Answer
Jun 17, 2025 - 03:20 PM
You can gain some insights on how ChatGPT reasons and thinks by doing some digging in Chrome devtools when you do a chat on ChatGPT....where you can find Json that really speaks to how ChatGPT is thinking as it's reasoning on what sites to pull as a result. See here:

We'll paste the full JSON at the bottom of this thread....but a few notes of things we're observing:
Search Intent
It makes it's own "thoughts" of the intent of the chat...see here:
It Searches the Web
It appears to do a search of the web:
So it appears to do a web search, and we've seen reported that it is utilizing Bing's search to find content that could match.
Organizing the Search Results
It appears to organize the search results and identify the text within each search result that satisfies the query...see here:
You'll see Answerbase's customer referenced as the top two search results. What's interesting is that it's pulling from a second Answerbase customer Q&A reference that isn't typically noted about this query or well ranked. We see the first reference regularly referenced in search results...and you can see it referenced in Bing here:

But you can see it is leveraging two different posts from that same customer within the ChatGPT logic as shown here:

That second reference is on page 3 within Bing's results....see here:

We're unsure why it's referenced more than once, but we're happy that ChatGPT seems to be loving what Answerbase customers are spitting out (and above Amazon). It is interesting that it's finding references that are not highly ranked themselves...but from the same source....so may speak to ChatGPT's autonomy in doing and analyzing web searches outside of the current search engines ranking (too early to tell, we've seen other comments that they are using Bing). We have also seen this other page referenced in Perplexity responses as well pretty prominently...see here:

So...something to look out for....on how LLMs are respecting content that traditional search engines may not have been giving much visibility to. Anyway....just some observations there...let's continue digging into what ChatGPT is doing here....
Writing the Response
Then it starts to write the response which you can see here:

and also notes where it cites the source of the content....as shown in this JSON here:
It appears to perhaps reference a main citation and then other "supporting websites" as shown here:

and that appears to be shown in the display...with the RVupgradestore reference (Answerbase customer) shown visibly and then the "+7" with the other 7 sites that they consider "supporting websites" but don't get the visual and branded credit. See how that displays here:

You'll see that in the next reference as well.....where the Answerbase customer Rvupgradestore is being visiblity referenced....and then the "+1" that is the "supporting website" (which happens to be Amazon) is noted....see that noted here:

So as you can see the Answerbase customer is being very well referenced and visible within the ChatGPT result.
Fallback Items
You'll notice an interesting "fallback items" where the Answerbase customer is also referenced....see here:
What's interesting about this....is that even with other items being cited where the Answerbase customer is not being directly referenced....it is being noted as the "fallback" as seen in this snippet:
Sources Element
And then on the bottom of the result, you see a "Sources" where the Answerbase customer is clearly referenced along with only a few of the others. Here is the JSON
So....a little insight into how ChatGPT is doing what they're doing and how they're "reasoning" towards what sites are giving the best results.
Here is the full JSON.
We're happy to see ecommerce FAQs managed by Answerbase being referenced as AI is finding the best content that can satisfy each search result. At the end of the day, it's going to come down to what sites are most effectively answering their real customer questions.....and Answerbase powers that for ecommerce merchants to ensure they are the ones fulfilling that demand for information and are appropriately referenced.

