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# How I Create Podcast Show Notes with Riverside's MCP and ChatGPT
- URL: https://cotovan.com/post/how-i-create-podcast-show-notes-with-riversides-mcp-and-chatgpt/
- Published: 2026-10-30T15:06:52.000Z
- Updated: 2026-10-30T15:46:42.000Z
- Author: Cristi Cotovan
- Tags: Riverside.FM Articles

For every podcast episode I produce, I write two versions of the show notes. The first is long: a story-style summary with quotes from the guest, small anecdotes from the conversation and the guest's bio. That version becomes the blog post that goes on the website with the episode. The second is a condensed version that fits the description limits on YouTube, Spotify and the other platforms.

I've always wanted to have long conversations with an AI model to sculpt and adjust these notes, and the [Riverside](https://cotovan.com/riverside) MCP makes that possible. It connects my AI to my Riverside account, so the model can read the transcript of my edit directly, pull the chapters, and even create clips for me. 

Here is the series of prompts I go through for every episode, from the first hooks to promo posts and vertical clips.

## Connect Riverside to ChatGPT

Before anything else, your AI needs access to your Riverside account. Riverside now has a plugin in the AI marketplaces, so this takes a minute. I'm using ChatGPT here, but the same idea works with any agent that supports MCP.

Start a new chat, click **Plugins** under the message box, and search for Riverside. If it doesn't show up in the short list, choose **Connect plugins** and then **Browse all plugins** to open the plugin marketplace. Search for Riverside there and click the plus button to add it.

![ChatGPT new chat with the Plugins menu open and Riverside listed with a plus button](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-chatgpt-plugins-menu-1.jpg)

Open Plugins under the message box and add Riverside.

ChatGPT then asks you to connect Riverside to your account. Click **Continue to Riverside** and log in to authorize it. You only do this once. Because I was already logged in, I went straight back to ChatGPT with Riverside approved.

![Connect Riverside dialog in ChatGPT with the Continue to Riverside button](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-connect-authorization-1.jpg)

Authorize the connection once and Riverside stays approved in ChatGPT.

## Find the Correct Episode Edit

The first prompt tells the AI exactly which recording to work on. I have several studios and many edits, so I'm specific: "Let's locate Edit 23 in my project with Bret Fisher, in the Media Makers Studio." I call it Edit 23 because I've done a lot of edits on this one. If you work the same way, my guide on [creating multiple edits from one recording](https://cotovan.com/post/how-to-create-multiple-exports-from-the-same-edit-in-riverside/) explains why, and [organizing studios and projects](https://cotovan.com/post/riverside-studios-vs-projects-how-to-organize-your-account-the-right-way/) makes it much easier to point the AI at the right place.

![ChatGPT prompt with the Riverside plugin: Let's locate Edit 23 in my project with Bret Fisher, in the Media Makers Studio](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-locate-edit-prompt-1.jpg)

Name the edit, the project and the studio so the AI picks the right recording.

For the model, I pick the latest one available and set it to high reasoning. A few moments later it confirms it found the edit. Now Riverside knows which project I'm talking about, and every prompt after this one works with that same edit.

![ChatGPT response: Found Edit 23 - Cristi and Bret Fisher in Media Makers](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-found-edit-1.jpg)

The AI confirms the edit it found, with the studio and project names.

## Set the Context and Identify the Hooks

The first real prompt sets the context. It tells the AI that it's an expert podcast script analyst and social media content writer, and asks it to pick up the transcript of this edit in Riverside. Before the MCP, I would copy the transcript from Riverside and paste it into the chat. That's no longer necessary.

I also replace the host and guest placeholders with real names ("Cristi Cotovan (host) and Bret Fisher (guest)"), because I work on several podcasts and I want the AI to use the correct names. Then I ask it to identify three things:

- The overarching topic of the conversation
- The topic we refer to and come back to the most
- A few good hooks: insightful, interesting moments that create curiosity and could open the episode

![ChatGPT prompt asking to pick up the transcript of the edit in Riverside and identify the topic, recurring theme and hooks](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-topic-hooks-prompt-1.jpg)

The first prompt sets the context, names the host and guest and asks for the topic and hooks.

This step is a check. It tells me whether the AI has understood the discussion. In this case it nailed it: building a sustainable business from educational content, with Udemy as the main example, and choosing a course topic with real demand as the recurring theme. It even noticed I described the episode as "how to win on Udemy," which is exactly the title I had in mind.

