AI Restaurant POS
Query this niche via MCP
niche_report({ niche: "ai-restaurant-pos" })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.
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": "ai-restaurant-pos",
"parent_sector": "hospitality",
"provider_type_pricing": {
"slug": "ai-restaurant-pos",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
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"confidence": "insufficient",
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},
"mcp": {
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"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": "empty",
"observed_node_count": 0,
"adjacent_niches": [
"hotel-concierge-agent",
"restaurant-operations",
"ai-travel-concierge",
"ai-event-planning"
],
"market_pulse": {
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"enterprise money present",
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"min": 149,
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"stdev": 106.07,
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"rejected": {
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"evidence": {
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"single_observations": [
{
"tier": "individual",
"unit": "flat",
"provider": "synchub_lightspeed",
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{
"tier": "pro",
"unit": "flat",
"provider": "synchub_lightspeed",
"monthly_usd": 74
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{
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"unit": "flat",
"provider": "synchub_lightspeed",
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],
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 5,
"offers": [
{
"provider": "synchub_lightspeed",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$10/mth",
"monthly_usd": 10
},
{
"provider": "synchub_lightspeed",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49/mth",
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{
"provider": "synchub_lightspeed",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$99/mth",
"monthly_usd": 99
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{
"provider": "synchub_lightspeed",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$149/mth",
"monthly_usd": 149
},
{
"provider": "synchub_lightspeed",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$299/mth",
"monthly_usd": 299
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "bite_buddy",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact sales",
"monthly_usd": null
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]
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],
"coverage": {
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"normalized_observations": 5,
"comparable_providers": 1,
"strict_cohorts": 0,
"exclusion_reasons": {
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}
}
},
"billingMix": {
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"contact_sales": 1,
"subscription": 1
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"freeTierShare": 0,
"medianLowestUsd": 10
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"movement": null,
"index_series": {
"series": [
{
"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": 1,
"dayChangePct": 0
},
{
"day": "2026-07-22",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-07-23",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-24",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-25",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-26",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-27",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-30",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-31",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-01",
"index": 100,
"pairs": 3,
"dayChangePct": 0
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{
"day": "2026-08-02",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-03",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-08",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-11",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-12",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-13",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-14",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-15",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 100,
"pairs": 3,
"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": "tischanruf",
"name": "Tischanruf",
"url": "https://tischanruf.com",
"short_summary": "Tischanruf turns a natural-language request into a real phone reservation. Say \"book a table for four at Luigi tomorrow at 7,\" and an AI voice agent calls the…",
"price": {
"observed": false,
"billing": "failed_to_load",
"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": "ai_menu",
"name": "Ai Menu",
"url": "https://ai-menu.com/",
"short_summary": "Restaurant technology platform for hospitality venues, combining POS, ordering, payments, bookings, reporting, and AI automation. Includes an AI phone agent fo…",
"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
},
{
"agent_id": "aldelo_express",
"name": "Aldelo Express",
"url": "https://aldelo.com/restaurant-pos",
"short_summary": "Cloud-based restaurant POS system with AI-powered features including voice ordering, call handling agent, menu building, and customer service automation for fu…",
"price": {
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Aldelo Express POS is presented as included when processing payments through Aldelo Pay, but no public payment-processing rate is shown and buyers are directed to contact sales."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "bite_buddy",
"name": "Bite Buddy",
"url": "https://bitebuddy.ai/restaurant-ai-agent",
"short_summary": "AI voice agent for restaurants that handles phone calls, takes orders, manages reservations, and integrates with POS systems. Provides 24/7 service with <1s re…",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "Bite Buddy uses usage-based pricing of $0–$1.50 per order, with enterprise contract pricing available by contacting sales."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "synchub_lightspeed",
"name": "Synchub Lightspeed",
"url": "https://synchub.io/connectors/kounta/mcp",
"short_summary": "MCP server that connects AI assistants and chatbots to real-time Lightspeed Restaurant POS (O-Series/Kounta) data. Supports natural-language queries, cross-ser…",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "From $10/mo",
"summary": "From $10/mo. SyncHub pricing starts with a $10/mth Flexi base subscription, with connector synchronization frequency priced separately from $49/mth to $299/mth."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "per_diem",
"name": "Per Diem",
"url": "https://tryperdiem.com/",
"short_summary": "Builds branded mobile ordering apps for Square-based restaurants and cafes, with loyalty rewards, order-ahead, and delivery",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 99,
"monthly_usd": 99,
"headline": "From $99/mo",
"summary": "From $99/mo. Per Diem publicly lists Starter at $99/month and Pro at $199/month, with additional-location and per-order fees also disclosed."
},
"home_niche": "restaurant-operations",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/ai-restaurant-pos",
"summary": {
"niche": "ai-restaurant-pos",
"sector": "hospitality",
"pricing_by_provider_type": {
"headline": "No published benchmark for ai-restaurant-pos 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": "ai-restaurant-pos"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/ai-restaurant-pos",
"counts": {
"listings_with_price_capture": 5,
"listings_with_observed_public_price": 3,
"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": "individual",
"unit": "flat",
"provider": "synchub_lightspeed",
"monthly_usd": 10
},
{
"tier": "pro",
"unit": "flat",
"provider": "synchub_lightspeed",
"monthly_usd": 74
},
{
"tier": "team_sme",
"unit": "flat",
"provider": "synchub_lightspeed",
"monthly_usd": 224
}
],
"pricing_coverage": {
"listings_with_price_capture": 5,
"listings_with_observed_public_price": 3,
"normalized_observations": 5,
"comparable_providers": 1,
"strict_cohorts": 0,
"exclusion_reasons": {
"ambiguous_cadence": 1
}
},
"pricing_note": "Only ONE provider in this niche publishes a comparable price — returned as a single observation, NOT a benchmark, median or fair price. See adjacent_pricing or confirm the niche to widen the sample.",
"pricing_excluded_observations": {
"ambiguous_cadence": 1
},
"billing_mix": {
"usage": 1,
"contact_sales": 1,
"subscription": 1
},
"free_tier_share": 0,
"top_providers": [
{
"agent_id": "tischanruf",
"name": "Tischanruf",
"price": {
"observed": false,
"billing": "failed_to_load",
"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": "ai_menu",
"name": "Ai Menu",
"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": "aldelo_express",
"name": "Aldelo Express",
"price": {
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Aldelo Express POS is presented as included when processing payments through Aldelo Pay, but no public payment-processing rate is shown and buyers are directed to contact sales."
},
"observed": true
},
{
"agent_id": "bite_buddy",
"name": "Bite Buddy",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "Bite Buddy uses usage-based pricing of $0–$1.50 per order, with enterprise contract pricing available by contacting sales."
},
"observed": true
},
{
"agent_id": "synchub_lightspeed",
"name": "Synchub Lightspeed",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "From $10/mo",
"summary": "From $10/mo. SyncHub pricing starts with a $10/mth Flexi base subscription, with connector synchronization frequency priced separately from $49/mth to $299/mth."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "ai-restaurant-pos"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "ai-restaurant-pos",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "tischanruf"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "tischanruf"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
1 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
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.