We'll paste the full JSON at the bottom of this thread....but a few notes of things we're observing:
Search Intent
It makes it's own "thoughts" of the intent of the chat...see here:
"content": {
"content_type": "thoughts",
"thoughts": [
{
"summary": "Checking heater runtime on 20lb propane tank",
"content": "I’d like to work out how long an Olympian heater runs on a 20lb propane tank. I'll search for the answer to double-check precise details. This will help me respond more accurately with credible info, such as typical usage times for propane in similar heaters. I’ll gather data on average consumption for these heaters and how long a 20lb tank generally lasts. Let’s find it!"
}
],
"source_analysis_msg_id": "2a18c117-f5ef-42fc-974f-226c4d0869b9"
},
It Searches the Web
It appears to do a search of the web:
"search_queries": [
{
"type": "search",
"q": "Olympian heater run time 20 lb propane tank"
}
],
"search_display_string": "Searching the web...",
"searched_display_string": "Searched the web...",
"message_type": null,
"model_slug": "gpt-4o",
"default_model_slug": "gpt-4o",
"parent_id": "a9876901-4214-4fb4-bf66-ab6c7feba97d",
"request_id": "9515a6976e72ae46-IAH",
"timestamp_": "absolute",
"model_switcher_deny": []
So it appears to do a web search, and we've seen reported that it is utilizing Bing's search to find content that could match.
Organizing the Search Results
It appears to organize the search results and identify the text within each search result that satisfies the query...see here:
"search_result_groups": [
{
"type": "search_result_group",
"domain": "answers.rvupgradestore.com",
"entries": [
{
"type": "search_result",
"url": "https://answers.rvupgradestore.com/2184888/How-long-will-this-Olympian-heater-
run-on-a-20-lb-propane-tank",
"title": "How long will this Olympian heater run on a 20 lb propane tank ...",
"snippet": "A 20 lb tank would last around 160 hours. On it's low setting it uses approximately 1/15 lb per hour so it should run around 300 hours.",
"ref_id": null,
"pub_date": 1475625600.0,
"attribution": "answers.rvupgradestore.com"
},
{
"type": "search_result",
"url": "https://answers.rvupgradestore.com/4599700/How-much-gas-does-it-use-per-hour",
"title": "How much gas does it use per hour? Camco 57341 Olympian Wave ...",
"snippet": "With a 20 lb tank, it can last approximately 160 hours. On its low setting, it uses around 1/15 lb per hour, providing a runtime of ...",
"ref_id": null,
"pub_date": 1693526400.0,
"attribution": "answers.rvupgradestore.com"
}
]
},
{
"type": "search_result_group",
"domain": "www.amazon.com",
"entries": [
{
"type": "search_result",
"url": "https://www.amazon.com/ask/questions/TxLW9Z1CA26N73",
"title": "Customer Questions & Answers - Amazon.com",
"snippet": "A 20 lb tank would last around 160 hours. On it's low setting it uses approximately 1/15 lb per hour so it should run around 300 hours.",
"ref_id": null,
"pub_date": null,
"attribution": "www.amazon.com"
}
]
},
{
"type": "search_result_group",
"domain": "www.irv2.com",
"entries": [
{
"type": "search_result",
"url": "https://www.irv2.com/forums/f258/olympian-wave-8-catalytic-heater-523507.html"
