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How-to guides
What is this property worth?read the right array, and never substitute the assessment
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.
What this property actually is
Say this to your agent
>search <zip> with monid and find <address> in the rows: there is no address lookup in this aisle, the search takes a location and a page and nothing else. then try the detail call for its zpid, and if it 502s take price, beds and baths from the search row you already have
What the agent runsdone
zillow /get_property_details$0.010 markup
zillow /search_homes_for_sale$0.050 markup
homes.com /get_property_details$0.030 markup
What came backzip 78729 · 2026-09-24
the subject
A four-bed in zip 78729
Active · 4 bed · 2 bath · 2,314 sqftthe listing$524,900 · four bed, two bath · 2,314 sqft on a quarter-acre cul-de-sac lot
the historylisted at $549,900 in July, so it has already come down $25,000
the detail call is unreliableon a second zip it 502'd on all three live properties across ten minutes and three backoffs, and succeeded only on an unrelated property and on the zpid printed in its own documentation
and it holds the two fields you needed it forsquare footage and the price history are exactly what the search row does not carry, so when it fails those are the two things you cannot get
the shapedetails take a zpid only, no address and no coordinates, so the search comes first
the cheaper onezillow's detail is $0.01; homes.com's is $0.03 and wants the full listing url
$0.01per property, after the search
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Cheapest source first, then fall through
The same routing idea on contact data, with the receipt for every row.
Extract page content for RAG
When a listing is only on a page, reading the page is the next call.
When the site will not let you in
A browser that signs in and clicks, for the listings no endpoint covers.
Who are the real agents in this market?split the teams from the people before you rank anyone
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.
Find the agents in a market
Say this to your agent
>search agents in <market> with zillow on monid and give me the twelve-month sale count for each. teams and individuals are mixed on every page, so separate them by the TEAM tag on each card rather than by the label under the number: the label has four different wordings including a singular one and a no-sales one, and a parser keyed to a single string silently drops rows
What the agent runsdone
zillow /search_agents$0.010 markup
homes.com /search_agents$0.020 markup
loopnet /search_brokers$0.010 markup
What came backone US metro · 2026-09-26
Who is on each pagecards of fifteen
the pages are mixed, not splitan earlier version of this page said page one is all teams and individuals start on page two. On two other markets page one ran 11 teams to 4 individuals and 13 to 2, and page two ran the other way. The split is per card, and you have to make it yourself on every page
and the numbers are team numbers on team cardsa card reading 2,413 sales in twelve months is a team's twelve months; read as one person's production it is wrong by the size of the team
the tag is the tell, not the labelevery card carries a TEAM tag, which agreed with the label on all seventy-five cards checked. The label is the worse of the two: it has four wordings, going singular at one sale and reading no sales last 12 months with a null value, so a regex on one string drops rows silently
and the ranges overlap almost completelya page-two team outsold thirteen of the fifteen page-one cards, so page position is not a proxy for size either
$0.0115 agents, with numbers
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View all →When the site will not let you in
For the provider that answers every call with a site-protection 503.
Cheapest source first, then fall through
The same route, applied to finding a person rather than a market.
Extract page content for RAG
When the listing is only on the brokerage's own site, reading the page is next.