u/Mother-Cry8929

I'm trying to understand the real journey from idea to adoption. I know the sales cycle in education is brutal — I've heard 6-18 months to close a deal. But I'm curious about the messy middle.

For those of you who've built something and gotten it into a school or university:

1. How did you get your foot in the door? Was it a warm intro? Cold outreach? A teacher who loved it and championed you?
2. What was the biggest thing that almost killed the deal? IT security? Privacy concerns? Faculty resistance? Budget?
3. How did you handle privacy and compliance? Did you have FERPA and COPPA figured out from day one, or did you scramble later? I keep hearing "privacy is a sales issue" — districts are rejecting vendors who can't show airtight policies. Was that your experience?
4. What do you wish you knew before you started that nobody told you?

I'm trying to understand the dark truths — not the success story marketing version. What actually sucked and what would you do differently?

For those of you in instructional design, IT, or admin roles who actually decide what tools get used:

1. What's your actual criteria before adopting a new tool? Cost? Evidence it works? Ease of integration? Student demand?
2. What would make you say NO to something like NotebookLM even if it looked promising?
3. Have you seen AI study tools actually improve learning outcomes? Or is it mostly hype?
4. What's the biggest barrier to adoption right now? Teacher training? Privacy concerns? Skepticism?
5. If you've seen tools fail after adoption — what went wrong?

Hey everyone, I'm doing some investigation and looking into NotebookLM as a subject for my research, so just curious to learn. And also, just like, anything would be helpful.

For those of you using it academically:

• How are you actually using it? (e.g., feeding it lecture slides, dense research papers, or entire textbooks?)
• Do you genuinely recommend it? And what subjects does it shine in? I've heard it's decent for humanities but falls apart with math-heavy or logic-based STEM stuff – is that your experience?
• What are the biggest pitfalls or things I should be aware of? I know about the 50-source limit, but how often does it hallucinate or mess up citations in your actual workflow?

Also, I'm really curious about alternatives. If you've ditched NotebookLM for something else, what did you switch to, and why is it actually better for your specific use case? Trying to figure out if I should invest time in this or look elsewhere. Thanks!

Hey everyone, I'm doing some investigation and looking into NotebookLM as a subject for my research, so just curious to learn. And also, just like, anything would be helpful.

For those of you using it academically:

• How are you actually using it? (e.g., feeding it lecture slides, dense research papers, or entire textbooks?)
• Do you genuinely recommend it? And what subjects does it shine in? I've heard it's decent for humanities but falls apart with math-heavy or logic-based STEM stuff – is that your experience?
• What are the biggest pitfalls or things I should be aware of? I know about the 50-source limit, but how often does it hallucinate or mess up citations in your actual workflow?

Also, I'm really curious about alternatives. If you've ditched NotebookLM for something else, what did you switch to, and why is it actually better for your specific use case? Trying to figure out if I should invest time in this or look elsewhere. Thanks!

Hey everyone, I'm doing some investigation and looking into NotebookLM as a subject for my research, so just curious to learn. And also, just like, anything would be helpful.

For those of you using it academically:

• How are you actually using it? (e.g., feeding it lecture slides, dense research papers, or entire textbooks?)
• Do you genuinely recommend it? And what subjects does it shine in? I've heard it's decent for humanities but falls apart with math-heavy or logic-based STEM stuff – is that your experience?
• What are the biggest pitfalls or things I should be aware of? I know about the 50-source limit, but how often does it hallucinate or mess up citations in your actual workflow?

Also, I'm really curious about alternatives. If you've ditched NotebookLM for something else, what did you switch to, and why is it actually better for your specific use case? Trying to figure out if I should invest time in this or look elsewhere. Thanks!