,
"title": "Olympian wave 8 catalytic heater - iRV2 Forums",
"snippet": "For the 3 it's 6 days on high with a 20lb tank, and 11 days on low. Off the main tank it's 54 days and 83 days continuous! Of course these are ...",
"ref_id": null,
"pub_date": 1612137600.0,
"attribution": "www.irv2.com"
}
]
},
{
"type": "search_result_group",
"domain": "www.jaycoowners.com",
"entries": [
{
"type": "search_result",
"url": "https://www.jaycoowners.com/threads/review-of-the-olympian-wave-8-catalytic-he
ater.570660/",
"title": "Review of the Olympian Wave 8 Catalytic Heater",
"snippet": "A 20# propane tank contains approximately 5 gallons - so I was anticipating getting about 15 hours of heat. I turned it on and it fired up ...",
"ref_id": null,
"pub_date": 1697155200.0,
"attribution": "www.jaycoowners.com"
}
]
},
{
"type": "search_result_group",
"domain": "www.reddit.com",
"entries": [
{
"type": "search_result",
"url": "https://www.reddit.com/r/tinyhouse/comments/n1ssit/how_long_do_you_guys_think_
a_20lb_propane_tank/",
"title": "How long do you guys think a 20lb propane tank would last on a mr ...",
"snippet": "Bottom line, I'm thinking 3 days nonstop per 20# tank (on low) is a safe bet. Upvote",
"ref_id": null,
"pub_date": 1619740800.0,
"attribution": "www.reddit.com"
}
]
},
{
"type": "search_result_group",
"domain": "www.youtube.com",
"entries": [
{
"type": "search_result",
"url": "https://www.youtube.com/watch?v=lS6tLOJCbsU",
"title": "propane bottle top heater how long will it last on 20lb tank - YouTube",
"snippet": "In this video we will see just how long the propane bottle top heater will last on a full 20ld tank of propane not an exchange tank.",
"ref_id": null,
"pub_date": 1644969600.0,
"attribution": "www.youtube.com"
}
]
},
{
"type": "search_result_group",
"domain": "westairgases.com",
"entries": [
{
"type": "search_result",
"url": "https://westairgases.com/blog/patio-heater-propane-tank-duration-guide/",
"title": "How Long Does a Patio Heater Propane Tank Last? - WestAir Gases",
"snippet": "A standard 20 lb propane tank typically lasts about 10 hours on high setting when used with a patio heater.",
"ref_id": null,
"pub_date": 1736208000.0,
"attribution": "westairgases.com"
}
]
},
{
"type": "search_result_group",
"domain": "www.fiberglassrv.com",
"entries": [
{
"type": "search_result",
"url": "https://www.fiberglassrv.com/forums/f55/excessice-propane-usage-in-camco-wave-
3-heater-95123.html",
"title": "Excessice Propane Usage in Camco Wave 3 Heater - Fiberglass RV",
"snippet": "I've read these heaters should go almost 60 hours on “Low” on a Coleman 1 lb cylinder yet we used 3.7 lbs for 50 hours on low and 1.5 or so on ...",
"ref_id": null,
"pub_date": 1616112000.0,
"attribution": "www.fiberglassrv.com"
}
]
}
You'll see Answerbase's customer referenced as the top two search results. What's interesting is that it's pulling from a second Answerbase customer Q&A reference that isn't typically noted about this query or well ranked. We see the first reference regularly referenced in search results...and you can see it referenced in Bing here:

