd": 29,
"commitment": "monthly",
"basis": "$29/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Verify AI (Thoughtful AI EVA)",
"price": "$29/mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 29,
"monthly_usd": 29,
"headline": "From $29/mo",
"summary": "From $29/mo. Verify AI (Thoughtful AI EVA) is listed at $29/mo for automating healthcare eligibility and benefits verification."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "health_harbor",
"name": "Health Harbor",
"url": "https://healthharbor.co/",
"short_summary": "AI agent that calls health insurance companies on behalf of healthcare providers to handle benefit verifications, prior authorizations, and claim follow-ups. N…",
"price": {
"commercial": {
"entry_offer": {
"line": "Team",
"monthly_native": 99,
"monthly_usd": 99,
"commitment": "monthly",
"basis": "$99/month",
"billing_verified": true
},
"rates": [
{
"line": "Standard",
"per": "per call",
"text": "$4 per call"
},
{
"line": "Pay as you go",
"per": "per call",
"text": "$1 per call"
}
],
"currency": "USD",
"lines": [
{
"name": "Standard",
"price": "$4.00 per call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
},
{
"name": "Pay as you go",
"price": "$1.00 per call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
},
{
"name": "Team",
"price": "$99 per team member / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": 99,
"monthly_usd": 99,
"headline": "From $99/mo",
"summary": "From $99/mo. Health Harbor offers usage-based plans at $1.00 or $4.00 per call, plus a $99 per team member monthly Copilot plan and custom enterprise options."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "magical_benefits_verification",
"name": "Magical Benefits Verification",
"url": "https://getmagical.com/agents/benefits-verification",
"short_summary": "Production-ready AI agent that automates healthcare benefits verification, eligibility checks, and patient responsibility calculations. Integrates with EHR and…",
"price": {
"commercial": {
"currency": "USD",
"lines": []
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). Magical presents healthcare AI agents and directs prospective customers to contact sales or book a demo for pricing."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "stedi_healthcare_mcp",
"name": "Stedi Healthcare",
"url": "https://stedi.com/docs/healthcare/mcp-server",
"short_summary": "Model Context Protocol server that enables AI agents to perform healthcare eligibility checks through Stedi's platform. Provides tools for payer lookup, eligib…",
"price": {
"commercial": {
"rates": [
{
"line": "Eligibility checks",
"per": "per eligibility",
"text": "$0.3 per eligibility"
},
{
"line": "Insurance discovery",
"per": "per discovery",
"text": "$1.5 per discovery"
},
{
"line": "MBI lookups",
"per": "per MB",
"text": "$1 per MB"
},
{
"line": "Coordination of benefits",
"per": "per cob",
"text": "$1 per cob"
},
{
"line": "Claim submission",
"per": "per claim",
"text": "$0.3 per claim"
},
{
"line": "ERAs",
"per": "per claim",
"text": "$0.2 per claim"
},
{
"line": "Real-time claim status checks",
"per": "per claim",
"text": "$0.3 per claim"
},
{
"line": "Agentic Discovery",
"per": "per discovery",
"text": "$1 per discovery"
}
],
"currency": "USD",
"lines": [
{
"name": "Eligibility checks",
"price": "$0.30 per eligibility check",
"kind": "usage_rate",
"unit": "eligibility",
"billed": "usage"
},
{
"name": "Insurance discovery",
"price": "$1.50 per discovery check",
"kind": "usage_rate",
"unit": "discovery",
"billed": "usage"
},
{
"name": "MBI lookups",
"price": "$1 per MBI lookup",
"kind": "usage_rate",
"unit": "MB",
"billed": "usage"
},
{
"name": "Coordination of benefits",
"price": "$1 per COB check",
"kind": "usage_rate",
"unit": "cob",
"billed": "usage"
},
{
"name": "Claim submission",
"price": "$0.30 per claim submission",
"kind": "usage_rate",
"unit": "claim",
"billed": "usage"
},
{
"name": "ERAs",
"price": "$0.20 per adjudicated claim",
"kind": "usage_rate",
"unit": "claim",
"billed": "usage"
},
{
"name": "Real-time claim status checks",
"price": "$0.30 per claim status check",
"kind": "usage_rate",
"unit": "claim",
"billed": "usage"
},
{
"name": "Agentic Discovery",
"price": "$1 per discovery check",
"kind": "usage_rate",
"unit": "discovery",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0.3 per eligibility; $1.5 per discovery (usage-based)",
"summary": "$0.3 per eligibility; $1.5 per discovery (usage-based). Stedi publicly lists tiered US-dollar usage rates by healthcare transaction type, with prices decreasing as monthly volume increases."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "transcure_ai_agents",
"name": "Transcure Ai Agents",
"url": "https://transcure.net/medical-billing/services/ai-agents",
"short_summary": "AI agents for medical billing automation that handle prior authorizations, denials, and repetitive RCM tasks. Includes ELIXA for eligibility verification and P…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "AI Agents",
"price": "$0",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. The homepage's structured data lists the AI Agents offering at $0, but provides no billing period or detailed public plan pricing."
