Quantity Surveying
Query this niche via MCP
niche_report({ niche: "quantity-surveying" })Agents · median
$19/mo
MCP servers · median
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $19
Beam Ai 2 · $1
Quantity Surveyor Health · $19
$5
$10
AgentsMCP serversshaded = middle half · line = median
All plans
2 pricedProvidervs its cohort medianMonthly
Beam Ai 2agent
$1 below
Quantity Surveyor Healthagent
$19 ~median
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": "quantity-surveying",
"parent_sector": "engineering-construction",
"provider_type_pricing": {
"slug": "quantity-surveying",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
"median": 19.73,
"p25": null,
"p75": null,
"providers": 1
},
"by_provider_type": {
"agent": {
"median": null,
"p25": null,
"p75": null,
"providers": 1,
"publishable": false,
"confidence": "insufficient",
"reason": "Fewer than three comparable priced Agent-economy products are available."
},
"mcp": {
"median": null,
"p25": null,
"p75": null,
"providers": 0,
"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": "empty",
"observed_node_count": 0,
"adjacent_niches": [
"construction-estimating-takeoff",
"bim-coordination",
"subcontractor-bid-comparison",
"ai-construction-pm",
"change-order-management",
"building-inspection"
],
"market_pulse": {
"pulse": 42,
"drivers": [
"enterprise money present"
],
"price_move_30d_pct": null,
"money_share": 0.3333333333333333,
"entry_rate": 0,
"alive_share": 1
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"price_move": {
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"comparable_agents": 1,
"quarantined_agents": 1,
"confidence": "insufficient",
"published": {
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"held_reason": {
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"driver": {
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"tier_contribution": {
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"pro": 0,
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},
"tier_own_move": {
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"w": {
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"m": {
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},
"tier_agents": {
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"obs_range": {
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"tier_obs_range": {
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},
"pricing": {
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"observed": 3,
"byPersona": {
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"reliability": "none",
"median": null,
"p25": null,
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"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0
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"individual": {
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"reliability": "low",
"median": 8.83,
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"p75": 12.92,
"min": 0.67,
"max": 17,
"mean": 8.84,
"stdev": 11.55,
"usageShare": 0
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"pro": {
"n": 1,
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"stdev": 0,
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"p25": null,
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"min": null,
"max": null,
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"stdev": null,
"usageShare": 0
},
"enterprise": {
"n": 1,
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"reliability": "none",
"median": null,
"p25": null,
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"min": null,
"max": null,
"mean": null,
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"usageShare": 0
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},
"byPersonaMonthly": {
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"median": null,
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"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
},
"individual": {
"nMonthly": 2,
"p25": 4.75,
"median": 8.83,
"p75": 12.92,
"confidence": "low",
"usageShare": 0,
"mixedBilling": false,
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"pro": {
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"p25": null,
"median": null,
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"confidence": "none",
"usageShare": 0,
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"p25": null,
"median": null,
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"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
},
"enterprise": {
"nMonthly": 0,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
}
},
"byTierCohorts": {
"status": "ok",
"cohorts": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 10.02,
"provider_count": 2,
"plan_observation_count": 2,
"data_confidence": 0.15,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.1,
"provider_count": 2,
"plan_observation_count": 2
},
"reliability": "low",
"members": [
{
"provider": "beam_ai_2",
"usd": 0.67
},
{
"provider": "quantity_surveyor_health",
"usd": 19.38
}
]
}
],
"rejected": {
"range": 1,
"ambiguous_cadence": 1
},
"evidence": {
"status": "ok",
"single_observations": [],
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 2,
"offers": [
{
"provider": "beam_ai_2",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$8K annual license/ trade",
"monthly_usd": 0.67
},
{
"provider": "quantity_surveyor_health",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "€17",
"monthly_usd": 19.38
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 1,
"offers": [
{
"provider": "beam_ai_2",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Talk to us for custom pricing",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 2,
"normalized_observations": 2,
"comparable_providers": 2,
"strict_cohorts": 1,
"exclusion_reasons": {
"range": 1,
"ambiguous_cadence": 1
}
}
}
},
"billingMix": {
"free": 1,
"subscription": 2
},
"freeTierShare": 0.33,
"medianLowestUsd": 22.9
},
"movement": {
"niche": "quantity-surveying",
"sector": "engineering-construction",
"pricedNow": 1,
"pairs": 1,
"repriced": [
{
"handle": "quantity_surveyor_health",
"from": 19.86,
"to": 19.73,
"pct": -0.7
}
],
"newlyPriced": [],
"droppedFromPriced": [],
"likeForLikePct": -0.7,
"kind": "repricing",
"narrative": "Genuine repricing: 1 agent repriced — all down (avg -0.7%)."