But you can see it is leveraging two different posts from that same customer within the ChatGPT logic as shown here:

That second reference is on page 3 within Bing's results....see here:

We're unsure why it's referenced more than once, but we're happy that ChatGPT seems to be loving what Answerbase customers are spitting out (and above Amazon). It is interesting that it's finding references that are not highly ranked themselves...but from the same source....so may speak to ChatGPT's autonomy in doing and analyzing web searches outside of the current search engines ranking (too early to tell, we've seen other comments that they are using Bing). We have also seen this other page referenced in Perplexity responses as well pretty prominently...see here:

So...something to look out for....on how LLMs are respecting content that traditional search engines may not have been giving much visibility to. Anyway....just some observations there...let's continue digging into what ChatGPT is doing here....
Writing the Response
Then it starts to write the response which you can see here:

and also notes where it cites the source of the content....as shown in this JSON here:
{
"matched_text": "citeturn0search0turn0search5",
"start_idx": 278,
"end_idx": 310,
"safe_urls": [],
"refs": [],
"alt": null,
"prompt_text": null,
"type": "grouped_webpages",
"items": [
{
"title": "How long will this Olympian heater run on a 20 lb propane tank ...",
"url": "https://answers.rvupgradestore.com/2184888/How-long-will-this-Olympian-heater-
run-on-a-20-lb-propane-tank?utm_source=chatgpt.com",
"pub_date": 1475625600.0,
"snippet": "A 20 lb tank would last around 160 hours. On it's low setting it uses approximately 1/15 lb per hour so it should run around 300 hours.",
"attribution_segments": [
"0-0"
],
"supporting_websites": [
{
"title": "How much gas does it use per hour? Camco 57341 Olympian Wave ...",
"url": "https://answers.rvupgradestore.com/4599700/How-much-gas-does-it-use-per-hour?u
tm_source=chatgpt.com",
"pub_date": 1693526400.0,
"snippet": "With a 20 lb tank, it can last approximately 160 hours. On its low setting, it uses around 1/15 lb per hour, providing a runtime of ...",
"attribution": "answers.rvupgradestore.com"
},
{
"title": "Review of the Olympian Wave 8 Catalytic Heater",
"url": "https://www.jaycoowners.com/threads/review-of-the-olympian-wave-8-catalytic-he
ater.570660/?utm_source=chatgpt.com",
"pub_date": 1697155200.0,
"snippet": "A 20# propane tank contains approximately 5 gallons - so I was anticipating getting about 15 hours of heat. I turned it on and it fired up ...",
"attribution": "jaycoowners.com"
},
{
"title": "How long do you guys think a 20lb propane tank would last on a mr ...",
"url": "https://www.reddit.com/r/tinyhouse/comments/n1ssit/how_long_do_you_guys_think_
a_20lb_propane_tank/?utm_source=chatgpt.com",
"pub_date": 1619740800.0,
"snippet": "Bottom line, I'm thinking 3 days nonstop per 20# tank (on low) is a safe bet. Upvote",
"attribution": "reddit.com"
},
{
"title": "Olympian wave 8 catalytic heater - iRV2 Forums",
"url": "https://www.irv2.com/forums/f258/olympian-wave-8-catalytic-heater-523507.html?
utm_source=chatgpt.com",
"pub_date": 1612137600.0,
"snippet": "For the 3 it's 6 days on high with a 20lb tank, and 11 days on low. Off the main tank it's 54 days and 83 days continuous! Of course these are ...",
"attribution": "irv2.com"
},
{
"title": "How Long Does a Patio Heater Propane Tank Last? - WestAir Gases",
"url": "https://westairgases.com/blog/patio-heater-propane-tank-duration-guide/?utm_so
urce=chatgpt.com",
"pub_date": 1736208000.0,
