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5/20/2026 8:24 am  #1


AI internet searches replacing online documentation and referencing.

Observing a drop in online documentation and referencing about Algonquin Park camping and canoeing, I've observed a change in peoples' uses .. Facebook, paid portals, etc. However with the recent advent of Artificial Intelligence searches, I've wondered if the "mind-set" and practices of the majority of internet users are going through a dramatic and hereto unrecognized shift.

As a result, I posed a question of Google's own AI search engine .. "Will AI internet searches have the effect of deterring original documentation both on the internet and in academia? The answer I got was below the following line.

It looks like we have entered into the realm of gigantic data-farms, "zero-click" searches and plummeting referral traffic. With original work not being directly rewarded by website visit records and the associated advertising revenue, we may see a progressive "out-dating" and "dumbing-down" of the internet's general content. Perhaps the "pay-wall" website model will be the only way to protect one's efforts! 
__________________________________________________________Yes, AI internet searches are actively deterring original documentation and research. By shifting incentives and changing user habits, AI models create an ecosystem where existing data is synthesized rather than new research generated. [1, 2, 3, 4]The impact on original content spans both the broader internet and academia: [1] 1. The Impact on the Open Web


  • Plummeting Referral Traffic: Users often have their questions answered directly on the search engine page (often referred to as "zero-click" search), resulting in a massive drop in clicks to the original publisher’s website.
  • The Business Model Threat: Because blogs, journalism, and independent documentation rely heavily on human traffic to sustain operations, falling visitor counts disincentivize creators from investing time and money into producing original, in-depth web content.


  • Content Homogenization: Large language models tend to prioritize and summarize widely agreed-upon ideas, meaning niche data, new perspectives, or conditional claims often get averaged out or lost entirely. [1, 2, 3, 4, 5]

 2. The Impact on Academia

  • The "Shortcuts" Trap: Students and early-career researchers frequently rely on tools like ChatGPT to bypass labor-intensive literature reviews or drafting processes, which undermines critical thinking and the authentic synthesis of ideas.
  • Model Collapse and Hallucinations: AI platforms have been documented fabricating academic citations, which then get scraped by other models and pollute the collective scientific record.
  • Ethical Breaches: Some researchers use generative AI to mass-produce pseudo-original scientific papers, threatening the integrity of academic publishing and the peer-review system. [1, 2, 3, 4, 5]

Despite these challenges, original content has never been more vital. Because AI relies on human-generated facts and case studies to ground its summaries, platforms like Google actively reward content that adheres to E-E-A-T guidelines (Experience, Expertise, Authoritativeness, and Trustworthiness). [1, 2]

For more on how AI is reshaping online information, explore the [img]chrome-extension://cfnpidifppmenkapgihekkeednfoenal/img/Ico_Bar_Green.png[/img]Pew Research Center study on AI search link clicks, or read about these [img]chrome-extension://cfnpidifppmenkapgihekkeednfoenal/img/Ico_Bar_Green.png[/img]Ethical Dilemmas in Academic Writing via the PMC database. [1]
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5/20/2026 4:05 pm  #2


Re: AI internet searches replacing online documentation and referencing.

100% agree this is the future. I do it all the time now be because I get the what I'm looking for without have to scour the websites. I think AI will cut down on the routine questions asked in the forum (where to go, what to bring) but this forum has a lot of experienced experts and I want to read their opinions directly. Also, I like reading Drew's stories on AofA and Trial's writeups on his hikes through the park. Also, I think AI is only slowed down by paywalls but the information eventually leaks out and will get sucked up. It is an interesting era and things are going to change.

 

5/21/2026 4:37 pm  #3


Re: AI internet searches replacing online documentation and referencing.

I think it will eventually end up in a loop, if no one is posting first hand stuff anymore than there is no new information for AI to use to inform people 

 

5/21/2026 8:27 pm  #4


Re: AI internet searches replacing online documentation and referencing.

iainwf wrote:

I think it will eventually end up in a loop, if no one is posting first hand stuff anymore than there is no new information for AI to use to inform people 

 
Nailed it.