It also gave me five hooks, each a continuous excerpt from the guest of about 30 to 60 seconds, with timestamps from the edit and a recommendation for which one to open with. I usually favor the ones closer to 30 seconds.

![ChatGPT response with the overarching topic, the most recurring theme and five hook options from Bret Fisher with timestamps](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-topic-hooks-result-1.jpg)

The topic, the recurring theme and hook options with timestamps from the edit.

If you’re eager to learn more about Riverside and wish to have ****a one-on-one Riverside coaching session**, feel free to [book a call with me](https://cotovan.com/coaching).   
  
I’m here to help you with any questions you have and to guide you through the best workflows, tips, workarounds, or just answer any questions you may have!

[Book a session ](https://cotovan.com/coaching) 

## Draft Narrative Show Notes

I reveal what I want a step at a time. Because the context is already in the conversation, each prompt builds on what we've done before. The next prompt asks for show notes of around 4,000 characters that cover the topics we discussed. I don't want a bullet list. I want them to read like a story, the way you'd talk to a friend. I also add a safeguard against clichés, overemphasis, exaggerations, hyperbole and corporate language.

![ChatGPT prompt asking for story-style show notes of around 4000 characters without clichés, hyperbole or corporate language](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-show-notes-prompt-1.jpg)

Ask for story-style notes of around 4,000 characters and rule out clichés and corporate language.

The model you use matters here. With Claude, I prefer the Sonnet models for prose. It may just be my impression, but Opus feels more technical to me. With ChatGPT, the latest models do well. Experiment and see which one gives you the writing you like best.

What comes back is a first draft. It reads well, but it's not finished. We add more in the next steps.

![First draft of narrative show notes in ChatGPT for the episode with Bret Fisher](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-show-notes-first-draft-1.jpg)

The first story-style draft of the show notes.

## Add Guest Quotes to the Show Notes

Next, I ask for quotes. I like to weave short quotes from the guest between the paragraphs of the story. This is what expands the notes into a longer piece that works as a blog post, and it gives the reader a better feel for the episode.

The prompt says: "This is good. Now let's identify a few great quotes from the guest that can be interspersed in the show notes in the relevant places." I also ask for each quote to be its own paragraph and for long quotes to be shortened. Long quotes may be fine for a clip, but in the notes they reveal too much of the show.

There's one line I added after a lot of trial and error: "Do not worry about the 4,000 character limit from this point." Without it, the model sometimes sticks to the original limit and starts shortening the notes to make room for the quotes. I don't want that. I want the quotes added on top.

![ChatGPT prompt asking to identify great quotes from the guest to intersperse in the show notes, ignoring the 4000 character limit](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-guest-quotes-prompt-1.jpg)

Ask for short guest quotes and tell the AI the 4,000-character limit no longer applies.

The quotes come back placed between the paragraphs, each attributed to the guest. Sometimes the model also adjusts the surrounding text so a fact moves out of the paragraph and into the quote.

![Show notes in ChatGPT with short quotes from Bret Fisher placed between paragraphs](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-show-notes-with-quotes-1.jpg)

The guest's quotes now sit between the paragraphs of the story.

## Fact-Check Claims Against the Transcript and Bio

Guests sometimes misremember details during a show, and transcripts can get names, places and company names wrong. The model then treats those mistakes as facts. So before anything goes out, I fact-check.

The prompt asks the AI to take every claim, figure, number, year and location in the show notes and show me the specific quote in the transcript where it came from. I also paste in the guest's bio and tell the AI the bio is authoritative. If the notes and the bio disagree, the bio wins.

![ChatGPT prompt asking to fact-check every claim in the show notes against the transcript, with the guest bio as authoritative](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-fact-check-prompt-1.jpg)

Ask for every claim to be matched to the transcript, with the guest bio as the authority.

The report is thorough. Here it found one naming correction, the name of the guest's podcast, which was transcribed wrong. It also clarified some of the pricing details. Then it gave me a table with each claim, the supporting passage with its timestamp, and a finding. At the end there's a separate check for anything that came from the bio rather than the transcript.

![ChatGPT fact-check report with a naming correction and a table of claims, supporting quotes with timestamps and findings](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-fact-check-claims-table-1.jpg)

Each claim is matched to a timestamped passage from the transcript, with a finding.