"snippet": "A standard 20 lb propane tank typically lasts about 10 hours on high setting when used with a patio heater.",
"attribution": "westairgases.com"
},
{
"title": "Customer Questions & Answers - Amazon.com",
"url": "https://www.amazon.com/ask/questions/TxLW9Z1CA26N73?utm_source=chatgpt.com",
"pub_date": null,
"snippet": "A 20 lb tank would last around 160 hours. On it's low setting it uses approximately 1/15 lb per hour so it should run around 300 hours.",
"attribution": "amazon.com"
},
{
"title": "propane bottle top heater how long will it last on 20lb tank - YouTube",
"url": "https://www.youtube.com/watch?v=lS6tLOJCbsU&utm_source=chatgpt.com",
"pub_date": 1644969600.0,
"snippet": "In this video we will see just how long the propane bottle top heater will last on a full 20ld tank of propane not an exchange tank.",
"attribution": "youtube.com"
}
],
"refs": [
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 0
},
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 5
},
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 3
},
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 4
},
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 2
},
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 7
},
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 1
},
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 6
}
],
"hue": null,
"attributions": null,
"attribution": "answers.rvupgradestore.com"
},
{
"title": "How much gas does it use per hour? Camco 57341 Olympian Wave ...",
"url": "https://answers.rvupgradestore.com/4599700/How-much-gas-does-it-use-per-hour?u
tm_source=chatgpt.com",
"pub_date": 1693526400.0,
"snippet": "With a 20 lb tank, it can last approximately 160 hours. On its low setting, it uses around 1/15 lb per hour, providing a runtime of ...",
"attribution_segments": [
"0-1"
],
"supporting_websites": [
{
"title": "Customer Questions & Answers - Amazon.com",
"url": "https://www.amazon.com/ask/questions/TxLW9Z1CA26N73?utm_source=chatgpt.com",
"pub_date": null,
"snippet": "A 20 lb tank would last around 160 hours. On it's low setting it uses approximately 1/15 lb per hour so it should run around 300 hours.",
"attribution": "amazon.com"
}
],
"refs": [
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 5
},
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 1
}
],
"hue": null,
"attributions": null,
"attribution": "answers.rvupgradestore.com"
}
],
"fallback_items": [
{
"title": "How long will this Olympian heater run on a 20 lb propane tank ...",
"url": "https://answers.rvupgradestore.com/2184888/How-long-will-this-Olympian-heater-
run-on-a-20-lb-propane-tank?utm_source=chatgpt.com",
"pub_date": 1475625600.0,
"snippet": "A 20 lb tank would last around 160 hours. On it's low setting it uses approximately 1/15 lb per hour so it should run around 300 hours.",
"attribution_segments": null,
"supporting_websites": [],
"refs": [
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 0
}
],
"hue": null,
"attributions": null
},
{
"title": "How much gas does it use per hour? Camco 57341 Olympian Wave ...",
"url": "https://answers.rvupgradestore.com/4599700/How-much-gas-does-it-use-per-hour?u
tm_source=chatgpt.com",
"pub_date": 1693526400.0,
"snippet": "With a 20 lb tank, it can last approximately 160 hours. On its low setting, it uses around 1/15 lb per hour, providing a runtime of ...",
"attribution_segments": null,
"supporting_websites": [],
"refs": [
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 5
}
],
"hue": null,
"attributions": null
}
],
"status": "done",
"error": null,
"style": "v2"
},
It appears to perhaps reference a main citation and then other "supporting websites" as shown here:

