Knowledge Base Search
Query this niche via MCP
market_report({ query: "Knowledge Base Search", response_mode: "summary" })Agents · median
$99/mo
MCP servers · median
$99/mo
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $99
Vehicle Maintenance Tracking A · $10
Sitespeak Ai · $79
Embedai Knowledge Search · $99
Embedai Knowledge Search · $299
Sitespeak Ai · $374
MCP servers $99
Mindola Lens · $84
Weav Mcp Server · $99
Weav Mcp Server · $29
Oka Anywhere · $149
$10
$25
$50
$100
$250
AgentsMCP serversshaded = middle half · line = median
All plans
9 pricedProvidervs its cohort medianMonthly
Vehicle Maintenance Tracking Aagent
$10 below
Weav Mcp Servermcp
$29 below
Sitespeak Aiagent
$79 below
Mindola Lensmcp
$84 below
Embedai Knowledge Searchagent
$99 ~median
Weav Mcp Servermcp
$99 ~median
Oka Anywheremcp
$149 above
Embedai Knowledge Searchagent
$299 above
Sitespeak Aiagent
$374 above
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 Knowledge Base Search (latest observation 2026-10-15T03:43:03.005Z). 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": "knowledge-base-search",
"parent_sector": "customer-success-support",
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"slug": "knowledge-base-search",
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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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{
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{
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{
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{
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{
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{
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"agent_id": "docbase_mcp_server",
"name": "DocBase",
"url": "https://help.docbase.io/posts/3925317",
"short_summary": "provides secure integration of DocBase knowledge base context into MCP-compatible AI systems for searching, creating, updating, and managing memos, comments, u…",
"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": "high",
"upvotes": 0
},
{
"agent_id": "urantia_papers",
"name": "Urantia Papers",
"url": "https://www.urantia.dev",
"short_summary": "provides structured access to Urantia Book content with search capabilities",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "Free",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. Urantia.dev provides a free, open REST API with no authentication required."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "books",
"name": "Books",
"url": "https://mostrecommendedbooks.com/developers",
"short_summary": "Read-only MCP server for verified book recommendations and reading lists. Ask who recommends a book, what books a public figure recommends, consensus best-of l…",
"price": {
"observed": false,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The read-only API and MCP server are publicly available at no cost without authentication or an API key."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "cupshup_mcp",
"name": "CupShup Marketing Knowledge Base",
"url": "https://smithery.ai/server/sidharth-5u15/cupshup-mcp",
"short_summary": "Search CupShup's marketing knowledge base — services, case studies, and insights from India's leading integrated marketing agency. Covering BTL, RWA activation…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for the CupShup Marketing Knowledge Base MCP."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "knowledge_base",
"name": "Knowledge Base",
"url": "https://blckalpaca.at",
"short_summary": "Search Blck Alpaca's knowledge base on SEO, GEO, AI agents and marketing automation.",
"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": "mindola_lens",
"name": "Mindola Lens",
"url": "https://mindola.ai",
"short_summary": "Mindola turns a person's knowledge into a \"lens\": one public link where anyone can ask questions in chat or a live voice call, with every answer grounded only…",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 49,
"monthly_usd": 54.85,
"commitment": "monthly",
"basis": "€49/month",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Free",
"price": "€0 forever",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "€49 /month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Premium",
"price": "€99 /month",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 54.85,
"monthly_usd": 54.85,
"headline": "Free plan; paid from €49/mo",
"summary": "Free plan; paid from €49/mo. Mindola offers a permanent free plan plus Pro at €49/month and Premium at €99/month, with annual billing advertised as 20% cheaper but no annual prices shown."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "oka_anywhere",
"name": "Oka Anywhere",
"url": "https://forgeagentsio.com/oka-guide.html",
"short_summary": "Answers staff questions only from your office's approved procedures, with citations checked word for word. If the documents do not cover a question, it says so…",
"price": {
"commercial": {
"entry_offer": {
"line": "OKA Anywhere",
"monthly_native": 149,
"monthly_usd": 149,
"commitment": "monthly",
"basis": "$149/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "OKA Anywhere",
"price": "$149/mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 149,
"monthly_usd": 149,
"headline": "From $149/mo",
"summary": "From $149/mo. OKA Anywhere is publicly shown at $149 per month, with a 14-day free trial mentioned."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "stackexchange_mcp_server",
"name": "Stackexchange",
"url": "https://stackexchange.caseyjhand.com/mcp",
"short_summary": "Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQs and user profiles.",
"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": "textsidekick",
"name": "Textsidekick",
"url": "https://textsidekick.com/",
"short_summary": "answers frontline workers' questions via text from company documents, logs incidents, walks workers through safety steps, tracks certifications, and builds a s…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing or numeric plan amounts were observed on the homepage."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "vehicle_maintenance_tracking_a",
"name": "Vehicle Maintenance Tracking A",
"url": "https://dib.io/vehicles",
"short_summary": "answers questions about a user's vehicle from its owner's manual, maintenance records, and service history, and tracks maintenance reminders",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 10,
"monthly_usd": 10,
"commitment": "annual",
"basis": "$10/month, billed annually (annual commitment)"
},
"currency": "USD",
"lines": [
{
"name": "Basic",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$10/month",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Property Manager",
"price": "Contact Us",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free plan; paid from $10/mo (annual commitment)",
"summary": "Free plan; paid from $10/mo (annual commitment). Dib offers a free Basic plan, a Pro plan at $10/month billed annually at $120/year, and a custom-priced Property Manager plan."
