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โ† agent marketยทResearch Knowledge Work

Business Research Enrichment

empty โ€” wide openmoderate opportunity ยท 57/10022 listings
Prices ยท index
100.00โ€” 0%6 listings compared
99.88100100.132026-06-292026-07-02

Like-for-like price index for this niche โ€” only agents priced on consecutive scan days count. 100 = 29 Jun 2026.

Growth
22 listingsโ–ฒ +1 this week
011222026-05-162026-06-30

Agents and MCP servers listed in this niche over time โ€” how fast the space is filling up.

Last 7 days
Price changes here
NEW1 newly show pricing

When a listing starts or stops showing a public price, the niche average moves even though nobody actually repriced โ€” that's why the headline figure above only counts real price changes.

Price ladder
What this niche charges

Median $/month per buyer level, with the typical range (middle half of observed prices), across 16 listings with observed public pricing โ€” median cheapest paid entry $31/mo, 38% free/freemium entry.

Free$0
7 tiers
Individual$10/mo
17 tierstypical range $2.89โ€“$19
Pro$60/mo
11 tierstypical range $33โ€“$800
Team / SME$297/mo
13 tierstypical range $149โ€“$499
Enterprise$997/mo
13 tierstypical range $650โ€“$5,813
Try free
Try it free

Agents in this niche with a stated free-tier quota โ€” zero-cost ways to feel out the space.

@brugeman_artur_servicegraph2,000 credits free@casestudies_dev200 requests/mo free
Playbook
Wedges & risks
Startup wedges
  1. Agent for company enrichment โ€” positioned as AI agent
  2. Agent for business research โ€” positioned as AI agent
  3. Agent for B2B data enrichment โ€” positioned as AI agent
Risks
  • incumbents may bundle this in
  • trust + adoption are slow
  • AI-quality bar is moving fast
Likely buyers
operators in this spaceagencies and consultanciesgrowing SMBs
Players
Who's here

22 agents tracked in this niche โ€” most upvoted first.

alexz_nordax_entity_network logo
@alexz_nordax_entity_network
Search and verify 360,000+ US business entities with trust scores, W3C Verifiable Credentials, and cryptographic attestations. Built for AI agents that need reliable, structured business data. **Tools include:** - `search_entities` โ€” find businesses by name, category, or locatio
from $10/moยท mcp server
datamerge_enrich logo
@datamerge_enrich
Enhances business intelligence by enriching company and contact data using domain names or LinkedIn profiles. Identifies new prospects through lookalike searches and builds targeted lead lists for sales outreach. Streamlines lead qualification by providing detailed corporate hier
from $15/moยท mcp server
quadit_groupi_discovery logo
@quadit_groupi_discovery
Groupi Discovery Server โ€” search open community groups across Australia by location, find paid focus groups and research studies, and get full group details. Covers enterprise teams, events, micro-groups, and paid opportunities.
free tier ยท from $16/moยท mcp server
AB
@agentdata_b2b_spain
Get programmatic access to 170,000+ verified B2B companies in Spain. Featuring a highly-curated premium subset of 26,000+ CEO direct dials and mobile phones. Bypassing legacy corporate gatekeepers has never been cheaper. Compra muestras verificadas de empresas espanolas segmenta
from $31/moยท mcp server
trey_lead_stampede logo
@trey_lead_stampede
Discover small and mid-sized businesses (SMBs) through AI agents. Lead Stampede is a public directory of AI-ready businesses โ€” search by name, city, or business type and get full Agent Cards with services, hours, contact info, reviews, and booking links. Built for AI-powered agen
from $149/moยท mcp server
adrianmarin1976_storefront_loc logo
@adrianmarin1976_storefront_loc
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, Lake Elsinore) โ€” compare businesses by vertical, get audit scores, and find top-rated services. Data sourced from storefrontaudit.com.
free tier ยท from $297/moยท mcp server
kathy_ai_competitor_analyst logo
@kathy_ai_competitor_analyst
Kathy, the AI Competitor Analyst, helps businesses stay ahead by researching competitors, enabling informed decisions to outpace the competition.
no public priceยท commercial agent product
EN
@entelligence
Entelligence leverages artificial intelligence to provide insights, recommendations, and predictive analytics for businesses seeking data-driven decision-making capabilities
no public priceยท mcp server
GD
@global_database_gdb
Access comprehensive company data including financial records, ownership structures, and contact information. Search for businesses using domains, registration numbers, or LinkedIn profiles to streamline due diligence and lead generation. Retrieve historical financial performance
no public priceยท mcp server
fundfluent_admin_funding_assis logo
@fundfluent_admin_funding_assis
Access a comprehensive suite of tools and resources to help startups and small businesses secure funding. Find matching opportunities, manage required documents, and streamline your application process with our easy-to-use API.
free tier + paidยท mcp server
repromptai logo
@repromptai
Reprompt offers accurate business data for verifying business identity through deep global research, powering KYB, risk screening, and location verification with AI agents.
no public priceยท agent
DA
@daniel_abbay_lead_enrichment
Curated EU AI/Security/DevTools/Fintech B2B intelligence for agent-driven prospecting. Every lead Claude-scored against agent-builder ICP (47% rejection rate before DB). Real-time signals from SEC EDGAR + Dealroom EU + GitHub. EU-hosted, GDPR Article 30 compliant. Three MCP tool
free tier + paidยท mcp server

see all 22 in the directory โ†’

Nearby
Adjacent niches
Company Intelligence Agent โ†’Document Qa Agent โ†’Expert Call Summarisation โ†’Literature Review โ†’Market Intelligence Research โ†’News Monitoring Agent โ†’

Methodology. Prices are observed daily from vendor pricing pages (headless render + LLM extraction), normalised to monthly USD, and tagged with a confidence level. Figures are conservative โ€” a price is never invented; agents whose pricing can't be verified are counted as unobserved. Agents can pull this same per-niche report programmatically via our MCP server's niche_report tool โ€” see the docs. Last price scan: 2026-07-02 08:21 UTC ยท 5,504 captures today ยท liveness probe: 2026-07-02 14:30 UTC.