Why Does Argon Add Extra Context to Some AI Answers?

Cole F. · 2026-01-22T03:24:29.680Z

Any idea why Argon will randomly add additional context to answers? Created a column w/ Use AI (Argon) to extract a zip code from an address. The majority worked correctly, but then others gave unnecessary reasoning and details.

Why Does Argon Add Extra Context to Some AI Answers? | Clay

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Cole F.
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Cole F.
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https://app.clay.com/workspaces/696717/workbooks/wb_0t3fcsxwWJARYFJDGcm/tables/t_0t98gmgQWUux7bed29h/views/gv_0t98gmidbeVfX7SybCY
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Yep - that’s normal when the AI isn’t tightly constrained, so some rows “helpfully” add reasoning or extra text instead of returning only the ZIP. [1]
To make it consistently output just the ZIP:
Update the prompt to explicitly require a single value (e.g., “Return ONLY the 5-digit ZIP code. No words, no punctuation, no explanation.”). [2]
If possible, constrain the output to a structured format (JSON schema with a zip field) so it can’t free-form.
Use Preview and iterate on the prompt until every preview row returns the same format. [3]
Also worth double-checking your column configuration matches across runs, since differing AI options can change output behavior.
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If you still need help refining the AI output to consistently return only the ZIP code, I’m here to assist. Would you like to provide more details about what you’re trying to achieve or any specific challenges you’re facing?
Harshil B.
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what is your prompt
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I don’t have your exact prompt, but here’s a solid one that usually prevents Argon from adding extra explanation by forcing a strict output format. [1]
#VARIABLES# {Address} = /Address #INSTRUCTIONS# Extract the 5-digit US ZIP code from {Address}. Return ONLY the ZIP code (5 digits). No words, no punctuation, no reasoning. If no ZIP code is present, return blank.
Also: in Use AI, define an output field like zip_code and set its data type appropriately - that tends to keep outputs consistent. [2] And you can use “Generate with prompt” to have Clay draft a version, then tweak it with the strict “Return ONLY…” rule. [3]
Clay Support
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Did that answer your question?
Clay Support
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If you still need help with refining your prompt or AI output, I’m here to assist. Would you like to share more about what you’re trying to achieve or any specific issues you’re encountering?

Cole F.
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Cole F.
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https://app.clay.com/workspaces/696717/workbooks/wb_0t3fcsxwWJARYFJDGcm/tables/t_0t98gmgQWUux7bed29h/views/gv_0t98gmidbeVfX7SybCY
Clay Support
APP
·
·
Yep - that’s normal when the AI isn’t tightly constrained, so some rows “helpfully” add reasoning or extra text instead of returning only the ZIP. [1]
To make it consistently output just the ZIP:
Update the prompt to explicitly require a single value (e.g., “Return ONLY the 5-digit ZIP code. No words, no punctuation, no explanation.”). [2]
If possible, constrain the output to a structured format (JSON schema with a zip field) so it can’t free-form.
Use Preview and iterate on the prompt until every preview row returns the same format. [3]
Also worth double-checking your column configuration matches across runs, since differing AI options can change output behavior.
Clay Support
APP
·
·
Did that answer your question?
Clay Support
APP
·
·
If you still need help refining the AI output to consistently return only the ZIP code, I’m here to assist. Would you like to provide more details about what you’re trying to achieve or any specific challenges you’re facing?
Harshil B.
·
·
what is your prompt
Clay Support
APP
·
·
I don’t have your exact prompt, but here’s a solid one that usually prevents Argon from adding extra explanation by forcing a strict output format. [1]
#VARIABLES# {Address} = /Address #INSTRUCTIONS# Extract the 5-digit US ZIP code from {Address}. Return ONLY the ZIP code (5 digits). No words, no punctuation, no reasoning. If no ZIP code is present, return blank.
Also: in Use AI, define an output field like zip_code and set its data type appropriately - that tends to keep outputs consistent. [2] And you can use “Generate with prompt” to have Clay draft a version, then tweak it with the strict “Return ONLY…” rule. [3]
Clay Support
APP
·
·
Did that answer your question?
Clay Support
APP
·
·
If you still need help with refining your prompt or AI output, I’m here to assist. Would you like to share more about what you’re trying to achieve or any specific issues you’re encountering?