Subcontractor Bid Comparison
Query this niche via MCP
market_report({ query: "Subcontractor Bid Comparison", 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 Subcontractor Bid Comparison (latest observation 2026-10-16T03:43:44.171Z). 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": "subcontractor-bid-comparison",
"parent_sector": "engineering-construction",
"provider_type_pricing": {
"slug": "subcontractor-bid-comparison",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
"median": 204,
"p25": null,
"p75": null,
"providers": 2
},
"by_provider_type": {
"agent": {
"median": null,
"p25": null,
"p75": null,
"providers": 2,
"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",
"quantity-surveying",
"change-order-management",
"ai-construction-pm",
"building-inspection"
],
"market_pulse": {
"pulse": 58,
"drivers": [
"enterprise money present"
],
"price_move_30d_pct": null,
"money_share": 0.75,
"entry_rate": 0,
"alive_share": 1
},
"price_move": {
"d_pct": 0,
"w_pct": 0,
"m_pct": 0,
"comparable_agents": 2,
"quarantined_agents": 0,
"confidence": "thin",
"published": {
"d": false,
"w": false,
"m": false
},
"held_reason": {
"d": null,
"w": null,
"m": null
},
"driver": {
"d": null,
"w": null,
"m": null
},
"tier_contribution": {
"d": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"w": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"m": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
}
},
"tier_series": {
"individual": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
],
"pro": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
],
"team_sme": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
],
"enterprise": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100
]
},
"tier_own_move": {
"d": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"w": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"m": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
}
},
"tier_agents": {
"individual": 1,
"pro": 1,
"team_sme": 1,
"enterprise": 1
},
"obs_range": {
"d": null,
"w": null,
"m": null
},
"tier_obs_range": {
"d": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
},
"w": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
},
"m": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
}
}
},
"pricing": {
"sampleSize": 6,
"observed": 4,
"byPersona": {
"free": {
"n": 2,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0
},
"individual": {
"n": 1,
"nPriced": 1,
"reliability": "none",
"median": 59,
"p25": 59,
"p75": 59,
"min": 59,
"max": 59,
"mean": 59,
"stdev": 0,
"usageShare": 0
},
"pro": {
"n": 2,
"nPriced": 2,
"reliability": "low",
"median": 89,
"p25": 84,
"p75": 94,
"min": 79,
"max": 99,
"mean": 89,
"stdev": 14.14,
"usageShare": 0
},
"team_sme": {
"n": 2,
"nPriced": 2,
"reliability": "low",
"median": 449,
"p25": 399,
"p75": 499,
"min": 349,
"max": 549,
"mean": 449,
"stdev": 141.42,
"usageShare": 0
},
"enterprise": {
"n": 2,
"nPriced": 2,
"reliability": "low",
"median": 1875,
"p25": 1562.5,
"p75": 2187.5,
"min": 1250,
"max": 2500,
"mean": 1875,
"stdev": 883.88,
"usageShare": 0
}
},
"byPersonaMonthly": {
"free": {
"nMonthly": 0,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
},
"individual": {
"nMonthly": 1,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": false
},
"pro": {
"nMonthly": 2,
"p25": 84,
"median": 89,
"p75": 94,
"confidence": "low",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": true
},
"team_sme": {
"nMonthly": 2,
"p25": 399,
"median": 449,
"p75": 499,
"confidence": "low",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": true
},
"enterprise": {
"nMonthly": 2,
"p25": 1562.5,
"median": 1875,
"p75": 2187.5,
"confidence": "low",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": true
}
},
"byTierCohorts": {
"status": "insufficient",
"cohorts": [],
"rejected": {},
"evidence": {
"status": "observed_offers_only",
"single_observations": [],
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 7,
"offers": [
{
"provider": "construction_bid_leveling_ai",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$349 /month",
"monthly_usd": 349
},
{
"provider": "construction_bid_leveling_ai",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$549 /month",
"monthly_usd": 549
},
{
"provider": "construction_bid_leveling_ai",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$1,250 /month",
"monthly_usd": 1250
},
{
"provider": "construction_bid_leveling_ai",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$2,500 and up",
"monthly_usd": 2500
},
{
"provider": "constructionbids_ai",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$59/ MONTH",
"monthly_usd": 59
},
{
"provider": "constructionbids_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$79/ MONTH",
"monthly_usd": 79
},
{
"provider": "constructionbids_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$99 / MONTH",
"monthly_usd": 99
}
]
}
],
"coverage": {
"priced_providers": 2,
"normalized_observations": 7,
"comparable_providers": 2,
"strict_cohorts": 0,
"exclusion_reasons": {}
}
}
},
"quoteOnlyProvidersByTier": {
"team_sme": 0,
"enterprise": 0,
"individual": 0,
"pro": 0
},
"billingMix": {
"contact_sales": 2,
"subscription": 1,
"freemium": 1
},
"freeTierShare": 0.25,
"medianLowestUsd": 204
},
"movement": null,
"index_series": {
"series": [
{
"day": "2026-09-17",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-18",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-19",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-20",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-21",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-22",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-09-23",
"index": 100,
"pairs": 5,
"dayChangePct": 0
},
{
