20 ways AI Smart Snippets can personalize your sales emails at scale

Arjun Krisna

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December 12, 2025

Check out all the ways AI Smart Snippets can help you personalize sales outreach at scale, automatically referencing funding, job changes, press mentions, and more, with minimal effort.

In today’s competitive landscape, sales teams are under pressure to scale personalized outreach without compromising on quality.Β 

Your best sales reps already understand the value of researching each prospect, looking at their company’s recent news, referencing milestones, and tailoring messaging to their specific role.Β 

The problem? Doing this for 50 or more prospects each day can be exhausting, and relying on generic templates often results in being ignored.

This is where AI Smart Snippets come in.

What are AI Smart Snippets?

AI Smart Snippets transform static email templates into dynamic, personalized messages.

They automatically craft relevant, individualized lines for each lead, helping your sales team stay efficient without losing that personal touch.

Instead of spending hours manually combing through news articles, financial reports, or social media profiles, AI Smart Snippets pull relevant data from company and individual sources.

This enables your reps to send highly personalized emails with minimal effort.

AI Smart Snippets are designed to enhance both personalization and scalability in sales outreach.

Think of them as smart placeholders that automatically generate tailored content based on real-time data for each lead.

Below are some use cases for AI Smart Snippets that you can apply to your outreach strategy to boost personalization and engagement:

Note: These sample prompts and fallbacks help you scale personalized sales emails with AI Smart Snippets. Feel free to customize.

Practical applications of AI Smart Snippets in sales outreach

1. Mention recent funding announcements

Use recent funding announcements to create a timely opener that shows you understand the company’s momentum.

Sample prompt:

Check whether {{company_name}} has raised funding recently.
If they have, write one congratulatory sentence mentioning either the funding amount or the lead investor.

Rules:
  • Keep it to one sentence.
  • Tone should be warm, congratulatory, and sales-friendly, but still factual.
Fallback: I've been following {{company_name}} and thought now would be a great time to reach out.

Output:

2. Mention new offices

Congratulate your prospect on new office openings, showing that you’re aware of their company’s expansion.

Sample prompt:

Check whether {{company_name}} has opened any new offices or locations recently.
If they have, write one warm, congratulatory, sales-friendly sentence in this style: β€˜Exciting to see {{company_name}} expanding into location(s)β€”Congratulations!’

Rules:
  • Keep it to one sentence.
  • You must research and extract the location(s) from the information found.
  • Only include locations that are explicitly mentioned.
  • If multiple locations are mentioned, you may list all of them in the same sentence, separated by a comma.
  • Do not guess or assume any locations.
Fallback: Great to see the momentum {{company_name}} is building β€” excited to reach out.

Output:

3. Mention market expansion

Celebrate your prospect’s growth into new markets or regions, emphasizing their business success.

Sample prompt:

Check whether {{company_name}} has expanded into new markets or regions recently.
If they have, write one warm, congratulatory, sales-friendly sentence in this style: β€˜Exciting to see {{company_name}} expanding into market(s)β€”Exciting times ahead!’

Rules:
  • Keep it to one sentence.
  • You must research and extract the market(s) from the information found.
  • Only include markets or regions that are explicitly mentioned.
  • If multiple markets are mentioned, you may list all of them in the same sentence, separated by a comma.
  • Do not guess or assume any markets.
Fallback: Exciting to see the momentum {{company_name}} is building β€” I’m excited to connect!

Output:

4. Mention podcast appearance

Refer to a recent podcast appearance to show genuine interest in your prospect's insights.

Sample prompt:

Check whether {{first_name}} has recently been featured in any podcast.
If so, draft a personalized, engaging sentence like: β€˜Heard your recent podcast, [Podcast Title here], and was really impressed by your insights on topic!’ Ensure the tone is warm, friendly, and sales-oriented.

Rules:
  • Keep it to one sentence.
  • Use the exact podcast title and mention a relevant topic or insight from the podcast if available.
  • If the podcast title is too long, use only the first 5 words followed by β€˜...’ for clarity and brevity.
  • Keep the tone authentic, personalized, and engaging.
  • Do not assume or infer podcast details not found in the data.
Fallback: I’ve been following your work and thought now would be a great time to connect and hear more about your recent podcast appearance!

Output:

5. Mention YouTube video

Mentioning a YouTube video your prospect created or featured in can add a personalized touch to your outreach.

