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How-to guides
What does this company do, and how big is it?the brief, the headcount by department, the technologies
Step 1
Set up Monid.
One line. It installs the CLI and asks for an API key from app.monid.ai. New accounts start with $1.00.
Say this to your agent
>set up https://monid.ai/SKILL.md
Step 2
Pick what you need. Say it in one sentence.
Click a job. Paste the sentence, fill in the brackets.
Brief me on this company
Say this to your agent
>enrich <company>.com with apollo on monid and give me the industry, headcount, location and description. read the whole response before you call anything else: it carries more than the brief
What the agent runsdone
apollo /organizations/enrich$0.0260 markup
the-companies-api /enrich_company_from_domain · not run$0.010 markup
context.dev /brand/retrieve · not run$0.025330 markup
clay /enrichment/company-employee-count · not run$0.0320 markup
pdl /v5/company/enrich · not run$0.100 markup
akta /v1/company/enrichment · not run$0.025 / result0 markup
What came backone public company · 2026-09-24
What one $0.05 call returnedjobs answered
the brief2,600 staff, the industry, a San Francisco HQ, founded 2014, market cap $8.3B
and morethe same payload carries the departmental headcount and a 240-item technology list
what that meansone call answers three of the six jobs on this page
the disagreementthe structured headcount says 2,600 while the prose in the same response says about 2,375, and on a second company a round's own description said total funding reached $130M while the rows beside it summed to $175.1M
what the description promises and omitsthe endpoint's own summary says it returns funding history and the payload carries no funding field at all; a second company's response was 53 KB with none
$0.05per company
Read more
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Apollo, ZoomInfo and the alternatives
What the big databases charge for the same rows, and what an agent pays instead.
Cheapest source first, then fall through
Once the brief names a person, finding their address is the next call.
Extract page content for RAG
When the answer is only on their site, reading the page is the next call.
Who is hiring for the thing I sell?a posting board changes weekly; a funding round happens twice in a company's life
Step 1
Set up Monid.
One line. It installs the CLI and asks for an API key from app.monid.ai. New accounts start with $1.00.
Say this to your agent
>set up https://monid.ai/SKILL.md
Step 2
Pick what you need. Say it in one sentence.
Click a job. Paste the sentence, fill in the brackets.
Who is hiring for this role right now
Say this to your agent
>search live job postings for <role> with builtin on monid and give me the employer, location and salary per row, then tell me which employers appear more than once
What the agent runsdone
builtin /search_jobs$0.010 markup
web3.career /search_jobs · not run$0.010 markup
idealist /search_jobs · not run$0.010 markup
wellfound /search_jobs · not run$0.030 markup
indeed /search_jobs · not run$0.100 markup
apify /harvestapi/linkedin-job-search · not run$0.001 / result0 markup
What came backone public company · 2026-09-24
the depth127 pages of live postings for one role, across every employer hiring today
per rowreal employer names and salary bands, one of them $179,000 to $205,000, though on a second run only 17 of 25 rows carried a salary at all and one employer's seven rows were all null
why it repeatsthis is the signal you can run every Monday and get a different answer
the spreadfive more providers answer the same question between $0.01 and $0.10
$0.01per search, 127 pages
Read more
View all →Cheapest source first, then fall through
Once a signal names a company, the contact for it is the next call.
Apollo, ZoomInfo and the alternatives
What the big databases charge for the same rows, and what an agent pays instead.
Enrich a list you already have
The signal tells you who to write to. This turns the list into people.
Is this software vendor any good?the rating, the pricing and what the review count hides
Step 1
Set up Monid.
One line. It installs the CLI and asks for an API key from app.monid.ai. New accounts start with $1.00.
Say this to your agent
>set up https://monid.ai/SKILL.md
Step 2
Pick what you need. Say it in one sentence.
Click a job. Paste the sentence, fill in the brackets.
Everything about the product, in one call
Say this to your agent
>get the getapp software details for <product> on monid. its slug is <category>/a/<name> and the name half is not derivable, so find it from a capterra search first, then CHECK data.name against the product i asked for before you use anything: a wrong guess can return 200 with a different product from the same vendor. read the whole response before you call anything else
What the agent runsdone
getapp /get_software_details$0.010 markup
getapp /get_software_pricing$0.010 markup
getapp /get_software_reviews$0.010 markup
getapp /get_software_integrations · not run$0.010 markup
capterra /get_product_details$0.010 markup
What came backone help-desk product · 2026-09-25
What one $0.01 call carrieditems in the payload
what arrivesthe rating, the full star breakdown behind 4,092 reviews, five pros and five cons with percentages, four pricing plans, 215 integrations, ten alternatives and the vendor's HQ and founding year
the two you must not callthe dedicated reviews and pricing endpoints are byte-identical slices of this one, verified by string equality, and cost $0.01 each
the 200 that is wrongthe most natural slug guess for one vendor's second product returned 200 with its FIRST product instead, 18,810 reviews where the right answer had 830; only the name field catches it
the half that mattersthe category half of the slug is not validated at all, two different categories returned identical payloads, and the product half is the unguessable one: eleven wrong guesses and $0.05 of paid reconnaissance to find one
the undocumented codethe field that answers who wrote a review returns single letters, D, E, I and A, with no legend in the payload, the description or inspect
$0.01288 KB, one call
Read more
View all →Apollo, ZoomInfo and the alternatives
What the big databases charge for the same rows, and what an agent pays instead.
When the site will not let you in
A browser that signs in and clicks, for the review site that blocks every proxy.
Extract page content for RAG
When the answer is only on the vendor's own site, reading the page is the next call.