If anything comes back as unsupported, my next prompt asks the AI to correct it. Then I get the show notes back with the quotes, the corrections and the bio at the end. If the bio keeps formatting I don't want, I ask for plain text.

## Verify the Guest Quotes

This step is optional, and I sometimes skip it because the fact-check has already done most of the work. But if you want to be extra sure you're not putting words in your guest's mouth, ask for a side-by-side comparison. My prompt says the quotes may be slightly paraphrased or have filler words removed, but I want a parallel comparison of each quote in the show notes and the exact passage it comes from.

![ChatGPT prompt asking for a parallel comparison of each guest quote and the exact transcript passage](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-verify-quotes-prompt-1.jpg)

An extra check: compare every quote to the exact passage in the transcript.

In this case, all five quotes matched the transcript word for word. The only changes were typographic. The AI also explains what it did with each quote, for example when it joined two adjacent transcript segments into one quote or dropped a side note from the middle.

![ChatGPT table comparing each quote in the show notes with the exact passage from Bret Fisher's transcript, plus context checks](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-quote-comparison-1.jpg)

Each quote next to the original passage, with notes on how it was built.

## Finalize and Review the Show Notes

When no more changes are needed, I ask: "Give me the complete show notes now, with quotes, and the bio at the end, the finished version." This gives me a clean final version that includes anything I adjusted along the way.

![ChatGPT prompt: Give me the complete show notes now, with quotes, and the bio at the end, the finished version](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-finished-show-notes-prompt-1.jpg)

Ask for the complete, finished version with quotes and the bio.

I don't just copy this and call it a day. I read everything as it's generated, and I often make changes before moving to the next prompt. Then I send the notes to the guest, and to the client when it's a client's show, so they can confirm everything is accurate. There are usually a few days between this and publication. So far, about 95% of the shows where I've sent this format of show notes have come back with no adjustments.

If you’re eager to learn more about Riverside and wish to have ****a one-on-one Riverside coaching session**, feel free to [book a call with me](https://cotovan.com/coaching).   
  
I’m here to help you with any questions you have and to guide you through the best workflows, tips, workarounds, or just answer any questions you may have!

[Book a session ](https://cotovan.com/coaching) 

## Create Episode Titles and Thumbnail Text

The AI now has the whole conversation in its context, so it's in a good position to suggest titles. My prompt asks it to consider the show notes, the topic and the discussion and come up with something clever and insightful that summarizes the conversation, under 60 characters, with "with \[guest name\]" at the end. I also ask for short versions of two or three words to use on the thumbnail.

When I want titles that create more curiosity, I add an optional set of rules I've collected from groups where YouTube and podcast creators share their analytics:

- Keep the title under 60 characters. Past that, it gets cut off.
- A title that doesn't trigger emotion won't get clicked.
- Negative framing tends to beat neutral framing.
- Numbers can hurt titles. That one is debated, but I like to see what variations it produces.

![ChatGPT prompt asking for episode titles under 60 characters with optional rules about emotion, negative framing and numbers](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-title-rules-prompt-1.jpg)

The title prompt with my optional rules for more curiosity-inducing titles.

It came back with several options, each with its character count and a thumbnail version, and recommended "*A Great Course Can Be a Bad Business, with Bret Fisher.*" That's a title I really like. The other options, like "*Good Courses Don't Always Sell*" or "*Why Your Course Isn't Selling*," take a bolder or more controversial angle, which can work well for titles and thumbnails. 

If you make your thumbnails in Riverside, my guide on [creating AI thumbnails with Co-Creator](https://cotovan.com/post/how-to-create-ai-thumbnails-in-riverside-with-co-creator/) picks up from here.

![ChatGPT table of episode title options with character counts and short thumbnail versions](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-title-options-1.jpg)

Title options with character counts and two- or three-word thumbnail versions.

## Condense the Notes and Include the Chapters

Once the guest or client has approved the notes and the title, we move on to packaging the episode for publication. The long version becomes the blog post, which has no length limit. For the platforms, I need a shorter version. Spotify's description limit is 4,000 characters and YouTube's is 5,000, so I aim for 4,000.

If I made changes to the notes, I paste in the version I settled on. Otherwise I ask the AI to use the last version. The prompt asks it to compress the notes to fit within 4,000 characters without removing essential parts or much of the bio, to trim details and comparisons, and to cut anything that gives away too much of the episode.

