- AI-Agent
- Ready to Run
Find Viral Posts
Find topic posts that outperform each author's usual engagement
Use this Agent instantly or customize it - no programming needed
- Calendar topicCalendar topic
You name the new industry topic from your content calendar.
- Editorial directionEditorial direction
Your audience, exclusions, and optional focus guide which posts fit.
- Screening rulesScreening rules
You choose the search window, comparison minimum, outlier threshold, and shortlist length.
- Matching postsMatching posts
Public posts show each author's opening hook, direct link, and visible engagement.
- Author post historyAuthor post history
Each author's recent public posts show their usual visible engagement.
- Post commentsPost comments
Public comments show the questions and reactions behind each candidate's response.
Your public social feed shows topic posts, recent author activity, and audience comments.
- Narrower angle requestNarrower angle request
You get a request for a tighter angle when your topic is too broad.
- Search summarySearch summary
Your search summary names the window and explains any gaps in public evidence.
- Search summarySearch summary
Your search summary names the window and explains any gaps in public evidence.
- Post shortlistPost shortlist
Your shortlist links to posts and notes their hooks, supported comparisons, and audience reactions.
This Agent starts when you share a new editorial topic. It searches public posts and compares visible engagement with each author's recent posts. You get links, opening hooks, and audience reactions worth studying.
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PodioUsed as:
- Public social feed
Podio shows topic posts, recent author activity, and audience comments.
ApifyUsed as:
- Public social feed
Apify shows topic posts, recent author activity, and audience comments.
Made for your industry
Find Viral Posts is made for businesses in these industries.
- Advertising and Marketing
Find standout social posts to shape client content angles.
Show all Agents for the Advertising and Marketing industry - Digital Media
Surface unusual posts to inform the next editorial topic.
Show all Agents for the Digital Media industry - News Media
Find posts drawing unusual response around a planned story topic.
Show all Agents for the News Media industry - Public Relations
Spot public reactions that can sharpen client social content.
Show all Agents for the Public Relations industry
Made for your role
Find Viral Posts is made for people in these roles.
- Social Media Manager
Compare public post response to guide the next social content angle.
Show all Agents for the Social Media Manager role - Editor
Shortlist posts with strong hooks for the next calendar topic.
Show all Agents for the Editor role - Content Marketer
Find unusually engaging social hooks for an upcoming topic.
Show all Agents for the Content Marketer role - Content Manager
Review source-linked examples before assigning a new content angle.
Show all Agents for the Content Manager role - Social Media Marketer
Find topic-matched posts that outperformed each author's recent work.
Show all Agents for the Social Media Marketer role - Editorial Researcher
Gather linked post examples with author baselines and audience reactions.
Show all Agents for the Editorial Researcher role - Content Strategist
Find unusual audience responses to inform a topic angle.
Show all Agents for the Content Strategist role - Content Planner
Turn a new calendar topic into a shortlist of post examples.
Show all Agents for the Content Planner role - Social Media Editor
Compare peer posts and flag hooks worth studying for social coverage.
Show all Agents for the Social Media Editor role
Made for your department
Find Viral Posts is made for people in these departments.
- Marketing
Surface social hooks that fit the next industry content topic.
Show all Agents for the Marketing department - Editorial
Shortlist linked posts and audience reactions for planned topics.
Show all Agents for the Editorial department - Communications
Find public posts and reactions to inform planned messages.
Show all Agents for the Communications department - Social Media
Find peer posts whose response stands out from each author's norm.
Show all Agents for the Social Media department
How Find Viral Posts works
4 steps, in order, on every run.
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Search Public PostsSearch public posts for your topic within the window you choose. Gather links and visible engagement from relevant results.
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Compare Author ActivityCompare each candidate with at least three similar earlier posts by its author. Mark comparisons inconclusive when too few posts are public.
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Review Audience ReactionsRead comments on posts that clear your outlier threshold. Note useful questions or objections and omit reactions that cannot be verified.
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Return a ShortlistShare qualifying links with their hooks and relative engagement. Explain audience reactions or report when no defensible outlier appears.
How to Get Started
Connect the tools you already use, such as Podio or Apify.
2 tools
- The editor supplies the intended audience and any industries or themes to exclude once.
- The editor sets a recent-post window, a minimum of three comparable earlier posts per author, an outlier threshold such as twice the author's median visible engagement, and a maximum shortlist length.
Use safe mode to approve every result before it goes out, or let the Agent run automatically.
FAQs
Frequently asked questions about the Find Viral Posts:
You set the comparison window and outlier threshold. The Agent compares visible engagement with the author's median, not actual reach.
You see an inconclusive comparison when an author has fewer than three comparable public posts. The Agent does not call that post an outlier.
You can give the Agent a narrower angle. It asks for that focus before ranking posts.
It stops and asks you. The Agent does not guess when it reaches a decision you have not approved.
Yes. Every run creates a plain-language log that you can review and export. Logs are kept for twelve months.
The Agent stops at the end of the billing month and its tool connections are removed. Your run logs remain available for twelve months.