},
"evidence_quality": "medium",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "forethought_ai",
"name": "Forethought AI Platform",
"url": "https://forethought.ai/",
"short_summary": "Automates and resolves customer support tickets end-to-end across channels; classifies/routes tickets, surfaces insights, assists human agents, and scores agen…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Team",
"price": "",
"kind": "unknown"
},
{
"name": "Professional",
"price": "",
"kind": "unknown"
},
{
"name": "Enterprise",
"price": "",
"kind": "unknown"
}
]
},
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Contact sales (no public price). Forethought offers three tiered plans (Team, Professional, Enterprise) with features listed but no public pricing; customers must request a quote."
},
"home_niche": "customer-support-tier1",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "glean",
"name": "Glean",
"url": "https://glean.com/what-is-agent-orchestration",
"short_summary": "orchestrates and coordinates multiple AI agents and tools into reliable production workflows, and builds agents from natural language descriptions",
"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."
},
"home_niche": "agent-orchestration-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "scribe",
"name": "Scribe",
"url": "https://scribehow.com/",
"short_summary": "Automatically captures and documents workflows to provide context for teams and AI agents. Creates step-by-step process documentation and SOPs that can be used…",
"price": {
"observed": false,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "Scribe offers a free Basic tier, paid Pro plans at $25 or $23 per seat per month, and custom-priced Enterprise plans."
},
"home_niche": "business-process-automation",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "veridive",
"name": "Veridive",
"url": "https://veridive.com",
"short_summary": "answers questions by searching and retrieving information from spoken/video content like podcasts and YouTube videos",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 3.9,
"monthly_usd": 3.9,
"commitment": "monthly",
"basis": "$3.9/month",
"billing_verified": true
},
"annual_option": {
"line": "Pro (annual billing)",
"monthly_equivalent_native": 3.33,
"total_native": 39.96
},
"currency": "USD",
"notes": [
"prepaid credit: $7.90 (funding, not a subscription)"
],
"lines": [
{
"name": "Free",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$3.90/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro (annual billing)",
"price": "$3.33/mo billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Top-up pack — 5,000 credits",
"price": "$7.90",
"kind": "credit_purchase",
"billed": "one_off"
},
{
"name": "Top-up pack — 10,000 credits",
"price": "$14.90",
"kind": "credit_purchase",
"billed": "one_off"
},
{
"name": "Top-up pack — 20,000 credits",
"price": "$24.90",
"kind": "credit_purchase",
"billed": "one_off"
},
{
"name": "Top-up pack — 50,000 credits",
"price": "$44.90",
"kind": "credit_purchase",
"billed": "one_off"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 3.9,
"monthly_usd": 3.9,
"headline": "Free plan; paid from $3.9/mo; $3.33/mo equivalent billed annually",
"summary": "Free plan; paid from $3.9/mo; $3.33/mo equivalent billed annually. Veridive offers a permanent free plan, a $3.90/month Pro subscription or $39.90/year annual billing, plus one-time credit top-ups."