It also has to include the chapters. YouTube needs them in the description, so they count toward the limit. And the chapters must not be shortened or changed.

![ChatGPT prompt asking to compress the show notes to 4000 characters for the YouTube description while keeping the chapters unchanged](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-condense-prompt-1.jpg)

Compress the notes to 4,000 characters, chapters included and unchanged.

You don't have to paste the chapters. The AI can pick them up from Riverside through the MCP, with timestamps. If you'd rather paste them yourself, open the menu at the top of the transcript in the Riverside editor and choose **Copy chapters list**. My [markers and chapters guide](https://cotovan.com/post/riverside-markers-and-chapters-complete-workflow-guide/) covers how to set them up in the first place.

![Riverside editor transcript menu with Download transcript, Download subtitles, Copy transcript, Copy chapters list and Copy comments](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-copy-chapters-list.jpg)

In the Riverside editor, Copy chapters list puts the chapters on your clipboard.

The short version keeps some of the quotes, opens with the story and includes the chapters it pulled from Riverside, followed by the bio. Looking at this one, I should have asked for a shorter bio. The notes themselves are now compact, so trimming the bio to the essentials would have freed up some space. That's another prompt I sometimes add.

![Condensed show notes in ChatGPT with quotes and a CHAPTERS list with timestamps pulled from Riverside](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-condensed-notes-chapters-1.jpg)

The condensed notes, with the chapters pulled from Riverside through the MCP.

## Generate YouTube Tags

Tags don't carry much weight on YouTube anymore, but since I have the context, I ask for them anyway. The prompt asks for SEO-friendly, descriptive YouTube tags for the episode, with the strongest ones first, separated by commas and under 500 characters in total. 

It prioritizes more distinctive keywords that might match searches. Copy them and paste them into YouTube. If you also want help with titles and descriptions inside Riverside, see [how I prepare YouTube metadata with Riverside](https://cotovan.com/post/quick-youtube-metadata-riverside/).

![ChatGPT response with a comma-separated list of YouTube tags for the episode and a Copy button](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-youtube-tags-1.jpg)

Comma-separated tags under 500 characters, ready to copy into YouTube.

## Write Social Media Promo Posts

Next, I ask for a social media post in two versions:

- A longer one for Facebook and other platforms without a tight limit
- A short one of about 200 characters for X and other platforms where space is limited

Both include a `[YOUTUBE URL]` placeholder that I replace with the real link once the video is published. This is the output I tweak the most, because I'm not always happy with it. This time the short version came out well: "Can your course become a business? Bret Fisher joins me to explore how to succeed on Udemy and whether your course idea has an audience willing to buy it."

![ChatGPT response with a longer promo post for Facebook and a short 175-character post for X, both with a YouTube URL placeholder](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-social-posts-1.jpg)

A longer post for Facebook and a short one for X, with a placeholder for the video link.

## Select Moments and Create Vertical Clips

The last prompt selects clips. I ask the AI to use the transcript with timings and consider the quotes, the hooks, the episode's topic, and the major insights and lessons. It should select at least 10 short clips I could use for Shorts, TikTok and Reels. Each one must contain a complete idea, quote or insight, with no fragments.

I also ask it to find two or three moments where I ask a question and the guest answers, give each clip a short title, and create them as separate vertical edits in Riverside. I can't always get the question-and-answer ones, but it's worth asking.

Here it selected 12 moments, including three Q&A exchanges, and listed each with its length and main idea: "Give Away Your Best Content," "Check Demand Before You Record," "Can You Beat the Top Courses?" and so on.

![ChatGPT table of 12 selected clips with titles, approximate lengths and the main idea of each](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-mcp-clip-selection-1.jpg)

Twelve complete moments, each with a title, length and main idea.

Then it creates those edits inside Riverside through the MCP. It also builds the layouts and switches scenes based on who is speaking. If the model reaches capacity partway through, you may need to retry, but it finishes in the end.

## Review the Clips, Branding and Scheduling

Back in Riverside, I refresh the project and open the dropdown with the project's edits. The new clips are in the **Magic Clips** section, each with the title the AI gave it.

![Riverside editor project dropdown showing the Magic Clips section with the AI-created clips such as Can Udemy Create Your Topic](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-magic-clips-list.jpg)

The AI-created clips appear under Magic Clips in the project, with their titles.