Sample prompt:

Check whether {{first_name}} has recently created or been featured in any YouTube videos.
If so, draft a personalized, engaging sentence like: β€˜Recently watched your YouTube video, [Short Video Title], and was really impressed by your insights on topic!’ Ensure the tone is warm, friendly, and sales-oriented.

Rules:
  • Keep it to one sentence.
  • Use the exact video title and mention a relevant topic or insight from the video if available.
  • If the video title is longer than 5 words, use only the first 5 words followed by β€˜...’ for clarity and brevity.
  • Keep the tone authentic, personalized, and engaging.
  • Do not assume or infer video details not found in the data.
Fallback: I’ve been following your work and thought now would be a great time to connect and hear more about your recent video insights!

Output:

6. Mention any recent press releases

Use recent press releases to show that you’re staying updated on your prospect’s company news.

Sample prompt:

Check whether {{first_name}} has been featured in any recent press releases or news articles.
If they have, draft a personalized, engaging sentence like: β€˜Saw your recent press release in [Publication Name]β€”really impressed by your insights on [Topic/Key Highlight]!’

Rules:
  • Keep it to one sentence.
  • Use the exact publication name and mention a relevant topic, insight, or key highlight from the press release or article if available.
  • If the publication name is too long, use only the first 5 words followed by β€˜...’ for clarity and brevity.
  • Keep the tone authentic, personalized, and engaging.
  • Do not assume or infer press release details not found in the data.
Fallback: I’ve been following {{company_name}} and thought now would be a great time to reach out.

Output:

7. Mention recent job change or promotion

Congratulate the prospect on a recent job change or promotion to acknowledge their career progression.

Sample prompt:

Check whether {{first_name}} has recently changed jobs or been promoted within the last 3 months.
If they have, write a personalized, engaging sentence like: β€œCongratulations on your new role as [New Job Title] at [Company Name]! Wishing you all the best as you start this exciting new chapter!”

Rules:
  • Keep it to one sentence.
  • Include the new job title and company name (if available).
  • Make sure to mention the time frame (within the last 3 months).
  • Keep the tone warm, congratulatory, and professional.
  • Do not assume or infer details not found in the data.
  • Use β€œnew role” to encompass both job changes and promotions.
Fallback: Wishing you all the best as you continue to drive success at {{company_name}}

Output:

8. Mention awards or recognition received

Congratulate your prospect on recent awards or recognition to highlight their achievements.

Sample prompt:

Check whether {{first_name}} {{last_name}} has received any awards or recognition recently.
If they have, write a personalized, engaging sentence like: β€œCongratulations on being recognized as [Award Name]! Such a well-deserved honor!”

Rules:
  • Keep it to one sentence.
  • Mention the specific award or recognition title and the event or organization.
  • Include the relevant timeframe.
  • Keep the tone warm, congratulatory, and professional.
  • Do not assume or infer details not found in the data.
Fallback: Wishing you continued success at {{company_name}} β€” it must be an exciting time for you and the team!

Output:

9. Mention industry reports or trends relevant to their role/product

Share insights from recent industry reports that are relevant to your prospect's role, showing you’re keeping up with trends.

Sample prompt:

Check whether there are any recent industry reports, studies, or trends that are relevant to {{first_name}}’s role or product.
If there are, draft a personalized, engaging sentence like: β€œI recently came across the [Report/Study Name] and thought it was highly relevant to the work you’re doing at {{company_name}}β€”the trends around [Topic/Trend] are really exciting!”

Rules:
  • Keep it to one sentence.
  • Include the name of the industry report or trend and the relevant topic or finding.
  • Make sure the report or trend is relevant to their role or product.
  • Keep the tone warm, friendly, and engaging.
  • Do not assume or infer details not found in the data.
Fallback: Hope all is well at {{company_name}} β€” thought now would be a great time to reach out and share some insights.

Output:

10. Mention insights from 10-K filings or company growth reports

Mention insights from a 10-K filing or company growth report that are relevant to the prospect’s role.

Sample prompt:

Check whether {{company_name}} has released any recent 10-K filings or growth reports.
If so, draft a personalized, engaging sentence like: β€œI reviewed your company’s recent 10-K filing and was particularly impressed by the insights into [Topic/Section] β€” as the [Job Title], this growth strategy around [Key Area] must be really exciting for you!”

