During onboarding, I uploaded a small CSV file (under 1 MB) in a clean tabular format. It failed after some time for no clear reason. Then I tried connecting Google Sheets, but got an authentication error. When I uploaded the CSV again, it showed the data processing indication. Once it hit 100%, I got this error: “Failed to create canvas. Please try again.”
I suspect this is a review I will update over the next few weeks, but here’s the lowdown as it stands.
On paper, this is a fantastic proposition. Data analytics + LLM has been on my radar for some weeks now, but my attempts to build something myself were taking too long. This seemed to tick all the boxes and the team behind it seem to have all the quals.
As has been stated, even at Tier 3 the quotas are restrictive. 50 workspaces/ canvases sounds generous until your realise that with only 5 data sources in total the likelihood of being able to use this as an Agency tool are little to none. 50 AI requests a month - not even two a day - make this less of conversation with AI and more of an exercise in brevity. This solution badly needs BYOK otherwise the quotas just aren’t going to work.
My own experience in using the platform left me with the impression that it’s a very early MVP. Setting up a Google Analytics connection resulted in at first nothing then error messages. Uploading a csv file yields a better result but the output was questionable and there is no way I’d consider presenting this to anyone without a lot of fact checking and review.
The slide editor is clunky to say the least and feels like something from ten years ago. It took me a good few attempt before working out how to export to Google Slides - it’s far from intuitive.
I couldn’t find a support email or chat function anywhere - instead it’s delivered via readme threads that are buggy as hell. Three days later I’m still waiting for a response.
In short, this has potential on paper but has a long way to go. At this stage it’s a likely refund but I’m crossing my fingers that the next 55 days will turn things around.
Founder Team
Brad_ScoopAnalytics
Oct 13, 2025
Hey guys, BYOK is coming in a couple of days. And along with that we will be opening up data science studio as well. We are also considering opening up process analysis, however that requires multiple snapshots of data. We are looking at expanding the number of data sources for tier 3 as well. But stay tuned for BYOK shortly.
Nothing worked for me. I had connected both Google Analytics and Google Ads, but kept getting some red error message saying "I didn’t have permission". The Slack integration also failed. I gave up after a while and requested a refund.
Founder Team
Brad_ScoopAnalytics
Oct 10, 2025
Hi Mark, can we jump on with you? We just published a video on how to do Google Analytics yesterday. We can also see what's happening for you with Slack. We have many people using it now. Send me a note at brad@scoopanalytics.com. But here's a video we just put up on GoogleAnalytics for example - check it out - it shows how to do this: https://www.youtube.com/watch?v=T6df_g4EleM
Verified purchaser
Couldn't get it to work
During onboarding, I uploaded a small CSV file (under 1 MB) in a clean tabular format. It failed after some time for no clear reason. Then I tried connecting Google Sheets, but got an authentication error. When I uploaded the CSV again, it showed the data processing indication. Once it hit 100%, I got this error: “Failed to create canvas. Please try again.”
Nope, I’m not trying again 😅
Share Scoop Analytics
Verified purchaser
Good on paper, not so good in practice.
Tier 3 review after 4 days use.
I suspect this is a review I will update over the next few weeks, but here’s the lowdown as it stands.
On paper, this is a fantastic proposition. Data analytics + LLM has been on my radar for some weeks now, but my attempts to build something myself were taking too long. This seemed to tick all the boxes and the team behind it seem to have all the quals.
As has been stated, even at Tier 3 the quotas are restrictive. 50 workspaces/ canvases sounds generous until your realise that with only 5 data sources in total the likelihood of being able to use this as an Agency tool are little to none. 50 AI requests a month - not even two a day - make this less of conversation with AI and more of an exercise in brevity. This solution badly needs BYOK otherwise the quotas just aren’t going to work.
My own experience in using the platform left me with the impression that it’s a very early MVP. Setting up a Google Analytics connection resulted in at first nothing then error messages. Uploading a csv file yields a better result but the output was questionable and there is no way I’d consider presenting this to anyone without a lot of fact checking and review.
The slide editor is clunky to say the least and feels like something from ten years ago. It took me a good few attempt before working out how to export to Google Slides - it’s far from intuitive.
I couldn’t find a support email or chat function anywhere - instead it’s delivered via readme threads that are buggy as hell. Three days later I’m still waiting for a response.
In short, this has potential on paper but has a long way to go. At this stage it’s a likely refund but I’m crossing my fingers that the next 55 days will turn things around.
Brad_ScoopAnalytics
Oct 13, 2025Hey guys, BYOK is coming in a couple of days. And along with that we will be opening up data science studio as well. We are also considering opening up process analysis, however that requires multiple snapshots of data. We are looking at expanding the number of data sources for tier 3 as well. But stay tuned for BYOK shortly.
Share Scoop Analytics
Verified purchaser
Nothing worked for me
Nothing worked for me. I had connected both Google Analytics and Google Ads, but kept getting some red error message saying "I didn’t have permission". The Slack integration also failed. I gave up after a while and requested a refund.
Brad_ScoopAnalytics
Oct 10, 2025Hi Mark, can we jump on with you? We just published a video on how to do Google Analytics yesterday. We can also see what's happening for you with Slack. We have many people using it now. Send me a note at brad@scoopanalytics.com. But here's a video we just put up on GoogleAnalytics for example - check it out - it shows how to do this:
https://www.youtube.com/watch?v=T6df_g4EleM
We can perhaps...
Share Scoop Analytics