},
"home_niche": "video-avatar-generation",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/knowledge-base-search",
"summary": {
"niche": "knowledge-base-search",
"sector": "customer-success-support",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $79/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": 79,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "team_sme",
"buyer_tier_label": "Team / SME",
"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": [
299,
374
]
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"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": [
84.36,
99
]
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "team_sme",
"buyer_tier_label": "Team / SME",
"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": [
29,
149
]
}
],
"warnings": [
"This niche currently has sufficient agent pricing but insufficient MCP pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "knowledge-base-search"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/knowledge-base-search",
"counts": {
"listings_with_price_capture": 23,
"listings_with_observed_public_price": 7,
"providers_with_numeric_monthly_price_latest_scan": 6,
"like_for_like_comparable_pairs": 6
},
"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": 84.36,
"provider_count": 5,
"plan_observation_count": 9,
"data_confidence": 0.42,
"data_confidence_basis": {
"provider_component": 0.42,
"observation_component": 0.45,
"provider_count": 5,
"plan_observation_count": 9
},
"reliability": "medium",
"members": [
{
"provider": "vehicle_maintenance_tracking_a",
"usd": 10
},
{
"provider": "sitespeak_ai",
"usd": 79
},
{
"provider": "mindola_lens",
"usd": 84.36
},
{
"provider": "embedai_knowledge_search",
"usd": 99
},
{
"provider": "weav_mcp_server",
"usd": 109
}
],
"p25": 79,
"p75": 99
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 299,
"provider_count": 3,
"plan_observation_count": 4,
"data_confidence": 0.24,
"data_confidence_basis": {
"provider_component": 0.25,
"observation_component": 0.2,
"provider_count": 3,
"plan_observation_count": 4
},
"reliability": "low",
"members": [
{
"provider": "oka_anywhere",
"usd": 149
},
{
"provider": "embedai_knowledge_search",
"usd": 299
},
{
"provider": "sitespeak_ai",
"usd": 374
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 23,
"listings_with_observed_public_price": 7,
"normalized_observations": 14,
"comparable_providers": 6,
"strict_cohorts": 2,
"exclusion_reasons": {
"usage_not_monthly": 2,
"free_or_zero": 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": {
"usage_not_monthly": 2,
"free_or_zero": 1,
"ambiguous_cadence": 1
},
"billing_mix": {
"subscription": 1,
"freemium": 5,
"free": 1
},
"free_tier_share": 0.86,
"top_providers": [
{
"agent_id": "docbase_mcp_server",
"name": "DocBase",
"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": "urantia_papers",
"name": "Urantia Papers",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "Free",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. Urantia.dev provides a free, open REST API with no authentication required."
},
"observed": true
},
{
"agent_id": "books",
"name": "Books",
"price": {
"observed": false,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The read-only API and MCP server are publicly available at no cost without authentication or an API key."
},
"observed": false
},
{
"agent_id": "cupshup_mcp",
"name": "CupShup Marketing Knowledge Base",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for the CupShup Marketing Knowledge Base MCP."
},
"observed": false
},
{
"agent_id": "knowledge_base",
"name": "Knowledge Base",
"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
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "knowledge-base-search"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "knowledge-base-search",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "docbase_mcp_server"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "docbase_mcp_server"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
8 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Urantia Papersprovides structured access to Urantia Book content with search capabilities
BooksRead-only MCP server for verified book recommendations and reading lists. Ask who recommends a book, what books a public figure recommends, consensus best-of l…
Mindola LensMindola turns a person's knowledge into a "lens": one public link where anyone can ask questions in chat or a live voice call, with every answer grounded only…
Oka AnywhereAnswers staff questions only from your office's approved procedures, with citations checked word for word. If the documents do not cover a question, it says so…
Vehicle Maintenance Tracking Aanswers questions about a user's vehicle from its owner's manual, maintenance records, and service history, and tracks maintenance reminders
WeavThe Weav MCP Server provides access to your customer service conversations, customer records, and knowledge base. Support, product, and success teams can searc…
Embedai Knowledge SearchAI-powered knowledge base search that converts static documentation into intelligent, searchable content. Users ask questions in natural language and get insta…
Sitespeak AiAI chatbot platform that transforms internal knowledge bases, wikis, and documentation into conversational assistants. Helps employees find answers instantly f…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.