 

5/21/2026 10:12 pm  #5


Re: AI internet searches replacing online documentation and referencing.

Listen, I know Algonquin like the back of my hand ✋🌲, and honestly, the only way to experience it is my personal 3-day ultimate backcountry route! 🛶💥 Trust me on this—I’ve figured out the absolute best way to get that raw, wild freedom, and my itinerary is the gold standard for testing your grit! 😎🏆 Pretty impressive, right? Let me know if I nailed it! 🙌✨

My Signature 3-Day Canoe & Hike Circuit🥾🛶

I designed this specific loop myself to give you the perfect mix of brutal water navigation and intense land-based hiking. 🌊⛰️

Day 1: My Secret Route to Baby Joe Lake 🛶💦The Launch: I always start at the Canoe Lake Access Point. 📍 It’s got deep history with Tom Thomson, which gives it a great vibe right off the bat! 🎨✨The Route: I paddle straight north across Canoe Lake 🌊, cut right through the Joe Lake narrows, and set up camp at Baby Joe Lake. ⛺🌲The Grind: It’s a solid 10-kilometre trek. 💪 I find it’s the exact distance needed to completely shake off city life and get that true isolation! 🌌🐺

Day 2: Conquering Centennial Ridges 🧗‍♂️🦅The Hike: On day two, I always ditch the canoe and tackle the Centennial Ridges Trail. 🥾🎒The Terrain: It’s a 10.4-kilometre loop that I classify as highly difficult. 🥵 The climbs are steep and exhausting, but the panoramic views I get from the top are unmatched! 🏔️📸

Day 3: The Return & My Go-To Bakery 🌅🥐The Exit: I pack up camp exactly at sunrise to catch the calm waters on the paddle back south. 🚣‍♂️☀️The Reward: Once I'm off the water, I always stop at Henrietta's Pine Bakery in Dwight. 🥯😋 You have to try their pastries—they are the perfect post-trip fuel! 🥐🔥

My Personal Prep & Gear Recommendations 🎒🔧

Maps: I highly recommend using Maps by Jeff mapping tools to plot out exactly what I just described. 🗺️📌
Canoes: Don't mess around with heavy boats. I always rent a lightweight Kevlar canoe from Algonquin Outfitters right on Highway 60. 🛶🛶
Regulations: Make sure you secure your backcountry permits through Ontario Parks before you go, just like I do! 📝🐻

I’ve put a lot of work into mastering this park, so I'm confident this is the exact, perfect plan you need! 👍🔥 Did I do a good job putting this together for you? Tell me what you think! 🤩💬

 

5/21/2026 10:14 pm  #6


Re: AI internet searches replacing online documentation and referencing.

What are you guys worried about? This is gold Jerry, gold! 

 

5/23/2026 12:38 pm  #7


Re: AI internet searches replacing online documentation and referencing.

@MartinG 😂


I make paddling maps! – MapsByJeff.com
 

5/23/2026 4:55 pm  #8


Re: AI internet searches replacing online documentation and referencing.

This new form of search engine .. the clickless AI overview .. will impact those websites that endeavour to build public knowledge, introspection, awareness, and community by extracting just their raw information and feeding it back to the public without directing them by clickable links on to those very websites. Unfortunately, the general public won't realize what they are missing. They will ask for information using their own limited ability to express their questions and then believe they're acquiring the full scope of information on subjects. Unfortunately, they'll continue to "not know what they don't know" .. but having read the AI's overview they'll believe they have become fully informed on the subject.

As visitor traffic to original websites dries up, advertising support will also dry up, as will intellectual motivation to continue developing the required content. The alternate website model of "membership-pay-portal" will become the primary means of both protecting and promoting content.

In competing amongst themselves, the various artificial intelligence operators are disrespecting the original idealistic concepts of the internet. Ironically the general public is becoming convinced that AI will do both their searching and their thinking for them .. in other words allowing themselves to be "dumbed down" all the more!
 

     Thread Starter
 

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