and that appears to be shown in the display...with the RVupgradestore reference (Answerbase customer) shown visibly and then the "+7" with the other 7 sites that they consider "supporting websites" but don't get the visual and branded credit. See how that displays here:

You'll see that in the next reference as well.....where the Answerbase customer Rvupgradestore is being visiblity referenced....and then the "+1" that is the "supporting website" (which happens to be Amazon) is noted....see that noted here:

So as you can see the Answerbase customer is being very well referenced and visible within the ChatGPT result.
Fallback Items
You'll notice an interesting "fallback items" where the Answerbase customer is also referenced....see here:
"fallback_items": [
{
"title": "How long will this Olympian heater run on a 20 lb propane tank ...",
"url": "https://answers.rvupgradestore.com/2184888/How-long-will-this-Olympian-heater-
run-on-a-20-lb-propane-tank?utm_source=chatgpt.com",
"pub_date": 1475625600.0,
"snippet": "A 20 lb tank would last around 160 hours. On it's low setting it uses approximately 1/15 lb per hour so it should run around 300 hours.",
"attribution_segments": null,
"supporting_websites": [],
"refs": [
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 0
}
],
"hue": null,
"attributions": null
},
{
"title": "How much gas does it use per hour? Camco 57341 Olympian Wave ...",
"url": "https://answers.rvupgradestore.com/4599700/How-much-gas-does-it-use-per-hour?u
tm_source=chatgpt.com",
"pub_date": 1693526400.0,
"snippet": "With a 20 lb tank, it can last approximately 160 hours. On its low setting, it uses around 1/15 lb per hour, providing a runtime of ...",
"attribution_segments": null,
"supporting_websites": [],
"refs": [
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 5
}
],
"hue": null,
"attributions": null
}
What's interesting about this....is that even with other items being cited where the Answerbase customer is not being directly referenced....it is being noted as the "fallback" as seen in this snippet:
{
"matched_text": "citeturn0search0turn0search5",
"start_idx": 451,
"end_idx": 483,
"safe_urls": [],
"refs": [],
"alt": null,
"prompt_text": null,
"type": "grouped_webpages",
"items": [
{
"title": "How long do you guys think a 20lb propane tank would last on a mr ...",
"url": "https://www.reddit.com/r/tinyhouse/comments/n1ssit/how_long_do_you_guys_think_
a_20lb_propane_tank/?utm_source=chatgpt.com",
"pub_date": 1619740800.0,
"snippet": "Bottom line, I'm thinking 3 days nonstop per 20# tank (on low) is a safe bet. Upvote",
"attribution_segments": [
"310-0"
],
"supporting_websites": [
{
"title": "Customer Questions & Answers - Amazon.com",
"url": "https://www.amazon.com/ask/questions/TxLW9Z1CA26N73?utm_source=chatgpt.com",
"pub_date": null,
"snippet": "A 20 lb tank would last around 160 hours. On it's low setting it uses approximately 1/15 lb per hour so it should run around 300 hours.",
"attribution": "amazon.com"
}
],
"refs": [
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 4
},
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 1
}
],
"hue": null,
"attributions": null,
"attribution": "reddit.com"
}
],
"fallback_items": [
{
"title": "How long will this Olympian heater run on a 20 lb propane tank ...",
"url": "https://answers.rvupgradestore.com/2184888/How-long-will-this-Olympian-heater-
run-on-a-20-lb-propane-tank?utm_source=chatgpt.com",
"pub_date": 1475625600.0,
"snippet": "A 20 lb tank would last around 160 hours. On it's low setting it uses approximately 1/15 lb per hour so it should run around 300 hours.",
"attribution_segments": null,
"supporting_websites": [],
"refs": [
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 0
}
],
"hue": null,
"attributions": null
},
{
"title": "How much gas does it use per hour? Camco 57341 Olympian Wave ...",
"url": "https://answers.rvupgradestore.com/4599700/How-much-gas-does-it-use-per-hour?u
tm_source=chatgpt.com",
"pub_date": 1693526400.0,
"snippet": "With a 20 lb tank, it can last approximately 160 hours. On its low setting, it uses around 1/15 lb per hour, providing a runtime of ...",
"attribution_segments": null,
"supporting_websites": [],
"refs": [
{
"turn_index": 0,
"ref_type": "search",
"ref_index": 5
}
],
"hue": null,
"attributions": null
}
],
"status": "done",
"error": null,
"style": "v2"
},
Sources Element
And then on the bottom of the result, you see a "Sources" where the Answerbase customer is clearly referenced along with only a few of the others. Here is the JSON
{
"matched_text": " ",
"start_idx": 1624,
"end_idx": 1624,
"safe_urls": [],
"refs": [],
"alt": "",
"prompt_text": null,
"type": "sources_footnote",
"sources": [
{
"title": "How long will this Olympian heater run on a 20 lb propane tank ...",
"url": "https://answers.rvupgradestore.com/2184888/How-long-will-this-Olympian-heater-
run-on-a-20-lb-propane-tank?utm_source=chatgpt.com",
"attribution": "answers.rvupgradestore.com"
},
{
"title": "How long do you guys think a 20lb propane tank would last on a mr ...",
"url": "https://www.reddit.com/r/tinyhouse/comments/n1ssit/how_long_do_you_guys_think_
a_20lb_propane_tank/?utm_source=chatgpt.com",
"attribution": "reddit.com"
},
{
"title": "Customer Questions & Answers - Amazon.com",
"url": "https://www.amazon.com/ask/questions/TxLW9Z1CA26N73?utm_source=chatgpt.com",
"attribution": "amazon.com"
},
{
"title": "Olympian wave 8 catalytic heater - iRV2 Forums",
"url": "https://www.irv2.com/forums/f258/olympian-wave-8-catalytic-heater-523507.html?
utm_source=chatgpt.com",
"attribution": "irv2.com"
}
],
"has_images": false
}
So....a little insight into how ChatGPT is doing what they're doing and how they're "reasoning" towards what sites are giving the best results.
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We're happy to see ecommerce FAQs managed by Answerbase being referenced as AI is finding the best content that can satisfy each search result. At the end of the day, it's going to come down to what sites are most effectively answering their real customer questions.....and Answerbase powers that for ecommerce merchants to ensure they are the ones fulfilling that demand for information and are appropriately referenced.