Market Intelligence

How is this business performing and what are they up to?

1.Ads Intelligence — enrich_ads_intelligence

Returns ad intelligence payloads for Google, Meta, and LinkedIn for a domain.

Inputs

Field	Required	Description
website	✅	Company domain
platforms	—	Optional subset of ad platforms

Outputs

Field	What you get
google_ads	Google ads payload
meta_ads	Meta ads payload
linkedin_ads	LinkedIn ads payload
errors	Any issues that came up

🔗 Chain it: find_business_website → enrich_ads_intelligence → icp_score

2.FMCSA Carrier — enrich_fmcsa

Returns FMCSA carrier profile, status, fleet size, and cargo map for trucking and logistics companies.

Inputs

Field	Required	Description
company_name	✅	Carrier name (or IDs below)
usdot_number	—	USDOT ID
mc_number	—	MC ID
city	—	City hint
state	—	State hint

Outputs

Field	What you get
fmcsa_legal_name	Official legal name
usdot_status	USDOT status
drivers	Driver count
power_units	Power unit count
cargo_carried	Cargo type flags
errors	Any issues that came up

🔗 Chain it: find_business_on_google → enrich_fmcsa → icp_score

3.Google Reviews — enrich_google_reviews

Returns Google reputation, review recency, response rate, and sentiment signals.

Inputs

Field	Required	Description
company_name	✅	Business name (or other hints)
website	—	Website hint
address	—	Address hint
google_maps_url	—	Maps URL
llm	—	Sentiment model override

Outputs

Field	What you get
google_business_score	Rating value
reviews_last_1_month	Recent review count
reviews_sentiment	Positive, Negative, or Neutral
reviews_sentiment_details	Structured sentiment detail
errors	Any issues that came up

🔗 Chain it: find_business_on_google → enrich_google_reviews → icp_score

4.Hotel Details — enrich_hotel_hospitality

Enriches hotel properties with room count, event space, rates, and service type.

Inputs

Field	Required	Description
company_name	✅	Property or business name
website	—	Website hint
address	—	Address hint
llm	—	Model override
max_iterations	—	ReAct limit

Outputs

Field	What you get
num_rooms	Room count
num_event_spaces	Event space count
avg_daily_rate	ADR estimate
service_type	Service class
errors	Any issues that came up

🔗 Chain it: find_business_website → enrich_hotel_hospitality → icp_score

5.Club Membership — find_country_club_membership

Finds advertised membership categories for country clubs and private clubs.

Inputs

Field	Required	Description
company	✅	Club name
website	✅	Club website
llm	—	Model override
max_iterations	—	ReAct loop limit

Outputs

Field	What you get
membership_types	Comma-separated membership categories
errors	Any issues that came up

🔗 Chain it: find_business_website → find_country_club_membership → icp_score

6.Theatre Seating — find_theatre_seating_capacity

Finds venue seating capacity and returns source metadata.

Inputs

Field	Required	Description
website	✅	Venue website
llm	—	Model override
max_iterations	—	ReAct loop limit

Outputs

Field	What you get
seating_capacity	Seating count
source	Source title or URL metadata
errors	Any issues that came up

🔗 Chain it: find_business_website → find_theatre_seating_capacity → icp_score

7.Job Openings — job_openings

Finds hiring signals and job openings using Indeed and web portal evidence.

Inputs

Field	Required	Description
company	✅	Company name
website	—	Website hint
location	—	Location hint
titles_to_search	—	Role filters
llm	—	Model override
max_iterations	—	ReAct loop limit

Outputs

Field	What you get
jobs	Structured title or count matches
total_count	Total matched openings
indeed_jobs_url	Indeed jobs URL
sources	Source URLs
errors	Any issues that came up

🔗 Chain it: find_business_website → job_openings → icp_score