Opening one, it's already vertical. I didn't ask for branding, but you can: ask the AI to apply your branding and it adds your captions and logo from your studio's [brand kit](https://cotovan.com/post/apply-branding-with-one-click-in-riversidefm-brand-kit/). I also didn't ask it to [remove filler words](https://cotovan.com/post/how-to-remove-filler-words-in-riverside-ai-manual/). I want these raw, and if I need to cut anything I'd rather do it myself. If a clip ends too early, you can [reveal more content in the Magic Clip](https://cotovan.com/post/how-to-reveal-more-content-in-a-riverside-magic-clip/).

![Riverside editor with a 9:16 vertical clip titled Give Away Your Best Content showing the guest on camera](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/10/riverside-vertical-clip-edit.jpg)

Each clip is a separate 9:16 edit, ready for branding or publishing.

The MCP can now also schedule the clips. You can ask it to put one a day into the [Riverside content planner](https://cotovan.com/post/riverside-content-planner-schedule-social-media-posts-inside-riverside/), or on whatever schedule you prefer.

## The Whole Workflow at a Glance

It's a long workflow, but it all happens in one conversation with full access to the episode. Here's the order I follow:

1. **Connect** Riverside to your AI and locate the exact edit.
2. **Topic and hooks:** check that the AI understands the episode.
3. **Story-style show notes** of around 4,000 characters.
4. **Guest quotes** between the paragraphs, ignoring the character limit.
5. **Fact-check** every claim against the transcript and the guest's bio.
6. **Verify the quotes** side by side (optional).
7. **Finished version**, reviewed by you and sent to the guest or client.
8. **Titles** and short thumbnail text.
9. **Condensed notes** under 4,000 characters, chapters included.
10. **YouTube tags**, **promo posts**, and **vertical clips** created in Riverside.

Connect your favorite AI to Riverside, give it the work, and review what comes back.

## Related guides

[Riverside Markers and Chapters: A Complete Workflow GuideMarkers and chapters do different jobs in Riverside. Here's how to drop markers while recording, manage them in the editor, shape chapters in the transcript and on the timeline, and export a chapter list to YouTube and Spotify.![](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/icon/Cristi-2-31.jpeg)Cristi CotovanCristi Cotovan![](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/08/feature-thumbnail.jpg)](https://cotovan.com/post/riverside-markers-and-chapters-complete-workflow-guide/)

[How I prepare metadata for YouTube quickly using RiversideI walk through the exact steps I follow so you can replicate the same process and prepare metadata for YouTube without overworking each upload.![](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/icon/Cristi-2-31.jpeg)Cristi CotovanCristi Cotovan![](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2025/12/Thumbnail-Riverside-Co-Creator.jpg)](https://cotovan.com/post/quick-youtube-metadata-riverside/)

[How to Reveal More Content in a Riverside Magic ClipHere's how to reveal more content around the magic clip and include the parts that were trimmed by Riverside.![](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/icon/Cristi-2-31.jpeg)Cristi CotovanCristi Cotovan![](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/02/Extend-Magic-Clip.jpg)](https://cotovan.com/post/how-to-reveal-more-content-in-a-riverside-magic-clip/)

[Riverside Content Planner: Schedule Social Media Posts Inside RiversideLearn how to use the new Riverside Content Planner to schedule YouTube and YouTube Shorts posts, generate AI descriptions, and manage all your content from one calendar.![](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/icon/Cristi-2-31.jpeg)Cristi CotovanCristi Cotovan![](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/03/riverside-content-planner-feature.jpg)](https://cotovan.com/post/riverside-content-planner-schedule-social-media-posts-inside-riverside/)

[How to Personalize AI Responses and Automations in RiversideMake the Riverside AI and Automations Yours!![](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/icon/Cristi-2-31.jpeg)Cristi CotovanCristi Cotovan![](https://storage.ghost.io/c/5b/aa/5baa4306-14e9-442c-8242-49463a36912f/content/images/2026/04/riverside-personalize-ai-thumbnail.jpg)](https://cotovan.com/post/how-to-personalize-ai-responses-and-automations-in-riverside/)

If you're eager to learn more about Riverside and wish to have a one-on-one Riverside coaching session, feel free to book a call with me. I'm here to help you with any questions you have and to guide you through the best workflows, tips, workarounds, or just answer any questions you may have!

[Book a session ](https://cotovan.com/coaching) 

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