},
"index_series": {
"series": [
{
"day": "2026-08-01",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-02",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-08-03",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-08",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-09",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-10",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-11",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-12",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-13",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-14",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-15",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-16",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-17",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-18",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-19",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-20",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-21",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-22",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-23",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-24",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-25",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-26",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-27",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-28",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-29",
"index": 100,
"pairs": 1,
"dayChangePct": 0
},
{
"day": "2026-08-30",
"index": 100,
"pairs": 1,
"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": "beam_ai_2",
"name": "Beam Ai 2",
"url": "https://ibeam.ai/ai-quantity-surveying-software",
"short_summary": "AI-powered quantity surveying software that automates construction takeoffs. Extracts material quantities from project plans and specs, delivering QA-reviewed…",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "Beam AI lists annual per-trade licenses from $8K for do-it-yourself takeoffs and $15K–$25K for the Standard plan, while Enterprise pricing is custom."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "qs_ai_agent",
"name": "Qs Ai Agent",
"url": "https://gatherinsights.com/en/qs-ai-agent",
"short_summary": "AI quantity surveying agent for construction projects that analyzes site diaries to automatically detect compensation events, early warnings, and contract comp…",
"price": {
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Structured data lists an offer at 0GBP, but no plan name, billing period, or additional pricing details are publicly shown."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "quantity_surveyor_health",
"name": "Quantity Surveyor Health",
"url": "https://trustur.ai/skills/quantity-surveyor-practice-health-check/",
"short_summary": "An AI-powered business health audit for quantity surveying firms that analyzes profitability, estimating workflows, fee leakage, operational capacity, and cont…",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 19.73,
"monthly_usd": 22.9,
"headline": "From $19.73/mo",
"summary": "From $19.73/mo. The Quantity Surveyor Practice Health Check is offered for €17 for one month, including an AI-completed diagnostic report and refinement."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [],
"page_url": "https://agentery.com/market/quantity-surveying",
"summary": {
"niche": "quantity-surveying",
"sector": "engineering-construction",
"pricing_by_provider_type": {
"headline": "No published benchmark for quantity-surveying yet — too few comparable priced providers. Observed offers are listed.",
"benchmarks": [
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
0.67,
19.38
]
}
],
"warnings": [],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "quantity-surveying"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/quantity-surveying",
"counts": {
"listings_with_price_capture": 3,
"listings_with_observed_public_price": 3,
"providers_with_numeric_monthly_price_latest_scan": 1,
"like_for_like_comparable_pairs": 1
},
"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": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 10.02,
"provider_count": 2,
"plan_observation_count": 2,
"data_confidence": 0.15,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.1,
"provider_count": 2,
"plan_observation_count": 2
},
"reliability": "low",
"members": [
{
"provider": "beam_ai_2",
"usd": 0.67
},
{
"provider": "quantity_surveyor_health",
"usd": 19.38
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 3,
"listings_with_observed_public_price": 3,
"normalized_observations": 2,
"comparable_providers": 2,
"strict_cohorts": 1,
"exclusion_reasons": {
"range": 1,
"ambiguous_cadence": 1
}
},
"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": {
"range": 1,
"ambiguous_cadence": 1
},
"billing_mix": {
"free": 1,
"subscription": 2
},
"free_tier_share": 0.33,
"top_providers": [
{
"agent_id": "beam_ai_2",
"name": "Beam Ai 2",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "Beam AI lists annual per-trade licenses from $8K for do-it-yourself takeoffs and $15K–$25K for the Standard plan, while Enterprise pricing is custom."
},
"observed": true
},
{
"agent_id": "qs_ai_agent",
"name": "Qs Ai Agent",
"price": {
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Structured data lists an offer at 0GBP, but no plan name, billing period, or additional pricing details are publicly shown."
},
"observed": true
},
{
"agent_id": "quantity_surveyor_health",
"name": "Quantity Surveyor Health",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 19.73,
"monthly_usd": 22.9,
"headline": "From $19.73/mo",
"summary": "From $19.73/mo. The Quantity Surveyor Practice Health Check is offered for €17 for one month, including an AI-completed diagnostic report and refinement."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "quantity-surveying"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "quantity-surveying",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "beam_ai_2"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "beam_ai_2"
},
"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
Qs Ai AgentAI quantity surveying agent for construction projects that analyzes site diaries to automatically detect compensation events, early warnings, and contract comp…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.