"day": "2026-09-24",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-25",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-26",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-27",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-28",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-29",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-09-30",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-01",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-02",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-10-03",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-04",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-05",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-06",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-07",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-08",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-09",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-10",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-11",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-12",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-13",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-14",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-15",
"index": 100,
"pairs": 2,
"dayChangePct": 0
},
{
"day": "2026-10-16",
"index": 100,
"pairs": 2,
"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": "bidlevel",
"name": "Bidlevel",
"url": "https://procurepro.co/bidlevel",
"short_summary": "AI-powered bid leveling tool for construction that reads supplier quotes, extracts pricing and exclusions, and creates standardized comparisons in minutes. Aut…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "ProcurePro licence",
"price": "Get in touch to find out pricing",
"kind": "unknown"
},
{
"name": "BidLevel",
"price": "Free to try",
"kind": "unknown"
}
]
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "ProcurePro licence: Get in touch to find out pricing (as published; no rate or period could be read)",
"summary": "ProcurePro licence: Get in touch to find out pricing (as published; no rate or period could be read). ProcurePro uses tailored, usage-based licensing with pricing available on request, while BidLevel is free to try."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "boon_bid_leveling",
"name": "Boon Bid Leveling",
"url": "https://getboon.ai/bid-leveling",
"short_summary": "AI-powered construction bid comparison tool that normalizes subcontractor proposals, identifies missing scope and exclusions, and presents standardized side-by…",
"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). Boon does not publish plan prices and directs prospective customers to book a demo with its sales team."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "construction_bid_leveling_ai",
"name": "Construction Bid Leveling Ai",
"url": "https://omnionlinestrategies.com/ai.agent.construction.bid.leveling",
"short_summary": "AI agent that reads subcontractor bids in any format (PDF, Excel, Word, email), normalizes line items, builds leveled comparisons, and flags scope gaps for gen…",
"price": {
"commercial": {
"entry_offer": {
"line": "AI Visibility",
"monthly_native": 349,
"monthly_usd": 349,
"commitment": "monthly",
"basis": "$349/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "AI Visibility",
"price": "$349 /month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "AI Growth",
"price": "$549 /month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "AI Market Presence",
"price": "$1,250 /month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Custom",
"price": "$2,500 and up",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 349,
"monthly_usd": 349,
"headline": "From $349/mo",
"summary": "From $349/mo. Monthly AI visibility subscriptions start at $349, with growth, market presence, and custom tiers priced up to $2,500 and above."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "constructionbids_ai",
"name": "Constructionbids Ai",
"url": "https://constructionbids.ai/ai-bidding-software-construction",
"short_summary": "AI-powered construction bid discovery platform that monitors 12,500+ procurement portals, automatically matches opportunities to contractor profiles using trad…",
"price": {
"commercial": {
"entry_offer": {
"line": "Essentials",
"monthly_native": 59,
"monthly_usd": 59,
"commitment": "monthly",
"basis": "$59/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Start for Free",
"price": "$0/MO",
"kind": "free",
"billed": "monthly"
},
{
"name": "Command Trial",
"price": "$0 FOR 7 DAYS",
"kind": "trial"
},
{
"name": "Essentials",
"price": "$59/ MONTH",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Intelligence",
"price": "$79/ MONTH",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Command",
"price": "$99 / MONTH",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 59,
"monthly_usd": 59,
"headline": "Free plan; paid from $59/mo",
"summary": "Free plan; paid from $59/mo. ConstructionBids.ai offers a permanent free plan, a 7-day Command trial, and month-to-month paid plans from $59/month to $99/month."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "qsai",
"name": "Qsai",
"url": "https://contechsolutions.io/qsai",
"short_summary": "AI-powered tender analysis tool for construction professionals. Upload multiple quotes in PDF/Excel format and receive structured comparisons analyzing price,…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "QSAI offers a free trial with no credit card required, but no public paid pricing is shown."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "temelion_contractor_comparison",
"name": "Temelion Contractor Comparison",
"url": "https://temelion.ai/contractor-comparison",
"short_summary": "AI-powered workflow that automates contractor bid analysis for engineering projects. Compares offers, detects technical gaps and inconsistencies, extracts key…",
"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": [
{
"agent_id": "klutch_ai",
"name": "Klutch Ai",
"url": "https://klutch.ai/",
"short_summary": "AI-powered construction management platform with specialized agents for document search, permit review, jobsite updates, bid leveling, warranty support, and fi…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Unnamed offer",
"price": "0USD",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. The homepage contains a structured $0 offer, but does not provide a named plan or clear billing period; a separate $50 figure lacks sufficient pricing context."