},
"home_niche": "claims-denial-management",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/benefits-verification",
"summary": {
"niche": "benefits-verification",
"sector": "healthcare-ops",
"pricing_by_provider_type": {
"headline": "No published benchmark for benefits-verification yet — too few comparable priced providers.",
"benchmarks": [],
"warnings": [
"No priced providers meet the benchmark bar for this scope."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "benefits-verification"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/benefits-verification",
"counts": {
"listings_with_price_capture": 8,
"listings_with_observed_public_price": 6,
"providers_with_numeric_monthly_price_latest_scan": null,
"like_for_like_comparable_pairs": null
},
"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": "single_observation",
"pricing_by_tier": null,
"single_observations": [
{
"tier": "pro",
"unit": "flat",
"provider": "verify_ai",
"monthly_usd": 29
}
],
"pricing_coverage": {
"listings_with_price_capture": 8,
"listings_with_observed_public_price": 6,
"normalized_observations": 1,
"comparable_providers": 1,
"strict_cohorts": 0,
"exclusion_reasons": {
"usage_not_monthly": 13,
"ambiguous_cadence": 4,
"unrankable_or_unparseable": 1
}
},
"pricing_note": "Only ONE provider in this market publishes a comparable price — returned as a single observation, NOT a benchmark, median or fair price. See adjacent_pricing or confirm the market to widen the sample.",
"pricing_excluded_observations": {
"usage_not_monthly": 13,
"ambiguous_cadence": 4,
"unrankable_or_unparseable": 1
},
"billing_mix": {
"usage": 3,
"subscription": 1,
"contact_sales": 2
},
"free_tier_share": 0,
"top_providers": [
{
"agent_id": "syllable_medical_records",
"name": "Syllable Medical Records Agent",
"price": {
"commercial": {
"rates": [
{
"line": "Metered Pay-As-You-Go",
"per": "per unit",
"text": "$150 per unit"
},
{
"line": "Estimated Voice Agent",
"per": "per min",
"text": "$0.06 per min"
},
{
"line": "Estimated Text Agent",
"per": "per message",
"text": "$0.01 per message"
}
],
"currency": "USD",
"lines": [
{
"name": "Free Trial",
"price": "Free trial",
"kind": "trial"
},
{
"name": "Metered Pay-As-You-Go",
"price": "$150 prepayment",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Estimated Voice Agent",
"price": "$0.0600/min",
"kind": "usage_rate",
"unit": "min",
"billed": "usage"
},
{
"name": "Estimated Text Agent",
"price": "$0.0128/message",
"kind": "usage_rate",
"unit": "message",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$150 per unit; $0.06 per min (usage-based)",
"summary": "$150 per unit; $0.06 per min (usage-based). Syllable offers a limited free trial followed by metered pay-as-you-go pricing, with estimated voice and text usage rates shown on the pricing page."
},
"observed": true
},
{
"agent_id": "credflow_ai_credentialing_made",
"name": "CredFlow AI",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No reliable public pricing or billing terms were found on the homepage."
},
"observed": false
},
{
"agent_id": "just_add_ai",
"name": "AI expertise for customer inquiries, documents, invoice verification",
"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."
},
"observed": false
},
{
"agent_id": "toothy_ai",
"name": "Toothy Ai",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Unlimited Verification",
"price": "Get a quote",
"kind": "custom"
},
{
"name": "Usage-Based",
"price": "Get a quote",
"kind": "custom"
}
]
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). Toothy publishes no numeric prices; plans are tailored to practice size, appointment volume, payer mix, and verification usage and require a quote or demo."
},
"observed": true
},
{
"agent_id": "verify_ai",
"name": "Verify AI",
"price": {
"commercial": {
"entry_offer": {
"line": "Verify AI (Thoughtful AI EVA)",
"monthly_native": 29,
"monthly_usd": 29,
"commitment": "monthly",
"basis": "$29/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Verify AI (Thoughtful AI EVA)",
"price": "$29/mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 29,
"monthly_usd": 29,
"headline": "From $29/mo",
"summary": "From $29/mo. Verify AI (Thoughtful AI EVA) is listed at $29/mo for automating healthcare eligibility and benefits verification."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "benefits-verification"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "benefits-verification",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "syllable_medical_records"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "syllable_medical_records"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
2 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Verify AIautomates verification of patient insurance benefits by directly communicating with insurers, performing eligibility checks and flagging discrepancies
Health HarborAI agent that calls health insurance companies on behalf of healthcare providers to handle benefit verifications, prior authorizations, and claim follow-ups. N…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.