Rules:
  • Keep it to one sentence (20-25 words).
  • Include the specific section or insight from the 10-K filing or growth report.
  • Ensure the insight is highly relevant to the recipient’s role, responsibilities, or area of focus (e.g., sales, marketing, product development, expansion).
  • Keep the tone warm, friendly, and professional.
  • Do not assume or infer details not found in the data.
Fallback: Exciting times for {{company_name}} β€” looking forward to connecting and learning more about your strategies for growth!

Output:

11. Mention positive sentiment from G2 reviews about their product

Leverage positive G2 reviews to highlight aspects of your prospect’s product that are highly praised, creating a warm connection.

Sample prompt:

Check whether there are recent positive reviews of {{company_name}}’s product on G2, and highlight specific feedback from users that align with the person’s role or product focus.
If so, draft a personalized sentence like: β€œSaw in recent G2 reviews that users are especially pleased with [positive feature or experience] β€” as the [Job Title], this positive feedback on [aspect] must be incredibly rewarding to see!”

Rules:
  • Keep it to one sentence.
  • Only include positive feedback (features, benefits, usability) from G2 reviews.
  • Focus the feedback on areas that would resonate with the recipient’s role (product, innovation, user experience, etc.).
  • Keep the tone genuine, warm, and congratulatory.
  • Avoid referencing negative feedback.
Fallback: I’ve been hearing a lot about {{company_name}}’s product and thought now would be a great time to reach out!

Output:

12. Mention negative sentiment from G2 reviews about their product

Use negative feedback from G2 reviews constructively, offering a potential opportunity for improvement diplomatically and professionally.

Sample prompt:

Check whether there are recent negative reviews of {{company_name}}’s product on G2.
If so, draft a personalized sentence like: β€œI noticed in recent G2 reviews that some users have mentioned challenges with [negative feature or experience] β€” as the [Job Title], this feedback about [aspect] might be important as you continue to refine the product.”

Rules:
  • Keep it to one sentence (~30 words).
  • Only include constructive negative feedback that’s relevant to the recipient’s role (e.g., product issues, user experience pain points, or performance challenges).
  • Keep the tone diplomatic and solution-oriented. Focus on areas for improvement rather than just listing complaints.
  • Do not use overly harsh or critical language. Frame the feedback as a challenge or opportunity for growth.
  • Avoid assuming or generalizing; stick to what’s explicitly mentioned in the review.
Fallback: Hope things are going smoothly at {{company_name}} β€” would love to discuss how we could help with some of the challenges your team might be facing.

Output:

13. Mention their tech stack (relevant to the target person's role)

Show that you’ve done your research by mentioning relevant tech stack elements tied to the prospect's role.

Sample prompt:

Check what techstack {{company_name}} is using, specifically in relation to the role of {{first_name}}.
If so, draft a personalized sentence like: β€œI saw that {{company_name}} uses [specific technology] for [specific purpose or function] β€” as the [Job Title], this must be a key tool in helping you [relevant goal or responsibility].”

Rules:
  • Keep it to one sentence, around 30 words.
  • Mention specific tools from tech stack data that are relevant to the recipient’s role (e.g., sales platforms, marketing platforms, etc.).
  • Ensure the technology aligns with the recipient’s responsibilities or current challenges.
  • Keep the tone professional, engaging, and role-relevant.
  • Do not overwhelm with technical jargon, but focus on how this tech stack impacts their work and objectives.
Fallback: Hope things are going well at {{company_name}} β€” sounds like you’ve got some interesting tech helping power your work!

Output:

14. Mention recent feature launch

Congratulate your prospect on their company’s recent product or feature launch, showing you’re engaged in their progress.

Sample prompt:

Check if {{company_name}} has recently launched any new features (via release notes, changelogs, blog updates, LinkedIn/X, etc.).
If so, draft a personalized sentence like: β€œCongratulations on the recent launch of [Feature Name] at {{company_name}}! It seems like a great way to [simplified benefit or outcome].”

Rules:
  • Keep it to one sentence, around 25-30 words.
  • Keep the benefit short and direct β€” focus on the key result or outcome.
  • Avoid unnecessary details and keep it to the point.
  • Mention the feature name and how it directly benefits the recipient’s work.
Fallback: Exciting times for {{company_name}} β€” I’d love to hear more about how you’re driving innovation!

Output:

15. Mention content they’ve published (Medium, Substack)

Mention a recent article or content piece your prospect published to show you’re following their work.

Sample prompt:

Check if {{first_name}} has recently published any content on Medium posts or Substack.
If so, draft a personalized sentence like: β€œI saw your recent [Title of Content] on [Platform Name] β€” I really enjoyed your insights on [Topic or Key Point].”