},
"home_niche": "ai-construction-pm",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/subcontractor-bid-comparison",
"summary": {
"niche": "subcontractor-bid-comparison",
"sector": "engineering-construction",
"pricing_by_provider_type": {
"headline": "No published benchmark for subcontractor-bid-comparison 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": "subcontractor-bid-comparison"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/subcontractor-bid-comparison",
"counts": {
"listings_with_price_capture": 6,
"listings_with_observed_public_price": 4,
"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": "observed_offers_only",
"pricing_by_tier": null,
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 7,
"offers": [
{
"provider": "construction_bid_leveling_ai",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$349 /month",
"monthly_usd": 349
},
{
"provider": "construction_bid_leveling_ai",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$549 /month",
"monthly_usd": 549
},
{
"provider": "construction_bid_leveling_ai",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$1,250 /month",
"monthly_usd": 1250
},
{
"provider": "construction_bid_leveling_ai",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$2,500 and up",
"monthly_usd": 2500
},
{
"provider": "constructionbids_ai",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$59/ MONTH",
"monthly_usd": 59
},
{
"provider": "constructionbids_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$79/ MONTH",
"monthly_usd": 79
},
{
"provider": "constructionbids_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$99 / MONTH",
"monthly_usd": 99
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 6,
"listings_with_observed_public_price": 4,
"normalized_observations": 7,
"comparable_providers": 2,
"strict_cohorts": 0,
"exclusion_reasons": {}
},
"pricing_note": "No comparable cohort formed (a benchmark needs >=2 providers sharing a buyer tier AND billing unit). observed_offers lists the REAL provider offers, grouped and labelled by billing type — each is a single observed price, never aggregated across mixed units, periods or tiers.",
"pricing_excluded_observations": {},
"billing_mix": {
"contact_sales": 2,
"subscription": 1,
"freemium": 1
},
"free_tier_share": 0.25,
"top_providers": [
{
"agent_id": "bidlevel",
"name": "Bidlevel",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "ProcurePro licence",
"price": "Get in touch to find out pricing",
"kind": "unknown"
},
{
"name": "BidLevel",
"price": "Free to try",
"kind": "unknown"
}
]
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "ProcurePro licence: Get in touch to find out pricing (as published; no rate or period could be read)",
"summary": "ProcurePro licence: Get in touch to find out pricing (as published; no rate or period could be read). ProcurePro uses tailored, usage-based licensing with pricing available on request, while BidLevel is free to try."
},
"observed": true
},
{
"agent_id": "boon_bid_leveling",
"name": "Boon Bid Leveling",
"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). Boon does not publish plan prices and directs prospective customers to book a demo with its sales team."
},
"observed": true
},
{
"agent_id": "construction_bid_leveling_ai",
"name": "Construction Bid Leveling Ai",
"price": {
"commercial": {
"entry_offer": {
"line": "AI Visibility",
"monthly_native": 349,
"monthly_usd": 349,
"commitment": "monthly",
"basis": "$349/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "AI Visibility",
"price": "$349 /month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "AI Growth",
"price": "$549 /month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "AI Market Presence",
"price": "$1,250 /month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Custom",
"price": "$2,500 and up",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 349,
"monthly_usd": 349,
"headline": "From $349/mo",
"summary": "From $349/mo. Monthly AI visibility subscriptions start at $349, with growth, market presence, and custom tiers priced up to $2,500 and above."
},
"observed": true
},
{
"agent_id": "constructionbids_ai",
"name": "Constructionbids Ai",
"price": {
"commercial": {
"entry_offer": {
"line": "Essentials",
"monthly_native": 59,
"monthly_usd": 59,
"commitment": "monthly",
"basis": "$59/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Start for Free",
"price": "$0/MO",
"kind": "free",
"billed": "monthly"
},
{
"name": "Command Trial",
"price": "$0 FOR 7 DAYS",
"kind": "trial"
},
{
"name": "Essentials",
"price": "$59/ MONTH",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Intelligence",
"price": "$79/ MONTH",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Command",
"price": "$99 / MONTH",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 59,
"monthly_usd": 59,
"headline": "Free plan; paid from $59/mo",
"summary": "Free plan; paid from $59/mo. ConstructionBids.ai offers a permanent free plan, a 7-day Command trial, and month-to-month paid plans from $59/month to $99/month."
},
"observed": true
},
{
"agent_id": "qsai",
"name": "Qsai",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "QSAI offers a free trial with no credit card required, but no public paid pricing is shown."
},
"observed": false
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "subcontractor-bid-comparison"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "subcontractor-bid-comparison",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "bidlevel"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "bidlevel"
},
"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
Construction Bid Leveling AiAI agent that reads subcontractor bids in any format (PDF, Excel, Word, email), normalizes line items, builds leveled comparisons, and flags scope gaps for gen…
Constructionbids AiAI-powered construction bid discovery platform that monitors 12,500+ procurement portals, automatically matches opportunities to contractor profiles using trad…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.