Rules:
  • Keep it to one sentence, around 30-35 words.
  • Mention the specific title of the content and the platform it was published on (LinkedIn, Medium, etc.).
  • Focus on a relevant insight from the content that ties into their role or industry.
  • Keep it engaging and appreciative while connecting the content to their work.
Fallback: Hope things are going well at {{company_name}} β€” thought now would be a great time to connect!

Output:

16. Mention blog published by contact on the company website

Acknowledge a blog post written by the prospect to create a deeper connection around their professional expertise.

Sample prompt:

Check if {{first_name}} has published any blog posts or articles on {{company_name}}'s website.
If so, draft a personalized sentence like: "Saw your [Blog Title, truncated to first 3 words and followed by '...'] on {{company_name}}’s website and liked how you connected [Key Insight or Topic] with [Relevant Application or Benefit] β€” it ties neatly to the kind of [role-specific activity or content leadership] you’re driving at {{company_name}}."

Rules:
  • Keep it to one sentence, around 30-40 words.
  • Start with "Saw your" to keep the tone direct.
  • Truncate the blog title to the first 5-6 words, followed by "..." to keep it brief and clear.
  • Focus on specific insights and how they relate to the recipient’s role.
  • Keep the tone professional and personal, with an emphasis on relevance.
Fallback: Hope everything’s going well at {{company_name}} β€” thought now would be a great time to reach out!

Output:

17. Mention lack of free trial or interactive demo (sales-led companies)

Point out the lack of a self-serve demo or free trial as an opportunity to suggest a potential improvement.

Check if {{company_name}}’s website includes phrases like β€œsign up for a demo,” β€œget in touch,” or β€œtalk to us” (indicating they do not offer a demo or free trial).
If {{company_name}} has these phrases on their website, draft a sentence like: β€œI noticed {{company_name}} invites visitors to contact your team for a trial instead of offering a self‑serve demo β€” adding an interactive product tour could help engage prospects earlier and warm them up before they commit.”

Rules:
  • Keep it to one sentence, around 30-35 words.
  • Focus on the lack of self‑serve demo and suggest adding an interactive tour as a way to warm up leads earlier.
  • Keep the tone engaging, value-driven, and consultative, positioning the interactive demo as a way to enhance their sales flow.
Fallback: Thought this might be a valuable suggestion to help {{company_name}} enhance lead engagement.

Output:

18. Mention hiring trends or team growth signals from social

Highlight recent hiring trends or team growth signals to show you're aware of your prospect's expansion.

Check LinkedIn for any recent hiring trends or team growth signals for {{company_name}} (e.g., new roles being posted, expansion in specific departments, recent promotions).
If you find any hiring or team growth signals, draft a personalized sentence like: β€œI noticed {{company_name}} has been actively hiring [roles] β€” it must be an exciting and busy time for your team as you scale.”

Rules:
  • Keep it to one sentence, around 30 words.
  • Focus on the specific roles, locations, and departments to make it fact-based and direct.
  • Keep the tone engaging, warm.
Fallback: Hope things are going smoothly as {{company_name}} continues to grow β€” it must be an exciting_

Output:

19. Mention company employee locations

Mention the countries where your prospect’s company operates to highlight their international presence.

Check how many countries {{company_name}} operates in using LinkedIn data. List the top 3 countries along with the number of employees in each in a short, clear sentence.
Write a natural line for an email like: β€œNoticed {{company_name}} has offices in the US (500 employees), India (100 employees), and Germany (50 employees).”

Rules:
  • Keep the sentence concise and informal, reading like a natural email opener.
  • Mention the top 3 countries and their employee counts.
Fallback: Thought I’d reach out since {{company_name}} seems to be making big strides globally!

Output:

20. Mention a case study of a customer based on their industry (PS line)

Share a relevant success story from a similar industry to create alignment and trust.

Check if {{company_name}} operates in a specific industry (e.g., SaaS, fintech, healthcare, retail, etc.). Find a case study from your customer base in the same industry.
Then, craft a PS line like: β€œPS: We recently helped [Customer Name] in the [Industry] space achieve [specific result or benefit] using our solution β€” I thought it might be relevant to your goals at {{company_name}}.”

Rules:
  • Keep it to one sentence, around 25 words.
  • Mention a real customer in a similar industry.
  • Focus on the impact or result the customer achieved with your solution.
Fallback: Happy to share some relevant case studies if that might be useful.

Output:

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